From 9e5592d4f6f75929beb71cc5e31664edb850b10e Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Mon, 18 Apr 2022 14:43:20 -0600 Subject: [PATCH 01/18] Updating multiple HOPP files to resolve developer install error and NASA POWER API integration --- examples/simulate_hybrid.py | 5 +- hybrid/resource/resource.py | 8 +- hybrid/resource/solar_resource.py | 36 +- hybrid/resource/wind_resource.py | 69 +- hybrid/sites/site_info.py | 8 +- requirements-dev.txt | 4 +- requirements.txt | 4 +- .../35.2018863_-101.945027_nasa_60_2012.csv | 8787 ++++++++++++++++ .../35.2018863_-101.945027_psmv3_60_2012.csv | 2 +- ...018863_-101.945027_nasa_2012_60min_80m.srw | 8789 +++++++++++++++++ ...-101.945027_windtoolkit_2012_60min_80m.srw | 2 +- tests/hybrid/test_resource_download.py | 67 +- 12 files changed, 17738 insertions(+), 43 deletions(-) create mode 100644 resource_files/solar/35.2018863_-101.945027_nasa_60_2012.csv create mode 100644 resource_files/wind/35.2018863_-101.945027_nasa_2012_60min_80m.srw diff --git a/examples/simulate_hybrid.py b/examples/simulate_hybrid.py index c75980a84..d656cf379 100644 --- a/examples/simulate_hybrid.py +++ b/examples/simulate_hybrid.py @@ -22,13 +22,14 @@ 'wind': { 'num_turbines': 10, 'turbine_rating_kw': 2000 - }} + }, + 'grid': interconnection_size_mw} # Get resource lat = flatirons_site['lat'] lon = flatirons_site['lon'] prices_file = examples_dir.parent / "resource_files" / "grid" / "pricing-data-2015-IronMtn-002_factors.csv" -site = SiteInfo(flatirons_site, grid_resource_file=prices_file) +site = SiteInfo(flatirons_site, grid_resource_file=prices_file, api='nrel', vegtype='vegtype_8') # Create model hybrid_plant = HybridSimulation(technologies, site, interconnect_kw=interconnection_size_mw * 1000) diff --git a/hybrid/resource/resource.py b/hybrid/resource/resource.py index a167cd96f..3246e1569 100644 --- a/hybrid/resource/resource.py +++ b/hybrid/resource/resource.py @@ -3,6 +3,7 @@ import json import requests import time +import datetime class Resource(metaclass=ABCMeta): @@ -11,7 +12,7 @@ class Resource(metaclass=ABCMeta): it is downloaded and saved to 'resource_files' folder. The resource file is then read to the appropriate SAM resource data format. """ - def __init__(self, lat, lon, year, **kwargs): + def __init__(self, lat, lon, year, api='nrel', **kwargs): """ Parameters --------- @@ -21,11 +22,16 @@ def __init__(self, lat, lon, year, **kwargs): The longitude year: int The year of resource_files data + api: string + 'nrel' for NREL Developer network APIs or 'nasa' for NASA POWER API """ self.latitude = lat self.longitude = lon self.year = year + self.start_date = str(datetime.date.min.replace(year=self.year)).replace("-","") + self.end_date = str(datetime.date.max.replace(year=self.year)).replace("-","") + self.api = api self.n_timesteps = 8760 diff --git a/hybrid/resource/solar_resource.py b/hybrid/resource/solar_resource.py index bd8344ed5..c9845a59d 100644 --- a/hybrid/resource/solar_resource.py +++ b/hybrid/resource/solar_resource.py @@ -13,17 +13,18 @@ class SolarResource(Resource): Class to manage Solar Resource data """ - def __init__(self, lat, lon, year, path_resource="", filepath="", **kwargs): + def __init__(self, lat, lon, year, api='nrel', path_resource="", filepath="", **kwargs): """ :param lat: float :param lon: float :param year: int + :param api : string ('nrel' or 'nasa') :param path_resource: directory where to save downloaded files :param filepath: file path of resource file to load :param kwargs: """ - super().__init__(lat, lon, year) + super().__init__(lat, lon, year, api) if os.path.isdir(path_resource): self.path_resource = path_resource @@ -37,9 +38,14 @@ def __init__(self, lat, lon, year, path_resource="", filepath="", **kwargs): # resource_files files if filepath == "": - filepath = os.path.join(self.path_resource, - str(lat) + "_" + str(lon) + "_psmv3_" + str(self.interval) + "_" + str( - year) + ".csv") + if self.api == 'nrel': + filepath = os.path.join(self.path_resource, + str(lat) + "_" + str(lon) + "_psmv3_" + str(self.interval) + "_" + str( + year) + ".csv") + elif self.api == 'nasa': + filepath = os.path.join(self.path_resource, + str(lat) + "_" + str(lon) + "_nasa_" + str(self.interval) + "_" + str( + year) + ".csv") self.filename = filepath self.check_download_dir() @@ -51,12 +57,21 @@ def __init__(self, lat, lon, year, path_resource="", filepath="", **kwargs): logger.info("SolarResource: {}".format(self.filename)) + def download_resource(self): - url = 'https://developer.nrel.gov/api/solar/nsrdb_psm3_download.csv?wkt=POINT({lon}+{lat})&names={year}&leap_day={leap}&interval={interval}&utc={utc}&full_name={name}&email={email}&affiliation={affiliation}&mailing_list={mailing_list}&reason={reason}&api_key={api}&attributes={attr}'.format( - year=self.year, lat=self.latitude, lon=self.longitude, leap=self.leap_year, interval=self.interval, - utc=self.utc, name=self.name, email=self.email, - mailing_list=self.mailing_list, affiliation=self.affiliation, reason=self.reason, api=get_developer_nrel_gov_key(), - attr=self.solar_attributes) + if self.api.lower() == 'nrel': + url = 'https://developer.nrel.gov/api/solar/nsrdb_psm3_download.csv?wkt=POINT({lon}+{lat})&names={year}&leap_day={leap}&interval={interval}&utc={utc}&full_name={name}&email={email}&affiliation={affiliation}&mailing_list={mailing_list}&reason={reason}&api_key={api}&attributes={attr}'.format( + year=self.year, lat=self.latitude, lon=self.longitude, leap=self.leap_year, interval=self.interval, + utc=self.utc, name=self.name, email=self.email, mailing_list=self.mailing_list, + affiliation=self.affiliation, reason=self.reason, api=get_developer_nrel_gov_key(), + attr=self.solar_attributes) + + elif self.api.lower() == 'nasa': + print('inside nasa power solar api') + url = 'https://power.larc.nasa.gov/api/temporal/hourly/point?start={start}&end={end}&latitude={lat}&longitude={lon}&community=re¶meters=T2M&format=sam&user=TEST'.format( + start=self.start_date, end=self.end_date, lat=self.latitude, lon=self.longitude) + else: + raise NameError(self.api + " does not exist. Try 'nrel' for the NREL developer network NSRDB API or 'nasa' for NASA POWER API") success = self.call_api(url, filename=self.filename) @@ -90,6 +105,7 @@ def data(self, data_dict): :key wspd: array, wind speed [m/s] :key tdry: array, dry bulb temp [C] """ + self._data = SAM_CSV_to_solar_data(data_dict) def roll_timezone(self, roll_hours, timezone): diff --git a/hybrid/resource/wind_resource.py b/hybrid/resource/wind_resource.py index db6a3fca5..c078d8559 100644 --- a/hybrid/resource/wind_resource.py +++ b/hybrid/resource/wind_resource.py @@ -20,18 +20,20 @@ class WindResource(Resource): allowed_hub_height_meters = [10, 40, 60, 80, 100, 120, 140, 160, 200] - def __init__(self, lat, lon, year, wind_turbine_hub_ht, path_resource="", filepath="", **kwargs): + def __init__(self, lat, lon, year, wind_turbine_hub_ht, api='nrel', vegtype='vegtype_8', path_resource="", filepath="", **kwargs): """ :param lat: float :param lon: float :param year: int + :param api: string ('nrel' or 'nasa') + :param vegtype: string (see wind-surface options at https://power.larc.nasa.gov/docs/methodology/meteorology/wind/#corrected-wind-speed) :param wind_turbine_hub_ht: int :param path_resource: directory where to save downloaded files :param filepath: file path of resource file to load :param kwargs: """ - super().__init__(lat, lon, year) + super().__init__(lat, lon, year, api) if os.path.isdir(path_resource): self.path_resource = path_resource @@ -44,6 +46,8 @@ def __init__(self, lat, lon, year, wind_turbine_hub_ht, path_resource="", filepa self.file_resource_heights = None + self.vegtype = vegtype + if filepath == "": self.filename = "" self.calculate_heights_to_download() @@ -78,8 +82,14 @@ def calculate_heights_to_download(self): heights[0] = height_low heights.append(height_high) - file_resource_base = os.path.join(self.path_resource, str(self.latitude) + "_" + str(self.longitude) + "_windtoolkit_" + str( - self.year) + "_" + str(self.interval) + "min") + if self.api == 'nrel': + file_resource_base = os.path.join(self.path_resource, str(self.latitude) + "_" + str(self.longitude) + "_windtoolkit_" + str( + self.year) + "_" + str(self.interval) + "min") + elif self.api == 'nasa': + file_resource_base = os.path.join(self.path_resource, str(self.latitude) + "_" + str(self.longitude) + "_nasa_" + str( + self.year) + "_" + str(self.interval) + "min") + else: + raise NameError(self.api + " does not exist. Try 'nrel' for the NREL developer network WindToolkit API or 'nasa' for NASA POWER API") file_resource_full = file_resource_base file_resource_heights = dict() @@ -98,12 +108,22 @@ def update_height(self, hub_height_meters): def download_resource(self): success = os.path.isfile(self.filename) if not success: - - for height, f in self.file_resource_heights.items(): - url = 'https://developer.nrel.gov/api/wind-toolkit/wind/wtk_srw_download?year={year}&lat={lat}&lon={lon}&hubheight={hubheight}&api_key={api_key}'.format( - year=self.year, lat=self.latitude, lon=self.longitude, hubheight=height, api_key=get_developer_nrel_gov_key()) - - success = self.call_api(url, filename=f) + if self.api.lower() == 'nrel': + for height, f in self.file_resource_heights.items(): + url = 'https://developer.nrel.gov/api/wind-toolkit/wind/wtk_srw_download?year={year}&lat={lat}&lon={lon}&hubheight={hubheight}&api_key={api_key}'.format( + year=self.year, lat=self.latitude, lon=self.longitude, hubheight=height, api_key=get_developer_nrel_gov_key()) + + success = self.call_api(url, filename=f) + + elif self.api.lower() == 'nasa': + print('inside nasa power wind api') + for height, f in self.file_resource_heights.items(): + url = 'https://power.larc.nasa.gov/api/temporal/hourly/point?start={start}&end={end}&latitude={lat}&longitude={lon}&community=RE¶meters=T2M&format=srw&wind-surface={surface}&wind-elevation={hubheight}&site-elevation={hubheight}'.format( + start=self.start_date, end=self.end_date, lat=self.latitude, lon=self.longitude, surface=self.vegtype, hubheight=height) + + success = self.call_api(url, filename=f) + else: + raise NameError(self.api + " does not exist. Try 'nrel' for the NREL developer network WindToolkit API or 'nasa' for NASA POWER API") if not success: raise ValueError('Unable to download wind data') @@ -163,5 +183,30 @@ def data(self, data_file): """ Sets the wind resource data to a dictionary in SAM Wind format (see Pysam.ResourceTools.SRW_to_wind_data) """ - - self._data = SRW_to_wind_data(data_file) + if self.api.lower() == 'nrel': + self._data = SRW_to_wind_data(data_file) + elif self.api.lower() == 'nasa': + # This methodology assumes the NASA POWER API is called with all arguments (wind-surface, wind-elevation, site-elevation) as detailed in example below + # https://power.larc.nasa.gov/api/temporal/hourly/point?start=20120101&end=20121231&latitude=35.2018&longitude=-101.9450&community=RE¶meters=T2M&format=srw&wind-surface=vegtype_4&wind-elevation=80&site-elevation=80 + + data_dict = SRW_to_wind_data(data_file) + self._data = {} + full_data = np.array(data_dict['data']) + num_datapoints = full_data.shape[0] + self._data['data'] = np.zeros((num_datapoints, 4)) + self._data['data'][:, 0] = full_data[:, 0] # Grab the temp at 2 m + self._data['data'][:, 1] = full_data[:, 9] # Grab the corrected pressure at user specified hub height + self._data['data'][:, 2] = full_data[:, 8] # Grab the corrected speed at user specified hub height + self._data['data'][:, 3] = full_data[:, 7] # Grab the direction at 50 m + self._data['heights'] = [self.hub_height_meters] * 4 + self._data['fields'] = [1, 2, 3, 4] + if self.hub_height_meters == 10: + # overwrites 50 m direction data with 10 m direction data + self._data['data'][:, 3] = full_data[:, 5] + # else: + # height_diffs = np.abs(np.array(data_dict['heights']) - self.hub_height_meters) + # indices = np.where(height_diffs == height_diffs.min()) + + self._data['data'] = self._data['data'].tolist() + else: + raise NameError(self.api + " does not exist. Try 'nrel' for the NREL developer network NSRDB API or 'nasa' for NASA POWER API") \ No newline at end of file diff --git a/hybrid/sites/site_info.py b/hybrid/sites/site_info.py index ba83c998a..7c2807b39 100644 --- a/hybrid/sites/site_info.py +++ b/hybrid/sites/site_info.py @@ -25,9 +25,11 @@ def plot_site(verts, plt_style, labels): class SiteInfo: - def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_resource_file=""): + def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_resource_file="", api='nrel', vegtype='vegtype_8'): set_nrel_key_dot_env() self.data = data + self.api = api + self.vegtype = vegtype self.vertices = np.array([np.array(v) for v in data['site_boundaries']['verts']]) self.polygon: Polygon = Polygon(self.vertices) self.valid_region = self.polygon.buffer(1e-8) @@ -37,10 +39,10 @@ def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_res self.lon = data['lon'] if 'year' not in data: data['year'] = 2012 - self.solar_resource = SolarResource(data['lat'], data['lon'], data['year'], filepath=solar_resource_file) + self.solar_resource = SolarResource(data['lat'], data['lon'], data['year'], filepath=solar_resource_file, api=self.api) # TODO: allow hub height to be used as an optimization variable self.wind_resource = WindResource(data['lat'], data['lon'], data['year'], wind_turbine_hub_ht=80, - filepath=wind_resource_file) + filepath=wind_resource_file, api=self.api, vegtype=self.vegtype) self.elec_prices = ElectricityPrices(data['lat'], data['lon'], data['year'], filepath=grid_resource_file) self.n_timesteps = len(self.solar_resource.data['gh']) // 8760 * 8760 self.n_periods_per_day = self.n_timesteps // 365 # TODO: Does not handle leap years well diff --git a/requirements-dev.txt b/requirements-dev.txt index cb8921ca2..600dda964 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -1,4 +1,4 @@ -NREL-PySAM==3.0.0 +NREL-PySAM>=3.0.0 Pillow Pyomo>=6.1.2 floris @@ -6,7 +6,7 @@ future global_land_mask Cython matplotlib -numpy +numpy>=1.21.0 pandas pint pvmismatch diff --git a/requirements.txt b/requirements.txt index 73429e89e..3374da96d 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -NREL-PySAM==3.0.0 +NREL-PySAM>=3.0.0 Pillow Pyomo>=6.1.2 floris @@ -6,7 +6,7 @@ future global_land_mask Cython matplotlib -numpy +numpy>=1.21.0 pandas pathos pint diff --git a/resource_files/solar/35.2018863_-101.945027_nasa_60_2012.csv b/resource_files/solar/35.2018863_-101.945027_nasa_60_2012.csv new file mode 100644 index 000000000..97951cd96 --- /dev/null +++ b/resource_files/solar/35.2018863_-101.945027_nasa_60_2012.csv @@ -0,0 +1,8787 @@ +Source,Latitude,Longitude,Time Zone,Elevation +NASA/POWER,35.2018863,-101.945027,-6.0,1097.1 +year,month,day,hour,ghi,dni,dhi,tdry,twet,Tdew,wspd,wdir,rh,pres,snow,albedo,aod +2012,1,1,0,0.0,0.0,0.0,-0.689,-3.134,-5.572,3.448,7.028,68.875,902.679,0.0,0.0,0.008 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Units,Temperature Units,Pressure Units,Relative Humidity Units,Precipitable Water Units,Wind Direction Units,Wind Speed,Cloud Type -15,Cloud Type 0,Cloud Type 1,Cloud Type 2,Cloud Type 3,Cloud Type 4,Cloud Type 5,Cloud Type 6,Cloud Type 7,Cloud Type 8,Cloud Type 9,Cloud Type 10,Cloud Type 11,Cloud Type 12,Fill Flag 0,Fill Flag 1,Fill Flag 2,Fill Flag 3,Fill Flag 4,Fill Flag 5,Surface Albedo Units,Version +Source,Location ID,City,State,Country,Latitude,Longitude,Time Zone,Elevation,Local Time Zone,Clearsky DHI Units,Clearsky DNI Units,Clearsky GHI Units,Dew Point Units,DHI Units,DNI Units,GHI Units,Solar Zenith Angle Units,Temperature Units,Pressure Units,Relative Humidity Units,Precipitable Water Units,Wind Direction Units,Wind Speed Units,Cloud Type -15,Cloud Type 0,Cloud Type 1,Cloud Type 2,Cloud Type 3,Cloud Type 4,Cloud Type 5,Cloud Type 6,Cloud Type 7,Cloud Type 8,Cloud Type 9,Cloud Type 10,Cloud Type 11,Cloud Type 12,Fill Flag 0,Fill Flag 1,Fill Flag 2,Fill Flag 3,Fill Flag 4,Fill Flag 5,Surface Albedo Units,Version NSRDB,564277,-,-,-,35.21,-101.94,-6,1102,-6,w/m2,w/m2,w/m2,c,w/m2,w/m2,w/m2,Degree,c,mbar,%,cm,Degrees,m/s,N/A,Clear,Probably Clear,Fog,Water,Super-Cooled Water,Mixed,Opaque Ice,Cirrus,Overlapping,Overshooting,Unknown,Dust,Smoke,N/A,Missing Image,Low Irradiance,Exceeds Clearsky,Missing CLoud Properties,Rayleigh Violation,N/A,3.0.6 Year,Month,Day,Hour,Minute,GHI,DHI,DNI,Wind Speed,Temperature,Solar Zenith Angle 2012,1,1,0,30,0,0,0,1.8,-1,167 diff --git a/resource_files/wind/35.2018863_-101.945027_nasa_2012_60min_80m.srw b/resource_files/wind/35.2018863_-101.945027_nasa_2012_60min_80m.srw new file mode 100644 index 000000000..3fb9571d3 --- /dev/null +++ b/resource_files/wind/35.2018863_-101.945027_nasa_2012_60min_80m.srw @@ -0,0 +1,8789 @@ +035d20N-101d95W,n/a,n/a,n/a,2012,35.2018863,-101.945027,1097.1 +NASA/POWER +temperature,pres,speed,direction,speed,direction,speed,direction,speed,pres +Celsius,atm,m/s,degrees,m/s,degrees,m/s,degrees,m/s,atm 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976301,city??,TX,country??,2012,35.2070121765,-101.940917969,Not Available,1,8760 -WIND Toolkit data from NREL downloaded on 2020-11-3 +WIND Toolkit data from NREL downloaded on 2022-3-6 Temperature,Pressure,Speed,Direction C,atm,m/s,Degrees 80,80,80,80 diff --git a/tests/hybrid/test_resource_download.py b/tests/hybrid/test_resource_download.py index 7ee80b049..5eab6a14c 100644 --- a/tests/hybrid/test_resource_download.py +++ b/tests/hybrid/test_resource_download.py @@ -22,15 +22,15 @@ @pytest.fixture def solar_resource(): - return SolarResource(lat=lat, lon=lon, year=year) + return SolarResource(lat=lat, lon=lon, year=year, api='nrel') @pytest.fixture def wind_resource(): - return WindResource(lat=lat, lon=lon, year=year, wind_turbine_hub_ht=hubheight) + return WindResource(lat=lat, lon=lon, year=year, api='nrel', wind_turbine_hub_ht=hubheight) -def test_solar(solar_resource): +def test_solar_nsrdb(solar_resource): data = solar_resource.data for key in ('df', 'dn', 'wspd', 'tdry', 'year', 'month', 'day', 'hour', 'minute', 'tz'): assert(key in data) @@ -44,11 +44,11 @@ def test_solar(solar_resource): assert(model.Outputs.annual_energy == approx(9275, 0.1)) -def test_nsrdb(solar_resource): +def test_nsrdb_download(solar_resource): solar_resource.download_resource() -def test_wind(wind_resource): +def test_wind_windtoolkit(wind_resource): data = wind_resource.data for key in ('heights', 'fields', 'data'): assert (key in data) @@ -62,10 +62,51 @@ def test_wind(wind_resource): model.execute(0) assert(model.Outputs.annual_energy == approx(aep)) - -def test_wind_toolkit(wind_resource): +def test_windtoolkit_download(wind_resource): assert(wind_resource.download_resource()) +@pytest.fixture +def solar_resource_nasa(): + return SolarResource(lat=lat, lon=lon, year=year, api='nasa') + + +@pytest.fixture +def wind_resource_nasa(): + return WindResource(lat=lat, lon=lon, year=year, api='nasa', vegtype='vegtype_8', wind_turbine_hub_ht=hubheight) + +def test_solar_nasa(solar_resource_nasa): + data = solar_resource_nasa.data + for key in ('df', 'dn', 'wspd', 'tdry', 'year', 'month', 'day', 'hour', 'minute', 'tz'): + assert(key in data) + ### NASA provides leap year 2/29 data in file, we should always use post processed solar_resource_nasa.data not .filename for NASA solar + # annual energy output in line 86 is different than line 90 because it includes 2/29 data + model = pv.default("PVWattsNone") + model.SolarResource.solar_resource_file = solar_resource_nasa.filename + model.execute(0) + assert(model.Outputs.annual_energy == approx(10373.6, 0.1)) + model = pv.default("PVWattsNone") + model.SolarResource.solar_resource_data = solar_resource_nasa.data + model.execute(1) + assert(model.Outputs.annual_energy == approx(10362.1, 0.1)) + + +def test_nasa_solar_download(solar_resource_nasa): + solar_resource_nasa.download_resource() + +def test_wind_nasa(wind_resource_nasa): + data = wind_resource_nasa.data + for key in ('heights', 'fields', 'data'): + assert (key in data) + ### NASA provides leap year data and non formated data, we should alway use post processed wind_resource_nasa.data not .filename for NASA Wind + # No testing for wind.filename because we must use post processed data for NASA POWER wind + model = wp.default("WindPowerNone") + model.Resource.wind_resource_data = wind_resource_nasa.data + model.execute(0) + assert(model.Outputs.annual_energy == approx(138e6,1e5)) + +def test_nasa_wind_download(wind_resource_nasa): + assert(wind_resource_nasa.download_resource()) + def test_wind_combine(): path_file = os.path.dirname(os.path.abspath(__file__)) @@ -82,9 +123,17 @@ def test_wind_combine(): def test_from_file(): windfile = Path(__file__).parent.parent.parent / "resource_files" / "wind" / "35.2018863_-101.945027_windtoolkit_2012_60min_80m.srw" - wind_resource = WindResource(lat=lat, lon=lon, year=year, wind_turbine_hub_ht=70, filepath=windfile) + wind_resource = WindResource(lat=lat, lon=lon, year=year, api='nrel', wind_turbine_hub_ht=70, filepath=windfile) assert(len(wind_resource.data['data']) > 0) solarfile = Path(__file__).parent.parent.parent / "resource_files" / "solar" / "35.2018863_-101.945027_psmv3_60_2012.csv" - solar_resource = SolarResource(lat=lat, lon=lon, year=year, filepath=solarfile) + solar_resource = SolarResource(lat=lat, lon=lon, year=year, api='nrel', filepath=solarfile) assert(len(solar_resource.data['gh']) > 0) + + windfile = Path(__file__).parent.parent.parent / "resource_files" / "wind" / "35.2018863_-101.945027_nasa_2012_60min_80m.srw" + wind_resource_nasa = WindResource(lat=lat, lon=lon, year=year, api='nasa', wind_turbine_hub_ht=70, filepath=windfile) + assert(len(wind_resource_nasa.data['data']) > 0) + + solarfile = Path(__file__).parent.parent.parent / "resource_files" / "solar" / "35.2018863_-101.945027_nasa_60_2012.csv" + solar_resource_nasa = SolarResource(lat=lat, lon=lon, year=year, api='nasa', filepath=solarfile) + assert(len(solar_resource_nasa.data['gh']) > 0) From d3461b4a346a81bbfefd1cec328318fbf40218f6 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Wed, 20 Apr 2022 16:27:33 -0600 Subject: [PATCH 02/18] updating flatirons site lat/lon/elev and corresponding test files --- hybrid/resource/resource.py | 8 +++- hybrid/sites/flatirons_site.py | 6 +-- .../expected_run_all_hybrid_calcs_result.csv | 2 +- tests/hybrid/test_dispatch.py | 6 +-- tests/hybrid/test_hybrid.py | 46 +++++++++---------- 5 files changed, 36 insertions(+), 32 deletions(-) diff --git a/hybrid/resource/resource.py b/hybrid/resource/resource.py index 3246e1569..88b2b9696 100644 --- a/hybrid/resource/resource.py +++ b/hybrid/resource/resource.py @@ -24,13 +24,17 @@ def __init__(self, lat, lon, year, api='nrel', **kwargs): The year of resource_files data api: string 'nrel' for NREL Developer network APIs or 'nasa' for NASA POWER API + start_date: string + Start date for NASA POWER API call + end_date: string + End date for NASA POWER API call """ self.latitude = lat self.longitude = lon self.year = year - self.start_date = str(datetime.date.min.replace(year=self.year)).replace("-","") - self.end_date = str(datetime.date.max.replace(year=self.year)).replace("-","") + self.start_date = str(datetime.date.min.replace(year=int(self.year))).replace("-","") + self.end_date = str(datetime.date.max.replace(year=int(self.year))).replace("-","") self.api = api self.n_timesteps = 8760 diff --git a/hybrid/sites/flatirons_site.py b/hybrid/sites/flatirons_site.py index c18f84834..2ed377f41 100644 --- a/hybrid/sites/flatirons_site.py +++ b/hybrid/sites/flatirons_site.py @@ -1,7 +1,7 @@ flatirons_site = { - "lat": 35.2018863, - "lon": -101.945027, - "elev": 1099, + "lat": 39.91, + "lon": -105.22, + "elev": 1800, "year": 2012, "tz": -6, 'site_boundaries': { diff --git a/tests/analysis/expected_run_all_hybrid_calcs_result.csv b/tests/analysis/expected_run_all_hybrid_calcs_result.csv index ae5f8c8f9..40007e629 100644 --- a/tests/analysis/expected_run_all_hybrid_calcs_result.csv +++ b/tests/analysis/expected_run_all_hybrid_calcs_result.csv @@ -1,2 +1,2 @@ ,Site Lat,Site Lon,PPA Price,Wind Size(MW),Solar Size(MW),Hybrid Size(MW),Wind AEP (GWh),Solar AEP (GWh),Hybrid AEP (GWh),Wind NPV ($-million),Solar NPV ($-million),Hybrid NPV ($-million),Wind LCOE (real),Solar LCOE (real),Hybrid LCOE (real),Wind Cost / MWh Produced,Solar Cost / MWh Produced,Hybrid Cost / MWh Produced,Solar Beats Wind AEP,Solar Beats Wind NPV,Solar Beats Wind Cost/MWh,Max AEP Index,Max AEP Value,Max NPV Index,Max NPV Value,Cost / MWh Produced reduction (%),LCOE(real) reduction (%),LCOE(real) reduction (%) vs wind,NPV Benefit ($-million) Hybrid Vs. Wind,Wind BOS Cost,Solar BOS Cost,Hybrid BOS Cost,Wind Capacity Factor,Solar Capacity Factor,Interconnect Capacity Factor (Wind Case),Interconnect Capacity Factor (Solar Case),Interconnect Capacity Factor (Hybrid Case),Percentage Curtailment (Wind),Percentage Curtailment (Solar),Percentage Curtailment (Hybrid),Pearson R Wind V Solar,Time Zone (for solar) -0,35.21,-101.94,0.05,100,100,200,339.09258091770846,208.12890305238557,521.3640478431827,-33.85160034542051,-49.82224824559855,-96.63158255708271,5.110476796170568,6.243978502286787,5.805058354374904,604.6997474703278,922.5052224086053,761.5584536228428,0,0,0,2,521.3640478431827,0,-33.85160034542051,-0.1338413216914695,13.591325935083143,13.591325935083143,-62.7799822116622,205049198.05,192000000.0,397049198.05,38.70919873489822,23.759007197760912,38.70919873489823,23.75900719776091,59.516443817714915,0.0,0.0,4.725223128908246,-0.2857692614083311,-7 \ No newline at end of file +0,35.21,-101.94,0.05,100,100,200,339.09258091770846,208.12890305238557,521.3640478431827,-33.85160034542051,-49.82224824559855,-96.63158255708271,5.110476796170568,6.243978502286787,5.805058354374904,604.6997474703278,922.5052224086053,761.5584536228428,0,0,0,2,521.3640478431827,0,-33.85160034542051,-0.3252596996186654,13.591325935083143,13.591325935083143,-62.7799822116622,205049198.05,192000000.0,397049198.05,38.70919873489822,23.759007197760912,38.70919873489823,23.75900719776091,59.516443817714915,0.0,0.0,4.4488259548594735,-0.2857692614083311,-6 \ No newline at end of file diff --git a/tests/hybrid/test_dispatch.py b/tests/hybrid/test_dispatch.py index b04e29b7c..1ee75e6bf 100644 --- a/tests/hybrid/test_dispatch.py +++ b/tests/hybrid/test_dispatch.py @@ -83,7 +83,7 @@ def create_test_objective_rule(m): def test_wind_dispatch(site): - expected_objective = 20719.281 + expected_objective = 17647.845 # should be 17647.845 if flatirons_site.py updated dispatch_n_look_ahead = 48 @@ -320,7 +320,7 @@ def create_test_objective_rule(m): def test_hybrid_dispatch(site): - expected_objective = 194599.572 + expected_objective = 159249.474 # should be 159249.474 if flatirons_site.py updated hybrid_plant = HybridSimulation(technologies, site, interconnect_mw * 1000, dispatch_options={'grid_charging': False}) @@ -393,7 +393,7 @@ def test_hybrid_dispatch_one_cycle_heuristic(site): def test_hybrid_solar_battery_dispatch(site): - expected_objective = 36057.573 + expected_objective = 32295.742 # should be 32295.742 if flatirons_site.py updated solar_battery_technologies = {k: technologies[k] for k in ('pv', 'battery')} hybrid_plant = HybridSimulation(solar_battery_technologies, site, interconnect_mw * 1000, diff --git a/tests/hybrid/test_hybrid.py b/tests/hybrid/test_hybrid.py index c3df4f183..8cebdab2a 100644 --- a/tests/hybrid/test_hybrid.py +++ b/tests/hybrid/test_hybrid.py @@ -67,9 +67,9 @@ def test_hybrid_pv_only(site): aeps = hybrid_plant.annual_energies npvs = hybrid_plant.net_present_values - assert aeps.pv == approx(9884106.55, 1e-3) + assert aeps.pv == approx(8018410.08, 1e-3) # should be 8018410.08 if flatirons_site.py updated assert aeps.wind == 0 - assert aeps.hybrid == approx(9884106.55, 1e-3) + assert aeps.hybrid == approx(8018410.08, 1e-3) # should be 8018410.08 if flatirons_site.py updated assert npvs.pv == approx(-5121293, 1e3) assert npvs.wind == 0 @@ -106,28 +106,28 @@ def test_hybrid_with_storage_dispatch(site): hybrid_plant.simulate() aeps = hybrid_plant.annual_energies - assert aeps.pv == approx(9883471, 1e-3) - assert aeps.wind == approx(33637983, 1e-3) - assert aeps.battery == approx(-131771, 1e-3) - assert aeps.hybrid == approx(43389683, 1e-3) + assert aeps.pv == approx(8017896.19, 1e-3) + assert aeps.wind == approx(14741474, 1e-3) + assert aeps.battery == approx(-156489, 1e-3) + assert aeps.hybrid == approx(22602881, 1e-3) npvs = hybrid_plant.net_present_values - assert npvs.pv == approx(-1293490, 1e-3) - assert npvs.wind == approx(-3967472, 1e-3) - assert npvs.battery == approx(-11836115, 1e-3) - assert npvs.hybrid == approx(-17136650, 1e-3) + assert npvs.pv == approx(-1728818, 1e-3) + assert npvs.wind == approx(-10372732, 1e-3) + assert npvs.battery == approx(-11772684, 1e-3) + assert npvs.hybrid == approx(-23895751, 1e-3) taxes = hybrid_plant.federal_taxes - assert taxes.pv[1] == approx(105716, 1e-3) - assert taxes.wind[1] == approx(402703, 1e-3) - assert taxes.battery[1] == approx(512012, 1e-3) - assert taxes.hybrid[1] == approx(1022906, 1e-3) + assert taxes.pv[1] == approx(116646, 1e-3) + assert taxes.wind[1] == approx(513418, 1e-3) + assert taxes.battery[1] == approx(510419, 1e-3) + assert taxes.hybrid[1] == approx(1144696, 1e-3) apv = hybrid_plant.energy_purchases_values assert apv.pv[1] == approx(0, 1e-3) assert apv.wind[1] == approx(0, 1e-3) - assert apv.battery[1] == approx(158296, 1e-3) - assert apv.hybrid[1] == approx(38438, 1e-2) + assert apv.battery[1] == approx(158961, 1e-3) + assert apv.hybrid[1] == approx(89995, 1e-2) debt = hybrid_plant.debt_payment assert debt.pv[1] == approx(0, 1e-3) @@ -160,16 +160,16 @@ def test_hybrid_with_storage_dispatch(site): assert om.hybrid[1] == approx(569993, 1e3) rev = hybrid_plant.total_revenues - assert rev.pv[1] == approx(296504, 1e3) - assert rev.wind[1] == approx(1009139, 1e3) - assert rev.battery[1] == approx(167015, 1e3) - assert rev.hybrid[1] == approx(1340129, 1e3) + assert rev.pv[1] == approx(240536, 1e3) + assert rev.wind[1] == approx(442244, 1e3) + assert rev.battery[1] == approx(175835, 1e3) + assert rev.hybrid[1] == approx(768082, 1e3) tc = hybrid_plant.tax_incentives assert tc.pv[1] == approx(1123104, 1e3) - assert tc.wind[1] == approx(504569, 1e3) + assert tc.wind[1] == approx(221122, 1e3) assert tc.battery[1] == approx(0, 1e3) - assert tc.hybrid[1] == approx(1659156, 1e3) + assert tc.hybrid[1] == approx(1379131, 1e3) def test_hybrid_om_costs_error(site): @@ -281,5 +281,5 @@ def test_hybrid_tax_incentives(site): ptc_hybrid = hybrid_plant.grid._financial_model.value("cf_ptc_fed")[1] ptc_fed_amount = hybrid_plant.grid._financial_model.value("ptc_fed_amount")[0] - assert ptc_fed_amount == approx(1.22941) + assert ptc_fed_amount == approx(1.35788, rel=1e-3) # should be 1.35788 if flatirons_site.py updated assert ptc_hybrid == approx(ptc_fed_amount * hybrid_plant.grid._financial_model.Outputs.cf_energy_net[1], rel=1e-3) From 22d8dae38a378280a52ce2a9794120c23e305457 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Wed, 20 Apr 2022 16:31:15 -0600 Subject: [PATCH 03/18] removing inline comments in files from last commit --- tests/hybrid/test_dispatch.py | 6 +++--- tests/hybrid/test_hybrid.py | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/tests/hybrid/test_dispatch.py b/tests/hybrid/test_dispatch.py index 1ee75e6bf..3755d5122 100644 --- a/tests/hybrid/test_dispatch.py +++ b/tests/hybrid/test_dispatch.py @@ -83,7 +83,7 @@ def create_test_objective_rule(m): def test_wind_dispatch(site): - expected_objective = 17647.845 # should be 17647.845 if flatirons_site.py updated + expected_objective = 17647.845 dispatch_n_look_ahead = 48 @@ -320,7 +320,7 @@ def create_test_objective_rule(m): def test_hybrid_dispatch(site): - expected_objective = 159249.474 # should be 159249.474 if flatirons_site.py updated + expected_objective = 159249.474 hybrid_plant = HybridSimulation(technologies, site, interconnect_mw * 1000, dispatch_options={'grid_charging': False}) @@ -393,7 +393,7 @@ def test_hybrid_dispatch_one_cycle_heuristic(site): def test_hybrid_solar_battery_dispatch(site): - expected_objective = 32295.742 # should be 32295.742 if flatirons_site.py updated + expected_objective = 32295.742 solar_battery_technologies = {k: technologies[k] for k in ('pv', 'battery')} hybrid_plant = HybridSimulation(solar_battery_technologies, site, interconnect_mw * 1000, diff --git a/tests/hybrid/test_hybrid.py b/tests/hybrid/test_hybrid.py index 8cebdab2a..310ad4985 100644 --- a/tests/hybrid/test_hybrid.py +++ b/tests/hybrid/test_hybrid.py @@ -67,9 +67,9 @@ def test_hybrid_pv_only(site): aeps = hybrid_plant.annual_energies npvs = hybrid_plant.net_present_values - assert aeps.pv == approx(8018410.08, 1e-3) # should be 8018410.08 if flatirons_site.py updated + assert aeps.pv == approx(8018410.08, 1e-3) assert aeps.wind == 0 - assert aeps.hybrid == approx(8018410.08, 1e-3) # should be 8018410.08 if flatirons_site.py updated + assert aeps.hybrid == approx(8018410.08, 1e-3) assert npvs.pv == approx(-5121293, 1e3) assert npvs.wind == 0 @@ -281,5 +281,5 @@ def test_hybrid_tax_incentives(site): ptc_hybrid = hybrid_plant.grid._financial_model.value("cf_ptc_fed")[1] ptc_fed_amount = hybrid_plant.grid._financial_model.value("ptc_fed_amount")[0] - assert ptc_fed_amount == approx(1.35788, rel=1e-3) # should be 1.35788 if flatirons_site.py updated + assert ptc_fed_amount == approx(1.35788, rel=1e-3) assert ptc_hybrid == approx(ptc_fed_amount * hybrid_plant.grid._financial_model.Outputs.cf_energy_net[1], rel=1e-3) From 23ecb9735997796018eff39427b99757b0972db5 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Fri, 22 Apr 2022 11:38:29 -0600 Subject: [PATCH 04/18] updating test files with new logic and values --- resource_files/site_details.csv | 2 -- .../analysis/expected_run_all_hybrid_calcs_result.csv | 2 +- tests/analysis/test_run_hopp_calc.py | 11 ++++++----- tests/hybrid/test_dispatch.py | 2 +- tests/hybrid/test_layout.py | 4 ++-- tests/hybrid/test_reopt.py | 2 +- .../resource/resource_loader/resource_loader_files.py | 6 ++++-- 7 files changed, 15 insertions(+), 14 deletions(-) delete mode 100644 resource_files/site_details.csv diff --git a/resource_files/site_details.csv b/resource_files/site_details.csv deleted file mode 100644 index 1e4e0474d..000000000 --- a/resource_files/site_details.csv +++ /dev/null @@ -1,2 +0,0 @@ -,site_nums,Lat,Lon,solar_filenames,wind_filenames,year -0,1,35.21,-101.94,/Users/dguittet/Projects/HybridSystems/HOPP/resource_files/solar/35.2018863_-101.945027_psmv3_60_2012.csv,/Users/dguittet/Projects/HybridSystems/HOPP/resource_files/wind/35.2018863_-101.945027_windtoolkit_2012_60min_80m.srw,2012 diff --git a/tests/analysis/expected_run_all_hybrid_calcs_result.csv b/tests/analysis/expected_run_all_hybrid_calcs_result.csv index 40007e629..f3d2ceeb3 100644 --- a/tests/analysis/expected_run_all_hybrid_calcs_result.csv +++ b/tests/analysis/expected_run_all_hybrid_calcs_result.csv @@ -1,2 +1,2 @@ ,Site Lat,Site Lon,PPA Price,Wind Size(MW),Solar Size(MW),Hybrid Size(MW),Wind AEP (GWh),Solar AEP (GWh),Hybrid AEP (GWh),Wind NPV ($-million),Solar NPV ($-million),Hybrid NPV ($-million),Wind LCOE (real),Solar LCOE (real),Hybrid LCOE (real),Wind Cost / MWh Produced,Solar Cost / MWh Produced,Hybrid Cost / MWh Produced,Solar Beats Wind AEP,Solar Beats Wind NPV,Solar Beats Wind Cost/MWh,Max AEP Index,Max AEP Value,Max NPV Index,Max NPV Value,Cost / MWh Produced reduction (%),LCOE(real) reduction (%),LCOE(real) reduction (%) vs wind,NPV Benefit ($-million) Hybrid Vs. Wind,Wind BOS Cost,Solar BOS Cost,Hybrid BOS Cost,Wind Capacity Factor,Solar Capacity Factor,Interconnect Capacity Factor (Wind Case),Interconnect Capacity Factor (Solar Case),Interconnect Capacity Factor (Hybrid Case),Percentage Curtailment (Wind),Percentage Curtailment (Solar),Percentage Curtailment (Hybrid),Pearson R Wind V Solar,Time Zone (for solar) -0,35.21,-101.94,0.05,100,100,200,339.09258091770846,208.12890305238557,521.3640478431827,-33.85160034542051,-49.82224824559855,-96.63158255708271,5.110476796170568,6.243978502286787,5.805058354374904,604.6997474703278,922.5052224086053,761.5584536228428,0,0,0,2,521.3640478431827,0,-33.85160034542051,-0.3252596996186654,13.591325935083143,13.591325935083143,-62.7799822116622,205049198.05,192000000.0,397049198.05,38.70919873489822,23.759007197760912,38.70919873489823,23.75900719776091,59.516443817714915,0.0,0.0,4.4488259548594735,-0.2857692614083311,-6 \ No newline at end of file +0,35.21,-101.94,0.05,100,100,200,339.09258091770846,208.12890305238557,521.3640478431827,-33.85160034542051,-49.82224824559855,-96.63158255708271,5.110476796170568,6.243978502286787,5.805058354374904,604.6997474703278,922.5052224086053,761.5584536228428,0,0,0,2,521.3640478431827,0,-33.85160034542051,-0.1338413216914695,13.591325935083143,13.591325935083143,-62.7799822116622,205049198.05,192000000.0,397049198.05,38.70919873489822,23.759007197760912,38.70919873489823,23.75900719776091,59.516443817714915,0.0,0.0,4.725223128908246,-0.2857692614083311,-6 \ No newline at end of file diff --git a/tests/analysis/test_run_hopp_calc.py b/tests/analysis/test_run_hopp_calc.py index 4d793e78a..2da152bb0 100644 --- a/tests/analysis/test_run_hopp_calc.py +++ b/tests/analysis/test_run_hopp_calc.py @@ -16,14 +16,15 @@ def test_all_hybrid_calcs(self): """ # prepare results folder parent_path = os.path.abspath(os.path.dirname(__file__)) - main_path = os.path.abspath(os.path.join(parent_path, 'analysis')) - print("Parent path: ", parent_path) - print("Main path", main_path) + # main_path = os.path.abspath(os.path.join(parent_path, 'analysis')) + # print("Parent path: ", parent_path) + # print("Main path", main_path) + + # directory to resource_files results_dir = os.path.join(parent_path, 'results') if not os.path.exists(results_dir): os.mkdir(results_dir) - # directory to resource_files - print("Resource Dir:", resource_dir) + # print("Resource Dir:", resource_dir) # Establish Project Scenarios and Parameter Ranges: scenario_descriptions = ['Wind Only', 'Solar Only', 'Hybrid - Wind & Solar', 'Solar Addition', 'Wind Overbuild', diff --git a/tests/hybrid/test_dispatch.py b/tests/hybrid/test_dispatch.py index 3755d5122..ec25e238a 100644 --- a/tests/hybrid/test_dispatch.py +++ b/tests/hybrid/test_dispatch.py @@ -70,7 +70,7 @@ def create_test_objective_rule(m): solar.dispatch.update_time_series_dispatch_model_parameters(0) - print("Total available generation: {}".format(sum(solar.dispatch.available_generation))) + # print("Total available generation: {}".format(sum(solar.dispatch.available_generation))) results = HybridDispatchBuilderSolver.glpk_solve_call(model) assert results.solver.termination_condition == TerminationCondition.optimal diff --git a/tests/hybrid/test_layout.py b/tests/hybrid/test_layout.py index ad6841b96..7ac0e66b7 100644 --- a/tests/hybrid/test_layout.py +++ b/tests/hybrid/test_layout.py @@ -99,7 +99,7 @@ def test_hybrid_layout(site): layout = HybridLayout(site, power_sources) xcoords, ycoords = layout.wind.turb_pos_x, layout.wind.turb_pos_y - print(xcoords, ycoords) + # print(xcoords, ycoords) expected_xcoords = [0.751, 1004.834, 1470.385, 903.063, 681.399] expected_ycoords = [888.865, 1084.148, 929.881, 266.409, 664.890] @@ -121,7 +121,7 @@ def test_hybrid_layout_wind_only(site): layout = HybridLayout(site, power_sources) xcoords, ycoords = layout.wind.turb_pos_x, layout.wind.turb_pos_y - print(xcoords, ycoords) + # print(xcoords, ycoords) expected_xcoords = [0.751, 1004.834, 1470.385, 903.063, 658.181] expected_ycoords = [888.865, 1084.148, 929.881, 266.409, 647.169] diff --git a/tests/hybrid/test_reopt.py b/tests/hybrid/test_reopt.py index 00e7c6f6e..098244716 100644 --- a/tests/hybrid/test_reopt.py +++ b/tests/hybrid/test_reopt.py @@ -52,7 +52,7 @@ def test_ReOPT(): results = reopt.get_reopt_results(force_download=True) assert(isinstance(results, dict)) - print(results["outputs"]["Scenario"]["Site"]["Wind"]['year_one_to_grid_series_kw']) + # print(results["outputs"]["Scenario"]["Site"]["Wind"]['year_one_to_grid_series_kw']) if 'error' in results['outputs']['Scenario']["status"]: if 'error' in results["messages"].keys(): if 'Optimization exceeded timeout' in results["messages"]['error']: diff --git a/tools/resource/resource_loader/resource_loader_files.py b/tools/resource/resource_loader/resource_loader_files.py index 22cee5f0c..0113bf3e5 100644 --- a/tools/resource/resource_loader/resource_loader_files.py +++ b/tools/resource/resource_loader/resource_loader_files.py @@ -35,12 +35,14 @@ def resource_loader_file(resource_dir, desired_lats, desired_lons, year="2012"): for file in os.listdir(solar_dir): if file.endswith(".csv"): if file.rsplit('_')[4].rsplit('.')[0] == str(year): - files_solar.append(file) + if file.rsplit('_')[2] == str('psmv3'): + files_solar.append(file) for file in os.listdir(wind_dir): if file.endswith(".srw"): if file.rsplit('_')[3] == str(year): - files_wind.append(file) + if file.rsplit('_')[2] == str('windtoolkit'): + files_wind.append(file) # Get Solar Data x_lon_solar = np.zeros(len(files_solar)) From 798351efe8c21c64e3450600e51b8da2fd8923ca Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Thu, 5 May 2022 14:59:46 -0600 Subject: [PATCH 05/18] work in progress --- examples/simulate_hybrid.py | 3 +- hybrid/resource/solar_resource.py | 1 - hybrid/resource/wind_resource.py | 24 ++----------- hybrid/sites/__init__.py | 1 + hybrid/sites/amarillo_site.py | 26 +++++++++++++++ tests/analysis/test_run_hopp_calc.py | 7 ++-- tests/hybrid/mindtpy_test.py | 4 +-- tests/hybrid/test_dispatch.py | 12 +++---- tests/hybrid/test_flicker.py | 4 +-- tests/hybrid/test_hybrid.py | 50 ++++++++++++++-------------- tests/hybrid/test_layout.py | 6 ++-- tests/hybrid/test_reopt.py | 2 +- tests/hybrid/test_solar_wind.py | 4 +-- tests/hybrid/test_wind.py | 14 ++++---- 14 files changed, 79 insertions(+), 79 deletions(-) create mode 100644 hybrid/sites/amarillo_site.py diff --git a/examples/simulate_hybrid.py b/examples/simulate_hybrid.py index d656cf379..abf3305b4 100644 --- a/examples/simulate_hybrid.py +++ b/examples/simulate_hybrid.py @@ -22,8 +22,7 @@ 'wind': { 'num_turbines': 10, 'turbine_rating_kw': 2000 - }, - 'grid': interconnection_size_mw} + }} # Get resource lat = flatirons_site['lat'] diff --git a/hybrid/resource/solar_resource.py b/hybrid/resource/solar_resource.py index c9845a59d..5c9641802 100644 --- a/hybrid/resource/solar_resource.py +++ b/hybrid/resource/solar_resource.py @@ -67,7 +67,6 @@ def download_resource(self): attr=self.solar_attributes) elif self.api.lower() == 'nasa': - print('inside nasa power solar api') url = 'https://power.larc.nasa.gov/api/temporal/hourly/point?start={start}&end={end}&latitude={lat}&longitude={lon}&community=re¶meters=T2M&format=sam&user=TEST'.format( start=self.start_date, end=self.end_date, lat=self.latitude, lon=self.longitude) else: diff --git a/hybrid/resource/wind_resource.py b/hybrid/resource/wind_resource.py index c078d8559..b0f8702e2 100644 --- a/hybrid/resource/wind_resource.py +++ b/hybrid/resource/wind_resource.py @@ -116,7 +116,6 @@ def download_resource(self): success = self.call_api(url, filename=f) elif self.api.lower() == 'nasa': - print('inside nasa power wind api') for height, f in self.file_resource_heights.items(): url = 'https://power.larc.nasa.gov/api/temporal/hourly/point?start={start}&end={end}&latitude={lat}&longitude={lon}&community=RE¶meters=T2M&format=srw&wind-surface={surface}&wind-elevation={hubheight}&site-elevation={hubheight}'.format( start=self.start_date, end=self.end_date, lat=self.latitude, lon=self.longitude, surface=self.vegtype, hubheight=height) @@ -186,27 +185,8 @@ def data(self, data_file): if self.api.lower() == 'nrel': self._data = SRW_to_wind_data(data_file) elif self.api.lower() == 'nasa': - # This methodology assumes the NASA POWER API is called with all arguments (wind-surface, wind-elevation, site-elevation) as detailed in example below - # https://power.larc.nasa.gov/api/temporal/hourly/point?start=20120101&end=20121231&latitude=35.2018&longitude=-101.9450&community=RE¶meters=T2M&format=srw&wind-surface=vegtype_4&wind-elevation=80&site-elevation=80 - - data_dict = SRW_to_wind_data(data_file) - self._data = {} - full_data = np.array(data_dict['data']) - num_datapoints = full_data.shape[0] - self._data['data'] = np.zeros((num_datapoints, 4)) - self._data['data'][:, 0] = full_data[:, 0] # Grab the temp at 2 m - self._data['data'][:, 1] = full_data[:, 9] # Grab the corrected pressure at user specified hub height - self._data['data'][:, 2] = full_data[:, 8] # Grab the corrected speed at user specified hub height - self._data['data'][:, 3] = full_data[:, 7] # Grab the direction at 50 m - self._data['heights'] = [self.hub_height_meters] * 4 - self._data['fields'] = [1, 2, 3, 4] - if self.hub_height_meters == 10: - # overwrites 50 m direction data with 10 m direction data - self._data['data'][:, 3] = full_data[:, 5] - # else: - # height_diffs = np.abs(np.array(data_dict['heights']) - self.hub_height_meters) - # indices = np.where(height_diffs == height_diffs.min()) - + self._data = SRW_to_wind_data(data_file) + #converts np.array to list for HOPP handling self._data['data'] = self._data['data'].tolist() else: raise NameError(self.api + " does not exist. Try 'nrel' for the NREL developer network NSRDB API or 'nasa' for NASA POWER API") \ No newline at end of file diff --git a/hybrid/sites/__init__.py b/hybrid/sites/__init__.py index fa1b10bb2..35ae3daaa 100644 --- a/hybrid/sites/__init__.py +++ b/hybrid/sites/__init__.py @@ -1,5 +1,6 @@ from .circular_site import make_circular_site from .flatirons_site import flatirons_site +from .amarillo_site import amarillo_site from .irregular_site import make_irregular_site from .locations import locations from .site_info import SiteInfo diff --git a/hybrid/sites/amarillo_site.py b/hybrid/sites/amarillo_site.py new file mode 100644 index 000000000..aebbad4d4 --- /dev/null +++ b/hybrid/sites/amarillo_site.py @@ -0,0 +1,26 @@ +amarillo_site = { + "lat": 35.2018863, + "lon": -101.945027, + "elev": 1099, + "year": 2012, + "tz": -6, + 'site_boundaries': { + 'verts': [[3.0599999999976717, 288.87000000011176], + [0.0, 1084.0300000002608], + [1784.0499999999884, 1084.2400000002235], + [1794.0900000000256, 999.6399999996647], + [1494.3400000000256, 950.9699999997392], + [712.640000000014, 262.79999999981374], + [1216.9800000000396, 272.3600000003353], + [1217.7600000000093, 151.62000000011176], + [708.140000000014, 0.0]], + 'verts_simple': [[3.0599999999976717, 288.87000000011176], + [0.0, 1084.0300000002608], + [1784.0499999999884, 1084.2400000002235], + [1794.0900000000256, 999.6399999996647], + [1216.9800000000396, 272.3600000003353], + [1217.7600000000093, 151.62000000011176], + [708.140000000014, 0.0]] + }, + 'urdb_label': "5ca4d1175457a39b23b3d45e" +} diff --git a/tests/analysis/test_run_hopp_calc.py b/tests/analysis/test_run_hopp_calc.py index 2da152bb0..79371a89b 100644 --- a/tests/analysis/test_run_hopp_calc.py +++ b/tests/analysis/test_run_hopp_calc.py @@ -5,7 +5,7 @@ from tools.resource.resource_tools import * from tools.resource.resource_loader.resource_loader_files import resource_loader_file -from hybrid.sites import flatirons_site as sample_site +from hybrid.sites import amarillo_site as sample_site from examples.analysis.single_location import run_all_hybrid_calcs, run_hopp_calc, resource_dir @@ -16,9 +16,6 @@ def test_all_hybrid_calcs(self): """ # prepare results folder parent_path = os.path.abspath(os.path.dirname(__file__)) - # main_path = os.path.abspath(os.path.join(parent_path, 'analysis')) - # print("Parent path: ", parent_path) - # print("Main path", main_path) # directory to resource_files results_dir = os.path.join(parent_path, 'results') @@ -167,7 +164,7 @@ def test_run_hopp_calc(self): load_resource_from_file = True ppa_price = 0.05 results_dir = 'results' - Site = sample_site # sample_site has been loaded from flatirons_site to provide sample site boundary information + Site = sample_site # sample_site has been loaded from amarillo_site to provide sample site boundary information Site['Lat'] = 35.21 Site['Lon'] = -101.94 Site['site_num'] = 1 diff --git a/tests/hybrid/mindtpy_test.py b/tests/hybrid/mindtpy_test.py index 089995770..332a075a7 100644 --- a/tests/hybrid/mindtpy_test.py +++ b/tests/hybrid/mindtpy_test.py @@ -1,5 +1,5 @@ import pyomo.environ as pyomo -from hybrid.sites import SiteInfo, flatirons_site +from hybrid.sites import SiteInfo, amarillo_site from hybrid.battery import Battery from hybrid.dispatch.power_storage.linear_voltage_nonconvex_battery_dispatch import NonConvexLinearVoltageBatteryDispatch from hybrid.dispatch.hybrid_dispatch_builder_solver import HybridDispatch @@ -33,7 +33,7 @@ }, 'grid': 50} -site = SiteInfo(flatirons_site) +site = SiteInfo(amarillo_site) expected_objective = 15349.798 # TODO: McCormick error is large enough to make objective twice the value of simple battery dispatch objective diff --git a/tests/hybrid/test_dispatch.py b/tests/hybrid/test_dispatch.py index ec25e238a..62eed1e82 100644 --- a/tests/hybrid/test_dispatch.py +++ b/tests/hybrid/test_dispatch.py @@ -4,7 +4,7 @@ from pyomo.opt import TerminationCondition from pyomo.util.check_units import assert_units_consistent -from hybrid.sites import SiteInfo, flatirons_site +from hybrid.sites import SiteInfo, amarillo_site from hybrid.wind_source import WindPlant from hybrid.pv_source import PVPlant from hybrid.battery import Battery @@ -16,7 +16,7 @@ @pytest.fixture def site(): - return SiteInfo(flatirons_site) + return SiteInfo(amarillo_site) technologies = {'pv': { @@ -70,8 +70,6 @@ def create_test_objective_rule(m): solar.dispatch.update_time_series_dispatch_model_parameters(0) - # print("Total available generation: {}".format(sum(solar.dispatch.available_generation))) - results = HybridDispatchBuilderSolver.glpk_solve_call(model) assert results.solver.termination_condition == TerminationCondition.optimal @@ -83,7 +81,7 @@ def create_test_objective_rule(m): def test_wind_dispatch(site): - expected_objective = 17647.845 + expected_objective = 20719.281 dispatch_n_look_ahead = 48 @@ -320,7 +318,7 @@ def create_test_objective_rule(m): def test_hybrid_dispatch(site): - expected_objective = 159249.474 + expected_objective = 194599.572 hybrid_plant = HybridSimulation(technologies, site, interconnect_mw * 1000, dispatch_options={'grid_charging': False}) @@ -393,7 +391,7 @@ def test_hybrid_dispatch_one_cycle_heuristic(site): def test_hybrid_solar_battery_dispatch(site): - expected_objective = 32295.742 + expected_objective = 36057.573 solar_battery_technologies = {k: technologies[k] for k in ('pv', 'battery')} hybrid_plant = HybridSimulation(solar_battery_technologies, site, interconnect_mw * 1000, diff --git a/tests/hybrid/test_flicker.py b/tests/hybrid/test_flicker.py index 5f826346b..87e77f74e 100644 --- a/tests/hybrid/test_flicker.py +++ b/tests/hybrid/test_flicker.py @@ -2,10 +2,10 @@ from pytest import approx import csv from hybrid.layout.shadow_flicker import * -from hybrid.sites import flatirons_site +from hybrid.sites import amarillo_site sys.path.append('..') -verts = flatirons_site['site_boundaries']['verts'] +verts = amarillo_site['site_boundaries']['verts'] def sun_info(n): diff --git a/tests/hybrid/test_hybrid.py b/tests/hybrid/test_hybrid.py index 310ad4985..e6576dd6b 100644 --- a/tests/hybrid/test_hybrid.py +++ b/tests/hybrid/test_hybrid.py @@ -1,13 +1,13 @@ from pytest import approx, fixture -from hybrid.sites import SiteInfo, flatirons_site +from hybrid.sites import SiteInfo, amarillo_site from hybrid.layout.hybrid_layout import WindBoundaryGridParameters, PVGridParameters from hybrid.hybrid_simulation import HybridSimulation @fixture def site(): - return SiteInfo(flatirons_site) + return SiteInfo(amarillo_site) interconnection_size_kw = 15000 @@ -67,9 +67,9 @@ def test_hybrid_pv_only(site): aeps = hybrid_plant.annual_energies npvs = hybrid_plant.net_present_values - assert aeps.pv == approx(8018410.08, 1e-3) + assert aeps.pv == approx(9884106.55, 1e-3) assert aeps.wind == 0 - assert aeps.hybrid == approx(8018410.08, 1e-3) + assert aeps.hybrid == approx(9884106.55, 1e-3) assert npvs.pv == approx(-5121293, 1e3) assert npvs.wind == 0 @@ -106,28 +106,28 @@ def test_hybrid_with_storage_dispatch(site): hybrid_plant.simulate() aeps = hybrid_plant.annual_energies - assert aeps.pv == approx(8017896.19, 1e-3) - assert aeps.wind == approx(14741474, 1e-3) - assert aeps.battery == approx(-156489, 1e-3) - assert aeps.hybrid == approx(22602881, 1e-3) + assert aeps.pv == approx(9883471, 1e-3) + assert aeps.wind == approx(33637983, 1e-3) + assert aeps.battery == approx(-153110, 1e-3) + assert aeps.hybrid == approx(43389683, 1e-3) npvs = hybrid_plant.net_present_values - assert npvs.pv == approx(-1728818, 1e-3) - assert npvs.wind == approx(-10372732, 1e-3) - assert npvs.battery == approx(-11772684, 1e-3) - assert npvs.hybrid == approx(-23895751, 1e-3) + assert npvs.pv == approx(-1293490, 1e-3) + assert npvs.wind == approx(-3967472, 1e-3) + assert npvs.battery == approx(-11796801, 1e-3) + assert npvs.hybrid == approx(-17136650, 1e-3) taxes = hybrid_plant.federal_taxes - assert taxes.pv[1] == approx(116646, 1e-3) - assert taxes.wind[1] == approx(513418, 1e-3) - assert taxes.battery[1] == approx(510419, 1e-3) - assert taxes.hybrid[1] == approx(1144696, 1e-3) + assert taxes.pv[1] == approx(105716, 1e-3) + assert taxes.wind[1] == approx(402703, 1e-3) + assert taxes.battery[1] == approx(512012, 1e-3) + assert taxes.hybrid[1] == approx(1022906, 1e-3) apv = hybrid_plant.energy_purchases_values assert apv.pv[1] == approx(0, 1e-3) assert apv.wind[1] == approx(0, 1e-3) - assert apv.battery[1] == approx(158961, 1e-3) - assert apv.hybrid[1] == approx(89995, 1e-2) + assert apv.battery[1] == approx(158296, 1e-3) + assert apv.hybrid[1] == approx(38438, 1e-2) debt = hybrid_plant.debt_payment assert debt.pv[1] == approx(0, 1e-3) @@ -160,16 +160,16 @@ def test_hybrid_with_storage_dispatch(site): assert om.hybrid[1] == approx(569993, 1e3) rev = hybrid_plant.total_revenues - assert rev.pv[1] == approx(240536, 1e3) - assert rev.wind[1] == approx(442244, 1e3) - assert rev.battery[1] == approx(175835, 1e3) - assert rev.hybrid[1] == approx(768082, 1e3) + assert rev.pv[1] == approx(296504, 1e3) + assert rev.wind[1] == approx(1009139, 1e3) + assert rev.battery[1] == approx(167015, 1e3) + assert rev.hybrid[1] == approx(1340129, 1e3) tc = hybrid_plant.tax_incentives assert tc.pv[1] == approx(1123104, 1e3) - assert tc.wind[1] == approx(221122, 1e3) + assert tc.wind[1] == approx(504569, 1e3) assert tc.battery[1] == approx(0, 1e3) - assert tc.hybrid[1] == approx(1379131, 1e3) + assert tc.hybrid[1] == approx(1659156, 1e3) def test_hybrid_om_costs_error(site): @@ -281,5 +281,5 @@ def test_hybrid_tax_incentives(site): ptc_hybrid = hybrid_plant.grid._financial_model.value("cf_ptc_fed")[1] ptc_fed_amount = hybrid_plant.grid._financial_model.value("ptc_fed_amount")[0] - assert ptc_fed_amount == approx(1.35788, rel=1e-3) + assert ptc_fed_amount == approx(1.22941) assert ptc_hybrid == approx(ptc_fed_amount * hybrid_plant.grid._financial_model.Outputs.cf_energy_net[1], rel=1e-3) diff --git a/tests/hybrid/test_layout.py b/tests/hybrid/test_layout.py index 7ac0e66b7..77671eb4c 100644 --- a/tests/hybrid/test_layout.py +++ b/tests/hybrid/test_layout.py @@ -2,7 +2,7 @@ import numpy as np import matplotlib.pyplot as plt -from hybrid.sites import SiteInfo, flatirons_site +from hybrid.sites import SiteInfo, amarillo_site from hybrid.wind_source import WindPlant from hybrid.pv_source import PVPlant from hybrid.layout.hybrid_layout import HybridLayout, WindBoundaryGridParameters, PVGridParameters @@ -11,7 +11,7 @@ @pytest.fixture def site(): - return SiteInfo(flatirons_site) + return SiteInfo(amarillo_site) technology = { @@ -38,7 +38,7 @@ def site(): def test_create_grid(): - site_info = SiteInfo(flatirons_site) + site_info = SiteInfo(amarillo_site) bounding_shape = site_info.polygon.buffer(-200) site_info.plot() turbine_positions = create_grid(bounding_shape, diff --git a/tests/hybrid/test_reopt.py b/tests/hybrid/test_reopt.py index 098244716..d31eb9427 100644 --- a/tests/hybrid/test_reopt.py +++ b/tests/hybrid/test_reopt.py @@ -20,7 +20,7 @@ def test_ReOPT(): lon = -105.2211 # get resource and create model - site = SiteInfo(flatirons_site) + site = SiteInfo(amarillo_site) load = [1000*(sin(x) + pi)for x in range(0, 8760)] urdb_label = "5ca4d1175457a39b23b3d45e" # https://openei.org/apps/IURDB/rate/view/5ca3d45ab718b30e03405898 diff --git a/tests/hybrid/test_solar_wind.py b/tests/hybrid/test_solar_wind.py index 434a4d4c0..e76ac84f4 100644 --- a/tests/hybrid/test_solar_wind.py +++ b/tests/hybrid/test_solar_wind.py @@ -2,10 +2,10 @@ from pytest import approx import csv from hybrid.layout.shadow_flicker import * -from hybrid.sites import flatirons_site +from hybrid.sites import amarillo_site sys.path.append('..') -verts = flatirons_site['site_boundaries']['verts'] +verts = amarillo_site['site_boundaries']['verts'] def sun_info(n): diff --git a/tests/hybrid/test_wind.py b/tests/hybrid/test_wind.py index 86702a545..761b35e72 100644 --- a/tests/hybrid/test_wind.py +++ b/tests/hybrid/test_wind.py @@ -2,7 +2,7 @@ import math import PySAM.Windpower as windpower -from hybrid.sites import SiteInfo, flatirons_site +from hybrid.sites import SiteInfo, amarillo_site from hybrid.wind_source import WindPlant @@ -62,7 +62,7 @@ def test_wind_powercurve(): def test_changing_n_turbines(): # test with gridded layout - model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 10, "turbine_rating_kw": 2000}) + model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 10, "turbine_rating_kw": 2000}) assert(model.system_capacity_kw == 20000) for n in range(1, 20): model.num_turbines = n @@ -73,7 +73,7 @@ def test_changing_n_turbines(): def test_changing_rotor_diam_recalc(): - model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 10, "turbine_rating_kw": 2000}) + model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 10, "turbine_rating_kw": 2000}) assert model.system_capacity_kw == 20000 diams = range(50, 70, 140) for d in diams: @@ -84,7 +84,7 @@ def test_changing_rotor_diam_recalc(): def test_changing_turbine_rating(): # powercurve scaling - model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 24, "turbine_rating_kw": 2000}) + model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 24, "turbine_rating_kw": 2000}) n_turbs = model.num_turbines for n in range(1000, 3000, 150): model.turb_rating = n @@ -93,7 +93,7 @@ def test_changing_turbine_rating(): def test_changing_powercurve(): # with power curve recalculation requires diameter changes - model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 24, "turbine_rating_kw": 2000}) + model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 24, "turbine_rating_kw": 2000}) n_turbs = model.num_turbines d_to_r = model.rotor_diameter / model.turb_rating for n in range(1000, 3001, 500): @@ -105,7 +105,7 @@ def test_changing_powercurve(): def test_changing_system_capacity(): # adjust number of turbines, system capacity won't be exactly as requested - model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 20, "turbine_rating_kw": 1000}) + model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 20, "turbine_rating_kw": 1000}) rating = model.turb_rating for n in range(1000, 20000, 1000): model.system_capacity_by_num_turbines(n) @@ -113,7 +113,7 @@ def test_changing_system_capacity(): assert model.system_capacity_kw == rating * round(n/rating) # adjust turbine rating first, system capacity will be exact - model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 20, "turbine_rating_kw": 1000}) + model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 20, "turbine_rating_kw": 1000}) for n in range(40000, 60000, 1000): model.system_capacity_by_rating(n) assert model.system_capacity_kw == pytest.approx(n) From 32e9e965c65ac1fb402165db4c2c2d4aa1a2ad66 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Thu, 5 May 2022 15:41:48 -0600 Subject: [PATCH 06/18] updating nrel api V2 --- hybrid/resource/solar_resource.py | 10 +++++----- hybrid/resource/wind_resource.py | 6 +++--- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/hybrid/resource/solar_resource.py b/hybrid/resource/solar_resource.py index 5c9641802..7905e2611 100644 --- a/hybrid/resource/solar_resource.py +++ b/hybrid/resource/solar_resource.py @@ -60,11 +60,11 @@ def __init__(self, lat, lon, year, api='nrel', path_resource="", filepath="", ** def download_resource(self): if self.api.lower() == 'nrel': - url = 'https://developer.nrel.gov/api/solar/nsrdb_psm3_download.csv?wkt=POINT({lon}+{lat})&names={year}&leap_day={leap}&interval={interval}&utc={utc}&full_name={name}&email={email}&affiliation={affiliation}&mailing_list={mailing_list}&reason={reason}&api_key={api}&attributes={attr}'.format( - year=self.year, lat=self.latitude, lon=self.longitude, leap=self.leap_year, interval=self.interval, - utc=self.utc, name=self.name, email=self.email, mailing_list=self.mailing_list, - affiliation=self.affiliation, reason=self.reason, api=get_developer_nrel_gov_key(), - attr=self.solar_attributes) + url = 'https://developer.nrel.gov/api/nsrdb/v2/solar/psm3-download.csv?wkt=POINT({lon}+{lat})&names={year}&leap_day={leap}&interval={interval}&utc={utc}&full_name={name}&email={email}&affiliation={affiliation}&mailing_list={mailing_list}&reason={reason}&api_key={api}&attributes={attr}'.format( + year=self.year, lat=self.latitude, lon=self.longitude, leap=self.leap_year, interval=self.interval, + utc=self.utc, name=self.name, email=self.email, + mailing_list=self.mailing_list, affiliation=self.affiliation, reason=self.reason, api=get_developer_nrel_gov_key(), + attr=self.solar_attributes) elif self.api.lower() == 'nasa': url = 'https://power.larc.nasa.gov/api/temporal/hourly/point?start={start}&end={end}&latitude={lat}&longitude={lon}&community=re¶meters=T2M&format=sam&user=TEST'.format( diff --git a/hybrid/resource/wind_resource.py b/hybrid/resource/wind_resource.py index b0f8702e2..60079ffc6 100644 --- a/hybrid/resource/wind_resource.py +++ b/hybrid/resource/wind_resource.py @@ -110,9 +110,9 @@ def download_resource(self): if not success: if self.api.lower() == 'nrel': for height, f in self.file_resource_heights.items(): - url = 'https://developer.nrel.gov/api/wind-toolkit/wind/wtk_srw_download?year={year}&lat={lat}&lon={lon}&hubheight={hubheight}&api_key={api_key}'.format( - year=self.year, lat=self.latitude, lon=self.longitude, hubheight=height, api_key=get_developer_nrel_gov_key()) - + url = 'https://developer.nrel.gov/api/wind-toolkit/v2/wind/wtk-srw-download?year={year}&lat={lat}&lon={lon}&hubheight={hubheight}&api_key={api_key}&email={email}'.format( + year=self.year, lat=self.latitude, lon=self.longitude, hubheight=height, api_key=get_developer_nrel_gov_key(), email=self.email) + success = self.call_api(url, filename=f) elif self.api.lower() == 'nasa': From 31b8d125977bd844f376f7bb782ddcc7702ca4a8 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Thu, 5 May 2022 17:30:37 -0600 Subject: [PATCH 07/18] updated testing values based on latest pull of HOPP main and corrected some approx statements --- tests/analysis/test_run_hopp_calc.py | 2 +- tests/hybrid/test_dispatch.py | 6 +++--- tests/hybrid/test_hybrid.py | 20 ++++++++++---------- 3 files changed, 14 insertions(+), 14 deletions(-) diff --git a/tests/analysis/test_run_hopp_calc.py b/tests/analysis/test_run_hopp_calc.py index 79371a89b..d05398e7a 100644 --- a/tests/analysis/test_run_hopp_calc.py +++ b/tests/analysis/test_run_hopp_calc.py @@ -79,7 +79,7 @@ def test_all_hybrid_calcs(self): # # Filtering which sites are included # site_details = filter_sites(site_details, location='usa only') - print("Resource Data Loaded") + # print("Resource Data Loaded") solar_tracking_mode = 'Fixed' # Currently not making a difference ppa_prices = [0.05] # 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.10] diff --git a/tests/hybrid/test_dispatch.py b/tests/hybrid/test_dispatch.py index 62eed1e82..b5af0bc4f 100644 --- a/tests/hybrid/test_dispatch.py +++ b/tests/hybrid/test_dispatch.py @@ -81,7 +81,7 @@ def create_test_objective_rule(m): def test_wind_dispatch(site): - expected_objective = 20719.281 + expected_objective = 20719.281 dispatch_n_look_ahead = 48 @@ -318,7 +318,7 @@ def create_test_objective_rule(m): def test_hybrid_dispatch(site): - expected_objective = 194599.572 + expected_objective = 194599.572 hybrid_plant = HybridSimulation(technologies, site, interconnect_mw * 1000, dispatch_options={'grid_charging': False}) @@ -391,7 +391,7 @@ def test_hybrid_dispatch_one_cycle_heuristic(site): def test_hybrid_solar_battery_dispatch(site): - expected_objective = 36057.573 + expected_objective = 36057.573 solar_battery_technologies = {k: technologies[k] for k in ('pv', 'battery')} hybrid_plant = HybridSimulation(solar_battery_technologies, site, interconnect_mw * 1000, diff --git a/tests/hybrid/test_hybrid.py b/tests/hybrid/test_hybrid.py index e6576dd6b..201a803aa 100644 --- a/tests/hybrid/test_hybrid.py +++ b/tests/hybrid/test_hybrid.py @@ -67,9 +67,9 @@ def test_hybrid_pv_only(site): aeps = hybrid_plant.annual_energies npvs = hybrid_plant.net_present_values - assert aeps.pv == approx(9884106.55, 1e-3) + assert aeps.pv == approx(9884106.55, 1e-3) assert aeps.wind == 0 - assert aeps.hybrid == approx(9884106.55, 1e-3) + assert aeps.hybrid == approx(9884106.55, 1e-3) assert npvs.pv == approx(-5121293, 1e3) assert npvs.wind == 0 @@ -108,26 +108,26 @@ def test_hybrid_with_storage_dispatch(site): assert aeps.pv == approx(9883471, 1e-3) assert aeps.wind == approx(33637983, 1e-3) - assert aeps.battery == approx(-153110, 1e-3) + assert aeps.battery == approx(-153110, 1e-3) assert aeps.hybrid == approx(43389683, 1e-3) npvs = hybrid_plant.net_present_values assert npvs.pv == approx(-1293490, 1e-3) assert npvs.wind == approx(-3967472, 1e-3) assert npvs.battery == approx(-11796801, 1e-3) - assert npvs.hybrid == approx(-17136650, 1e-3) + assert npvs.hybrid == approx(-17156894, 1e-3) taxes = hybrid_plant.federal_taxes assert taxes.pv[1] == approx(105716, 1e-3) assert taxes.wind[1] == approx(402703, 1e-3) - assert taxes.battery[1] == approx(512012, 1e-3) + assert taxes.battery[1] == approx(511025, 1e-3) assert taxes.hybrid[1] == approx(1022906, 1e-3) apv = hybrid_plant.energy_purchases_values assert apv.pv[1] == approx(0, 1e-3) assert apv.wind[1] == approx(0, 1e-3) - assert apv.battery[1] == approx(158296, 1e-3) - assert apv.hybrid[1] == approx(38438, 1e-2) + assert apv.battery[1] == approx(159301, 1e-3) + assert apv.hybrid[1] == approx(33414, 1e-3) debt = hybrid_plant.debt_payment assert debt.pv[1] == approx(0, 1e-3) @@ -276,10 +276,10 @@ def test_hybrid_tax_incentives(site): assert ptc_pv == hybrid_plant.pv._financial_model.value("ptc_fed_amount")[0]*hybrid_plant.pv.annual_energy_kw ptc_batt = hybrid_plant.battery._financial_model.value("cf_ptc_fed")[1] - assert ptc_batt == hybrid_plant.battery._financial_model.value("ptc_fed_amount")[0]\ - * hybrid_plant.battery._financial_model.LCOS.batt_annual_discharge_energy[1] + assert ptc_batt == approx(hybrid_plant.battery._financial_model.value("ptc_fed_amount")[0]\ + * hybrid_plant.battery._financial_model.LCOS.batt_annual_discharge_energy[1]) ptc_hybrid = hybrid_plant.grid._financial_model.value("cf_ptc_fed")[1] ptc_fed_amount = hybrid_plant.grid._financial_model.value("ptc_fed_amount")[0] - assert ptc_fed_amount == approx(1.22941) + assert ptc_fed_amount == approx(1.22939, rel=1e-5) assert ptc_hybrid == approx(ptc_fed_amount * hybrid_plant.grid._financial_model.Outputs.cf_energy_net[1], rel=1e-3) From 870f3ec3b43760ad242cd78dfa128d1005bae9e6 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Thu, 5 May 2022 17:45:29 -0600 Subject: [PATCH 08/18] removing extra commented lines --- tests/analysis/test_run_hopp_calc.py | 3 --- tests/hybrid/test_layout.py | 4 ---- tests/hybrid/test_reopt.py | 1 - 3 files changed, 8 deletions(-) diff --git a/tests/analysis/test_run_hopp_calc.py b/tests/analysis/test_run_hopp_calc.py index d05398e7a..3debf2a59 100644 --- a/tests/analysis/test_run_hopp_calc.py +++ b/tests/analysis/test_run_hopp_calc.py @@ -21,7 +21,6 @@ def test_all_hybrid_calcs(self): results_dir = os.path.join(parent_path, 'results') if not os.path.exists(results_dir): os.mkdir(results_dir) - # print("Resource Dir:", resource_dir) # Establish Project Scenarios and Parameter Ranges: scenario_descriptions = ['Wind Only', 'Solar Only', 'Hybrid - Wind & Solar', 'Solar Addition', 'Wind Overbuild', @@ -79,8 +78,6 @@ def test_all_hybrid_calcs(self): # # Filtering which sites are included # site_details = filter_sites(site_details, location='usa only') - # print("Resource Data Loaded") - solar_tracking_mode = 'Fixed' # Currently not making a difference ppa_prices = [0.05] # 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.10] solar_bos_reduction_options = [0] # 0, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3] diff --git a/tests/hybrid/test_layout.py b/tests/hybrid/test_layout.py index 77671eb4c..e39bbc995 100644 --- a/tests/hybrid/test_layout.py +++ b/tests/hybrid/test_layout.py @@ -99,8 +99,6 @@ def test_hybrid_layout(site): layout = HybridLayout(site, power_sources) xcoords, ycoords = layout.wind.turb_pos_x, layout.wind.turb_pos_y - # print(xcoords, ycoords) - expected_xcoords = [0.751, 1004.834, 1470.385, 903.063, 681.399] expected_ycoords = [888.865, 1084.148, 929.881, 266.409, 664.890] @@ -121,8 +119,6 @@ def test_hybrid_layout_wind_only(site): layout = HybridLayout(site, power_sources) xcoords, ycoords = layout.wind.turb_pos_x, layout.wind.turb_pos_y - # print(xcoords, ycoords) - expected_xcoords = [0.751, 1004.834, 1470.385, 903.063, 658.181] expected_ycoords = [888.865, 1084.148, 929.881, 266.409, 647.169] diff --git a/tests/hybrid/test_reopt.py b/tests/hybrid/test_reopt.py index d31eb9427..2c47a77a7 100644 --- a/tests/hybrid/test_reopt.py +++ b/tests/hybrid/test_reopt.py @@ -52,7 +52,6 @@ def test_ReOPT(): results = reopt.get_reopt_results(force_download=True) assert(isinstance(results, dict)) - # print(results["outputs"]["Scenario"]["Site"]["Wind"]['year_one_to_grid_series_kw']) if 'error' in results['outputs']['Scenario']["status"]: if 'error' in results["messages"].keys(): if 'Optimization exceeded timeout' in results["messages"]['error']: From 2ca5d1885c8277d32f5db04c532cdb56a7ebe84d Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Fri, 6 May 2022 11:23:00 -0600 Subject: [PATCH 09/18] removing conversion of np.array to list from HOPP, added to PySAM/ResourceTools.py --- hybrid/resource/wind_resource.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/hybrid/resource/wind_resource.py b/hybrid/resource/wind_resource.py index 60079ffc6..3b0573a76 100644 --- a/hybrid/resource/wind_resource.py +++ b/hybrid/resource/wind_resource.py @@ -186,7 +186,5 @@ def data(self, data_file): self._data = SRW_to_wind_data(data_file) elif self.api.lower() == 'nasa': self._data = SRW_to_wind_data(data_file) - #converts np.array to list for HOPP handling - self._data['data'] = self._data['data'].tolist() else: raise NameError(self.api + " does not exist. Try 'nrel' for the NREL developer network NSRDB API or 'nasa' for NASA POWER API") \ No newline at end of file From 686e0320ee53e2b596b5a29e2fa7dc8221f0c233 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Fri, 6 May 2022 11:55:27 -0600 Subject: [PATCH 10/18] restoring previous data.setter logic in wind_resource.py given post processing of wind data moved to PySAM ResourceTools.py --- hybrid/resource/wind_resource.py | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/hybrid/resource/wind_resource.py b/hybrid/resource/wind_resource.py index 3b0573a76..46774d03e 100644 --- a/hybrid/resource/wind_resource.py +++ b/hybrid/resource/wind_resource.py @@ -182,9 +182,5 @@ def data(self, data_file): """ Sets the wind resource data to a dictionary in SAM Wind format (see Pysam.ResourceTools.SRW_to_wind_data) """ - if self.api.lower() == 'nrel': - self._data = SRW_to_wind_data(data_file) - elif self.api.lower() == 'nasa': - self._data = SRW_to_wind_data(data_file) - else: - raise NameError(self.api + " does not exist. Try 'nrel' for the NREL developer network NSRDB API or 'nasa' for NASA POWER API") \ No newline at end of file + + self._data = SRW_to_wind_data(data_file) \ No newline at end of file From 748d523925f5847ab4e2ad06024b15abc5ee16c3 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Tue, 10 May 2022 15:55:17 -0600 Subject: [PATCH 11/18] updating site_info.py to allow specification of turbine_hub_ht as an __init__ argument rather than hardcoded in WindResource instantiation (wind_turbine_hub_ht=80) --- hybrid/sites/site_info.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/hybrid/sites/site_info.py b/hybrid/sites/site_info.py index 7c2807b39..be508ab2a 100644 --- a/hybrid/sites/site_info.py +++ b/hybrid/sites/site_info.py @@ -25,11 +25,12 @@ def plot_site(verts, plt_style, labels): class SiteInfo: - def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_resource_file="", api='nrel', vegtype='vegtype_8'): + def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_resource_file="", api='nrel', vegtype='vegtype_8', turbine_hub_ht=80): set_nrel_key_dot_env() self.data = data self.api = api self.vegtype = vegtype + self.wind_turbine_hub_ht = turbine_hub_ht self.vertices = np.array([np.array(v) for v in data['site_boundaries']['verts']]) self.polygon: Polygon = Polygon(self.vertices) self.valid_region = self.polygon.buffer(1e-8) @@ -41,7 +42,7 @@ def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_res data['year'] = 2012 self.solar_resource = SolarResource(data['lat'], data['lon'], data['year'], filepath=solar_resource_file, api=self.api) # TODO: allow hub height to be used as an optimization variable - self.wind_resource = WindResource(data['lat'], data['lon'], data['year'], wind_turbine_hub_ht=80, + self.wind_resource = WindResource(data['lat'], data['lon'], data['year'], wind_turbine_hub_ht=self.wind_turbine_hub_ht, filepath=wind_resource_file, api=self.api, vegtype=self.vegtype) self.elec_prices = ElectricityPrices(data['lat'], data['lon'], data['year'], filepath=grid_resource_file) self.n_timesteps = len(self.solar_resource.data['gh']) // 8760 * 8760 From 36259f245327ac0dd9481fe5f0ffd908e23ba423 Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Wed, 11 May 2022 12:40:30 -0600 Subject: [PATCH 12/18] updating site_info.py and wind_source.py to match future merge https://github.com/NREL/HOPP/blob/d49cbd48b9ffb2145cd1b29e2370136fd01b4c37/hybrid, allows users to specify both height of wind resource data returned and the actual turbine hub height used in SAM calculations. Including hub_height in tech dictionary for examples/simulate_hybrid.py --- examples/simulate_hybrid.py | 5 +++-- hybrid/sites/site_info.py | 5 ++--- hybrid/wind_source.py | 7 +++++-- 3 files changed, 10 insertions(+), 7 deletions(-) diff --git a/examples/simulate_hybrid.py b/examples/simulate_hybrid.py index abf3305b4..447c7b191 100644 --- a/examples/simulate_hybrid.py +++ b/examples/simulate_hybrid.py @@ -21,14 +21,15 @@ }, 'wind': { 'num_turbines': 10, - 'turbine_rating_kw': 2000 + 'turbine_rating_kw': 2000, + 'hub_height': 80 }} # Get resource lat = flatirons_site['lat'] lon = flatirons_site['lon'] prices_file = examples_dir.parent / "resource_files" / "grid" / "pricing-data-2015-IronMtn-002_factors.csv" -site = SiteInfo(flatirons_site, grid_resource_file=prices_file, api='nrel', vegtype='vegtype_8') +site = SiteInfo(flatirons_site, grid_resource_file=prices_file, api='nrel', vegtype='vegtype_8', hub_height=80) # Create model hybrid_plant = HybridSimulation(technologies, site, interconnect_kw=interconnection_size_mw * 1000) diff --git a/hybrid/sites/site_info.py b/hybrid/sites/site_info.py index be508ab2a..f10a0f3c0 100644 --- a/hybrid/sites/site_info.py +++ b/hybrid/sites/site_info.py @@ -25,12 +25,11 @@ def plot_site(verts, plt_style, labels): class SiteInfo: - def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_resource_file="", api='nrel', vegtype='vegtype_8', turbine_hub_ht=80): + def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_resource_file="", api='nrel', vegtype='vegtype_8', hub_height=80): set_nrel_key_dot_env() self.data = data self.api = api self.vegtype = vegtype - self.wind_turbine_hub_ht = turbine_hub_ht self.vertices = np.array([np.array(v) for v in data['site_boundaries']['verts']]) self.polygon: Polygon = Polygon(self.vertices) self.valid_region = self.polygon.buffer(1e-8) @@ -42,7 +41,7 @@ def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_res data['year'] = 2012 self.solar_resource = SolarResource(data['lat'], data['lon'], data['year'], filepath=solar_resource_file, api=self.api) # TODO: allow hub height to be used as an optimization variable - self.wind_resource = WindResource(data['lat'], data['lon'], data['year'], wind_turbine_hub_ht=self.wind_turbine_hub_ht, + self.wind_resource = WindResource(data['lat'], data['lon'], data['year'], wind_turbine_hub_ht=hub_height, filepath=wind_resource_file, api=self.api, vegtype=self.vegtype) self.elec_prices = ElectricityPrices(data['lat'], data['lon'], data['year'], filepath=grid_resource_file) self.n_timesteps = len(self.solar_resource.data['gh']) // 8760 * 8760 diff --git a/hybrid/wind_source.py b/hybrid/wind_source.py index 8c099f696..2bc7bb39b 100644 --- a/hybrid/wind_source.py +++ b/hybrid/wind_source.py @@ -22,7 +22,7 @@ def __init__(self, """ Set up a WindPlant - :param farm_config: dict, with keys ('num_turbines', 'turbine_rating_kw', 'layout_mode', 'layout_params') + :param farm_config: dict, with keys ('num_turbines', 'turbine_rating_kw', 'rotor_diamter', 'hub_height', 'layout_mode', 'layout_params') where layout_mode can be selected from the following: - 'boundarygrid': regular grid with boundary turbines, requires WindBoundaryGridParameters as 'params' - 'grid': regular grid with dx, dy distance, 0 angle; does not require 'params' @@ -70,7 +70,10 @@ def __init__(self, self.turb_rating = farm_config['turbine_rating_kw'] self.num_turbines = farm_config['num_turbines'] - + if 'hub_height' in farm_config.keys(): + self._system_model.Turbine.wind_turbine_hub_ht = farm_config['hub_height'] + if 'rotor_diameter' in farm_config.keys(): + self.rotor_diameter = farm_config['rotor_diameter'] @property def wake_model(self) -> str: try: From 90ed8a659e70134a0c8d5ffd7f11b85cd3c606ae Mon Sep 17 00:00:00 2001 From: dakotaramos Date: Wed, 11 May 2022 12:49:25 -0600 Subject: [PATCH 13/18] correcting spelling error of rotor diameter in wind_source.py --- hybrid/wind_source.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hybrid/wind_source.py b/hybrid/wind_source.py index 2bc7bb39b..1ba32bceb 100644 --- a/hybrid/wind_source.py +++ b/hybrid/wind_source.py @@ -22,7 +22,7 @@ def __init__(self, """ Set up a WindPlant - :param farm_config: dict, with keys ('num_turbines', 'turbine_rating_kw', 'rotor_diamter', 'hub_height', 'layout_mode', 'layout_params') + :param farm_config: dict, with keys ('num_turbines', 'turbine_rating_kw', 'rotor_diameter', 'hub_height', 'layout_mode', 'layout_params') where layout_mode can be selected from the following: - 'boundarygrid': regular grid with boundary turbines, requires WindBoundaryGridParameters as 'params' - 'grid': regular grid with dx, dy distance, 0 angle; does not require 'params' From f2c511a3d6e7b2e8a88671e4adb3c2973a548bbe Mon Sep 17 00:00:00 2001 From: dguittet Date: Fri, 20 May 2022 14:02:29 -0600 Subject: [PATCH 14/18] remote amarillo site --- hybrid/sites/__init__.py | 1 - hybrid/sites/amarillo_site.py | 26 ---------- tests/hybrid/mindtpy_test.py | 4 +- tests/hybrid/test_dispatch.py | 6 ++- tests/hybrid/test_flicker.py | 4 +- tests/hybrid/test_hybrid.py | 22 ++++----- tests/hybrid/test_layout.py | 10 ++-- tests/hybrid/test_reopt.py | 3 +- tests/hybrid/test_resource_download.py | 67 ++++---------------------- tests/hybrid/test_solar_wind.py | 4 +- tests/hybrid/test_wind.py | 14 +++--- 11 files changed, 46 insertions(+), 115 deletions(-) delete mode 100644 hybrid/sites/amarillo_site.py diff --git a/hybrid/sites/__init__.py b/hybrid/sites/__init__.py index 35ae3daaa..fa1b10bb2 100644 --- a/hybrid/sites/__init__.py +++ b/hybrid/sites/__init__.py @@ -1,6 +1,5 @@ from .circular_site import make_circular_site from .flatirons_site import flatirons_site -from .amarillo_site import amarillo_site from .irregular_site import make_irregular_site from .locations import locations from .site_info import SiteInfo diff --git a/hybrid/sites/amarillo_site.py b/hybrid/sites/amarillo_site.py deleted file mode 100644 index aebbad4d4..000000000 --- a/hybrid/sites/amarillo_site.py +++ /dev/null @@ -1,26 +0,0 @@ -amarillo_site = { - "lat": 35.2018863, - "lon": -101.945027, - "elev": 1099, - "year": 2012, - "tz": -6, - 'site_boundaries': { - 'verts': [[3.0599999999976717, 288.87000000011176], - [0.0, 1084.0300000002608], - [1784.0499999999884, 1084.2400000002235], - [1794.0900000000256, 999.6399999996647], - [1494.3400000000256, 950.9699999997392], - [712.640000000014, 262.79999999981374], - [1216.9800000000396, 272.3600000003353], - [1217.7600000000093, 151.62000000011176], - [708.140000000014, 0.0]], - 'verts_simple': [[3.0599999999976717, 288.87000000011176], - [0.0, 1084.0300000002608], - [1784.0499999999884, 1084.2400000002235], - [1794.0900000000256, 999.6399999996647], - [1216.9800000000396, 272.3600000003353], - [1217.7600000000093, 151.62000000011176], - [708.140000000014, 0.0]] - }, - 'urdb_label': "5ca4d1175457a39b23b3d45e" -} diff --git a/tests/hybrid/mindtpy_test.py b/tests/hybrid/mindtpy_test.py index 332a075a7..089995770 100644 --- a/tests/hybrid/mindtpy_test.py +++ b/tests/hybrid/mindtpy_test.py @@ -1,5 +1,5 @@ import pyomo.environ as pyomo -from hybrid.sites import SiteInfo, amarillo_site +from hybrid.sites import SiteInfo, flatirons_site from hybrid.battery import Battery from hybrid.dispatch.power_storage.linear_voltage_nonconvex_battery_dispatch import NonConvexLinearVoltageBatteryDispatch from hybrid.dispatch.hybrid_dispatch_builder_solver import HybridDispatch @@ -33,7 +33,7 @@ }, 'grid': 50} -site = SiteInfo(amarillo_site) +site = SiteInfo(flatirons_site) expected_objective = 15349.798 # TODO: McCormick error is large enough to make objective twice the value of simple battery dispatch objective diff --git a/tests/hybrid/test_dispatch.py b/tests/hybrid/test_dispatch.py index b5af0bc4f..b04e29b7c 100644 --- a/tests/hybrid/test_dispatch.py +++ b/tests/hybrid/test_dispatch.py @@ -4,7 +4,7 @@ from pyomo.opt import TerminationCondition from pyomo.util.check_units import assert_units_consistent -from hybrid.sites import SiteInfo, amarillo_site +from hybrid.sites import SiteInfo, flatirons_site from hybrid.wind_source import WindPlant from hybrid.pv_source import PVPlant from hybrid.battery import Battery @@ -16,7 +16,7 @@ @pytest.fixture def site(): - return SiteInfo(amarillo_site) + return SiteInfo(flatirons_site) technologies = {'pv': { @@ -70,6 +70,8 @@ def create_test_objective_rule(m): solar.dispatch.update_time_series_dispatch_model_parameters(0) + print("Total available generation: {}".format(sum(solar.dispatch.available_generation))) + results = HybridDispatchBuilderSolver.glpk_solve_call(model) assert results.solver.termination_condition == TerminationCondition.optimal diff --git a/tests/hybrid/test_flicker.py b/tests/hybrid/test_flicker.py index 87e77f74e..5f826346b 100644 --- a/tests/hybrid/test_flicker.py +++ b/tests/hybrid/test_flicker.py @@ -2,10 +2,10 @@ from pytest import approx import csv from hybrid.layout.shadow_flicker import * -from hybrid.sites import amarillo_site +from hybrid.sites import flatirons_site sys.path.append('..') -verts = amarillo_site['site_boundaries']['verts'] +verts = flatirons_site['site_boundaries']['verts'] def sun_info(n): diff --git a/tests/hybrid/test_hybrid.py b/tests/hybrid/test_hybrid.py index 201a803aa..c3df4f183 100644 --- a/tests/hybrid/test_hybrid.py +++ b/tests/hybrid/test_hybrid.py @@ -1,13 +1,13 @@ from pytest import approx, fixture -from hybrid.sites import SiteInfo, amarillo_site +from hybrid.sites import SiteInfo, flatirons_site from hybrid.layout.hybrid_layout import WindBoundaryGridParameters, PVGridParameters from hybrid.hybrid_simulation import HybridSimulation @fixture def site(): - return SiteInfo(amarillo_site) + return SiteInfo(flatirons_site) interconnection_size_kw = 15000 @@ -108,26 +108,26 @@ def test_hybrid_with_storage_dispatch(site): assert aeps.pv == approx(9883471, 1e-3) assert aeps.wind == approx(33637983, 1e-3) - assert aeps.battery == approx(-153110, 1e-3) + assert aeps.battery == approx(-131771, 1e-3) assert aeps.hybrid == approx(43389683, 1e-3) npvs = hybrid_plant.net_present_values assert npvs.pv == approx(-1293490, 1e-3) assert npvs.wind == approx(-3967472, 1e-3) - assert npvs.battery == approx(-11796801, 1e-3) - assert npvs.hybrid == approx(-17156894, 1e-3) + assert npvs.battery == approx(-11836115, 1e-3) + assert npvs.hybrid == approx(-17136650, 1e-3) taxes = hybrid_plant.federal_taxes assert taxes.pv[1] == approx(105716, 1e-3) assert taxes.wind[1] == approx(402703, 1e-3) - assert taxes.battery[1] == approx(511025, 1e-3) + assert taxes.battery[1] == approx(512012, 1e-3) assert taxes.hybrid[1] == approx(1022906, 1e-3) apv = hybrid_plant.energy_purchases_values assert apv.pv[1] == approx(0, 1e-3) assert apv.wind[1] == approx(0, 1e-3) - assert apv.battery[1] == approx(159301, 1e-3) - assert apv.hybrid[1] == approx(33414, 1e-3) + assert apv.battery[1] == approx(158296, 1e-3) + assert apv.hybrid[1] == approx(38438, 1e-2) debt = hybrid_plant.debt_payment assert debt.pv[1] == approx(0, 1e-3) @@ -276,10 +276,10 @@ def test_hybrid_tax_incentives(site): assert ptc_pv == hybrid_plant.pv._financial_model.value("ptc_fed_amount")[0]*hybrid_plant.pv.annual_energy_kw ptc_batt = hybrid_plant.battery._financial_model.value("cf_ptc_fed")[1] - assert ptc_batt == approx(hybrid_plant.battery._financial_model.value("ptc_fed_amount")[0]\ - * hybrid_plant.battery._financial_model.LCOS.batt_annual_discharge_energy[1]) + assert ptc_batt == hybrid_plant.battery._financial_model.value("ptc_fed_amount")[0]\ + * hybrid_plant.battery._financial_model.LCOS.batt_annual_discharge_energy[1] ptc_hybrid = hybrid_plant.grid._financial_model.value("cf_ptc_fed")[1] ptc_fed_amount = hybrid_plant.grid._financial_model.value("ptc_fed_amount")[0] - assert ptc_fed_amount == approx(1.22939, rel=1e-5) + assert ptc_fed_amount == approx(1.22941) assert ptc_hybrid == approx(ptc_fed_amount * hybrid_plant.grid._financial_model.Outputs.cf_energy_net[1], rel=1e-3) diff --git a/tests/hybrid/test_layout.py b/tests/hybrid/test_layout.py index e39bbc995..ad6841b96 100644 --- a/tests/hybrid/test_layout.py +++ b/tests/hybrid/test_layout.py @@ -2,7 +2,7 @@ import numpy as np import matplotlib.pyplot as plt -from hybrid.sites import SiteInfo, amarillo_site +from hybrid.sites import SiteInfo, flatirons_site from hybrid.wind_source import WindPlant from hybrid.pv_source import PVPlant from hybrid.layout.hybrid_layout import HybridLayout, WindBoundaryGridParameters, PVGridParameters @@ -11,7 +11,7 @@ @pytest.fixture def site(): - return SiteInfo(amarillo_site) + return SiteInfo(flatirons_site) technology = { @@ -38,7 +38,7 @@ def site(): def test_create_grid(): - site_info = SiteInfo(amarillo_site) + site_info = SiteInfo(flatirons_site) bounding_shape = site_info.polygon.buffer(-200) site_info.plot() turbine_positions = create_grid(bounding_shape, @@ -99,6 +99,8 @@ def test_hybrid_layout(site): layout = HybridLayout(site, power_sources) xcoords, ycoords = layout.wind.turb_pos_x, layout.wind.turb_pos_y + print(xcoords, ycoords) + expected_xcoords = [0.751, 1004.834, 1470.385, 903.063, 681.399] expected_ycoords = [888.865, 1084.148, 929.881, 266.409, 664.890] @@ -119,6 +121,8 @@ def test_hybrid_layout_wind_only(site): layout = HybridLayout(site, power_sources) xcoords, ycoords = layout.wind.turb_pos_x, layout.wind.turb_pos_y + print(xcoords, ycoords) + expected_xcoords = [0.751, 1004.834, 1470.385, 903.063, 658.181] expected_ycoords = [888.865, 1084.148, 929.881, 266.409, 647.169] diff --git a/tests/hybrid/test_reopt.py b/tests/hybrid/test_reopt.py index 2c47a77a7..00e7c6f6e 100644 --- a/tests/hybrid/test_reopt.py +++ b/tests/hybrid/test_reopt.py @@ -20,7 +20,7 @@ def test_ReOPT(): lon = -105.2211 # get resource and create model - site = SiteInfo(amarillo_site) + site = SiteInfo(flatirons_site) load = [1000*(sin(x) + pi)for x in range(0, 8760)] urdb_label = "5ca4d1175457a39b23b3d45e" # https://openei.org/apps/IURDB/rate/view/5ca3d45ab718b30e03405898 @@ -52,6 +52,7 @@ def test_ReOPT(): results = reopt.get_reopt_results(force_download=True) assert(isinstance(results, dict)) + print(results["outputs"]["Scenario"]["Site"]["Wind"]['year_one_to_grid_series_kw']) if 'error' in results['outputs']['Scenario']["status"]: if 'error' in results["messages"].keys(): if 'Optimization exceeded timeout' in results["messages"]['error']: diff --git a/tests/hybrid/test_resource_download.py b/tests/hybrid/test_resource_download.py index 5eab6a14c..7ee80b049 100644 --- a/tests/hybrid/test_resource_download.py +++ b/tests/hybrid/test_resource_download.py @@ -22,15 +22,15 @@ @pytest.fixture def solar_resource(): - return SolarResource(lat=lat, lon=lon, year=year, api='nrel') + return SolarResource(lat=lat, lon=lon, year=year) @pytest.fixture def wind_resource(): - return WindResource(lat=lat, lon=lon, year=year, api='nrel', wind_turbine_hub_ht=hubheight) + return WindResource(lat=lat, lon=lon, year=year, wind_turbine_hub_ht=hubheight) -def test_solar_nsrdb(solar_resource): +def test_solar(solar_resource): data = solar_resource.data for key in ('df', 'dn', 'wspd', 'tdry', 'year', 'month', 'day', 'hour', 'minute', 'tz'): assert(key in data) @@ -44,11 +44,11 @@ def test_solar_nsrdb(solar_resource): assert(model.Outputs.annual_energy == approx(9275, 0.1)) -def test_nsrdb_download(solar_resource): +def test_nsrdb(solar_resource): solar_resource.download_resource() -def test_wind_windtoolkit(wind_resource): +def test_wind(wind_resource): data = wind_resource.data for key in ('heights', 'fields', 'data'): assert (key in data) @@ -62,50 +62,9 @@ def test_wind_windtoolkit(wind_resource): model.execute(0) assert(model.Outputs.annual_energy == approx(aep)) -def test_windtoolkit_download(wind_resource): - assert(wind_resource.download_resource()) - -@pytest.fixture -def solar_resource_nasa(): - return SolarResource(lat=lat, lon=lon, year=year, api='nasa') - - -@pytest.fixture -def wind_resource_nasa(): - return WindResource(lat=lat, lon=lon, year=year, api='nasa', vegtype='vegtype_8', wind_turbine_hub_ht=hubheight) -def test_solar_nasa(solar_resource_nasa): - data = solar_resource_nasa.data - for key in ('df', 'dn', 'wspd', 'tdry', 'year', 'month', 'day', 'hour', 'minute', 'tz'): - assert(key in data) - ### NASA provides leap year 2/29 data in file, we should always use post processed solar_resource_nasa.data not .filename for NASA solar - # annual energy output in line 86 is different than line 90 because it includes 2/29 data - model = pv.default("PVWattsNone") - model.SolarResource.solar_resource_file = solar_resource_nasa.filename - model.execute(0) - assert(model.Outputs.annual_energy == approx(10373.6, 0.1)) - model = pv.default("PVWattsNone") - model.SolarResource.solar_resource_data = solar_resource_nasa.data - model.execute(1) - assert(model.Outputs.annual_energy == approx(10362.1, 0.1)) - - -def test_nasa_solar_download(solar_resource_nasa): - solar_resource_nasa.download_resource() - -def test_wind_nasa(wind_resource_nasa): - data = wind_resource_nasa.data - for key in ('heights', 'fields', 'data'): - assert (key in data) - ### NASA provides leap year data and non formated data, we should alway use post processed wind_resource_nasa.data not .filename for NASA Wind - # No testing for wind.filename because we must use post processed data for NASA POWER wind - model = wp.default("WindPowerNone") - model.Resource.wind_resource_data = wind_resource_nasa.data - model.execute(0) - assert(model.Outputs.annual_energy == approx(138e6,1e5)) - -def test_nasa_wind_download(wind_resource_nasa): - assert(wind_resource_nasa.download_resource()) +def test_wind_toolkit(wind_resource): + assert(wind_resource.download_resource()) def test_wind_combine(): @@ -123,17 +82,9 @@ def test_wind_combine(): def test_from_file(): windfile = Path(__file__).parent.parent.parent / "resource_files" / "wind" / "35.2018863_-101.945027_windtoolkit_2012_60min_80m.srw" - wind_resource = WindResource(lat=lat, lon=lon, year=year, api='nrel', wind_turbine_hub_ht=70, filepath=windfile) + wind_resource = WindResource(lat=lat, lon=lon, year=year, wind_turbine_hub_ht=70, filepath=windfile) assert(len(wind_resource.data['data']) > 0) solarfile = Path(__file__).parent.parent.parent / "resource_files" / "solar" / "35.2018863_-101.945027_psmv3_60_2012.csv" - solar_resource = SolarResource(lat=lat, lon=lon, year=year, api='nrel', filepath=solarfile) + solar_resource = SolarResource(lat=lat, lon=lon, year=year, filepath=solarfile) assert(len(solar_resource.data['gh']) > 0) - - windfile = Path(__file__).parent.parent.parent / "resource_files" / "wind" / "35.2018863_-101.945027_nasa_2012_60min_80m.srw" - wind_resource_nasa = WindResource(lat=lat, lon=lon, year=year, api='nasa', wind_turbine_hub_ht=70, filepath=windfile) - assert(len(wind_resource_nasa.data['data']) > 0) - - solarfile = Path(__file__).parent.parent.parent / "resource_files" / "solar" / "35.2018863_-101.945027_nasa_60_2012.csv" - solar_resource_nasa = SolarResource(lat=lat, lon=lon, year=year, api='nasa', filepath=solarfile) - assert(len(solar_resource_nasa.data['gh']) > 0) diff --git a/tests/hybrid/test_solar_wind.py b/tests/hybrid/test_solar_wind.py index e76ac84f4..434a4d4c0 100644 --- a/tests/hybrid/test_solar_wind.py +++ b/tests/hybrid/test_solar_wind.py @@ -2,10 +2,10 @@ from pytest import approx import csv from hybrid.layout.shadow_flicker import * -from hybrid.sites import amarillo_site +from hybrid.sites import flatirons_site sys.path.append('..') -verts = amarillo_site['site_boundaries']['verts'] +verts = flatirons_site['site_boundaries']['verts'] def sun_info(n): diff --git a/tests/hybrid/test_wind.py b/tests/hybrid/test_wind.py index 761b35e72..86702a545 100644 --- a/tests/hybrid/test_wind.py +++ b/tests/hybrid/test_wind.py @@ -2,7 +2,7 @@ import math import PySAM.Windpower as windpower -from hybrid.sites import SiteInfo, amarillo_site +from hybrid.sites import SiteInfo, flatirons_site from hybrid.wind_source import WindPlant @@ -62,7 +62,7 @@ def test_wind_powercurve(): def test_changing_n_turbines(): # test with gridded layout - model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 10, "turbine_rating_kw": 2000}) + model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 10, "turbine_rating_kw": 2000}) assert(model.system_capacity_kw == 20000) for n in range(1, 20): model.num_turbines = n @@ -73,7 +73,7 @@ def test_changing_n_turbines(): def test_changing_rotor_diam_recalc(): - model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 10, "turbine_rating_kw": 2000}) + model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 10, "turbine_rating_kw": 2000}) assert model.system_capacity_kw == 20000 diams = range(50, 70, 140) for d in diams: @@ -84,7 +84,7 @@ def test_changing_rotor_diam_recalc(): def test_changing_turbine_rating(): # powercurve scaling - model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 24, "turbine_rating_kw": 2000}) + model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 24, "turbine_rating_kw": 2000}) n_turbs = model.num_turbines for n in range(1000, 3000, 150): model.turb_rating = n @@ -93,7 +93,7 @@ def test_changing_turbine_rating(): def test_changing_powercurve(): # with power curve recalculation requires diameter changes - model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 24, "turbine_rating_kw": 2000}) + model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 24, "turbine_rating_kw": 2000}) n_turbs = model.num_turbines d_to_r = model.rotor_diameter / model.turb_rating for n in range(1000, 3001, 500): @@ -105,7 +105,7 @@ def test_changing_powercurve(): def test_changing_system_capacity(): # adjust number of turbines, system capacity won't be exactly as requested - model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 20, "turbine_rating_kw": 1000}) + model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 20, "turbine_rating_kw": 1000}) rating = model.turb_rating for n in range(1000, 20000, 1000): model.system_capacity_by_num_turbines(n) @@ -113,7 +113,7 @@ def test_changing_system_capacity(): assert model.system_capacity_kw == rating * round(n/rating) # adjust turbine rating first, system capacity will be exact - model = WindPlant(SiteInfo(amarillo_site), {'num_turbines': 20, "turbine_rating_kw": 1000}) + model = WindPlant(SiteInfo(flatirons_site), {'num_turbines': 20, "turbine_rating_kw": 1000}) for n in range(40000, 60000, 1000): model.system_capacity_by_rating(n) assert model.system_capacity_kw == pytest.approx(n) From 294406ece27d5516ec2dd6e72b3f995f550c73cb Mon Sep 17 00:00:00 2001 From: dguittet Date: Fri, 20 May 2022 14:04:01 -0600 Subject: [PATCH 15/18] remove changes to tests --- .../expected_run_all_hybrid_calcs_result.csv | 2 +- tests/analysis/test_run_hopp_calc.py | 13 +++++++++---- 2 files changed, 10 insertions(+), 5 deletions(-) diff --git a/tests/analysis/expected_run_all_hybrid_calcs_result.csv b/tests/analysis/expected_run_all_hybrid_calcs_result.csv index f3d2ceeb3..ae5f8c8f9 100644 --- a/tests/analysis/expected_run_all_hybrid_calcs_result.csv +++ b/tests/analysis/expected_run_all_hybrid_calcs_result.csv @@ -1,2 +1,2 @@ ,Site Lat,Site Lon,PPA Price,Wind Size(MW),Solar Size(MW),Hybrid Size(MW),Wind AEP (GWh),Solar AEP (GWh),Hybrid AEP (GWh),Wind NPV ($-million),Solar NPV ($-million),Hybrid NPV ($-million),Wind LCOE (real),Solar LCOE (real),Hybrid LCOE (real),Wind Cost / MWh Produced,Solar Cost / MWh Produced,Hybrid Cost / MWh Produced,Solar Beats Wind AEP,Solar Beats Wind NPV,Solar Beats Wind Cost/MWh,Max AEP Index,Max AEP Value,Max NPV Index,Max NPV Value,Cost / MWh Produced reduction (%),LCOE(real) reduction (%),LCOE(real) reduction (%) vs wind,NPV Benefit ($-million) Hybrid Vs. Wind,Wind BOS Cost,Solar BOS Cost,Hybrid BOS Cost,Wind Capacity Factor,Solar Capacity Factor,Interconnect Capacity Factor (Wind Case),Interconnect Capacity Factor (Solar Case),Interconnect Capacity Factor (Hybrid Case),Percentage Curtailment (Wind),Percentage Curtailment (Solar),Percentage Curtailment (Hybrid),Pearson R Wind V Solar,Time Zone (for solar) -0,35.21,-101.94,0.05,100,100,200,339.09258091770846,208.12890305238557,521.3640478431827,-33.85160034542051,-49.82224824559855,-96.63158255708271,5.110476796170568,6.243978502286787,5.805058354374904,604.6997474703278,922.5052224086053,761.5584536228428,0,0,0,2,521.3640478431827,0,-33.85160034542051,-0.1338413216914695,13.591325935083143,13.591325935083143,-62.7799822116622,205049198.05,192000000.0,397049198.05,38.70919873489822,23.759007197760912,38.70919873489823,23.75900719776091,59.516443817714915,0.0,0.0,4.725223128908246,-0.2857692614083311,-6 \ No newline at end of file +0,35.21,-101.94,0.05,100,100,200,339.09258091770846,208.12890305238557,521.3640478431827,-33.85160034542051,-49.82224824559855,-96.63158255708271,5.110476796170568,6.243978502286787,5.805058354374904,604.6997474703278,922.5052224086053,761.5584536228428,0,0,0,2,521.3640478431827,0,-33.85160034542051,-0.1338413216914695,13.591325935083143,13.591325935083143,-62.7799822116622,205049198.05,192000000.0,397049198.05,38.70919873489822,23.759007197760912,38.70919873489823,23.75900719776091,59.516443817714915,0.0,0.0,4.725223128908246,-0.2857692614083311,-7 \ No newline at end of file diff --git a/tests/analysis/test_run_hopp_calc.py b/tests/analysis/test_run_hopp_calc.py index 3debf2a59..4d793e78a 100644 --- a/tests/analysis/test_run_hopp_calc.py +++ b/tests/analysis/test_run_hopp_calc.py @@ -5,7 +5,7 @@ from tools.resource.resource_tools import * from tools.resource.resource_loader.resource_loader_files import resource_loader_file -from hybrid.sites import amarillo_site as sample_site +from hybrid.sites import flatirons_site as sample_site from examples.analysis.single_location import run_all_hybrid_calcs, run_hopp_calc, resource_dir @@ -16,11 +16,14 @@ def test_all_hybrid_calcs(self): """ # prepare results folder parent_path = os.path.abspath(os.path.dirname(__file__)) - - # directory to resource_files + main_path = os.path.abspath(os.path.join(parent_path, 'analysis')) + print("Parent path: ", parent_path) + print("Main path", main_path) results_dir = os.path.join(parent_path, 'results') if not os.path.exists(results_dir): os.mkdir(results_dir) + # directory to resource_files + print("Resource Dir:", resource_dir) # Establish Project Scenarios and Parameter Ranges: scenario_descriptions = ['Wind Only', 'Solar Only', 'Hybrid - Wind & Solar', 'Solar Addition', 'Wind Overbuild', @@ -78,6 +81,8 @@ def test_all_hybrid_calcs(self): # # Filtering which sites are included # site_details = filter_sites(site_details, location='usa only') + print("Resource Data Loaded") + solar_tracking_mode = 'Fixed' # Currently not making a difference ppa_prices = [0.05] # 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.10] solar_bos_reduction_options = [0] # 0, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3] @@ -161,7 +166,7 @@ def test_run_hopp_calc(self): load_resource_from_file = True ppa_price = 0.05 results_dir = 'results' - Site = sample_site # sample_site has been loaded from amarillo_site to provide sample site boundary information + Site = sample_site # sample_site has been loaded from flatirons_site to provide sample site boundary information Site['Lat'] = 35.21 Site['Lon'] = -101.94 Site['site_num'] = 1 From 5d27f48c55c079a7a4a074da5026ddb73aa1bc11 Mon Sep 17 00:00:00 2001 From: dguittet Date: Fri, 20 May 2022 14:13:21 -0600 Subject: [PATCH 16/18] rename vegtype to nasa_vegtype --- examples/simulate_hybrid.py | 2 +- hybrid/resource/resource.py | 4 -- hybrid/resource/wind_resource.py | 6 +-- hybrid/sites/site_info.py | 6 +-- tests/hybrid/test_resource_download.py | 67 ++++++++++++++++++++++---- 5 files changed, 65 insertions(+), 20 deletions(-) diff --git a/examples/simulate_hybrid.py b/examples/simulate_hybrid.py index 447c7b191..cf1a38590 100644 --- a/examples/simulate_hybrid.py +++ b/examples/simulate_hybrid.py @@ -29,7 +29,7 @@ lat = flatirons_site['lat'] lon = flatirons_site['lon'] prices_file = examples_dir.parent / "resource_files" / "grid" / "pricing-data-2015-IronMtn-002_factors.csv" -site = SiteInfo(flatirons_site, grid_resource_file=prices_file, api='nrel', vegtype='vegtype_8', hub_height=80) +site = SiteInfo(flatirons_site, grid_resource_file=prices_file, api='nrel', hub_height=80) # Create model hybrid_plant = HybridSimulation(technologies, site, interconnect_kw=interconnection_size_mw * 1000) diff --git a/hybrid/resource/resource.py b/hybrid/resource/resource.py index 5e6a79aeb..b9cb83267 100644 --- a/hybrid/resource/resource.py +++ b/hybrid/resource/resource.py @@ -24,10 +24,6 @@ def __init__(self, lat, lon, year, api='nrel', **kwargs): The year of resource_files data api: string 'nrel' for NREL Developer network APIs or 'nasa' for NASA POWER API - start_date: string - Start date for NASA POWER API call - end_date: string - End date for NASA POWER API call """ self.latitude = lat diff --git a/hybrid/resource/wind_resource.py b/hybrid/resource/wind_resource.py index 46774d03e..b4501583e 100644 --- a/hybrid/resource/wind_resource.py +++ b/hybrid/resource/wind_resource.py @@ -20,14 +20,14 @@ class WindResource(Resource): allowed_hub_height_meters = [10, 40, 60, 80, 100, 120, 140, 160, 200] - def __init__(self, lat, lon, year, wind_turbine_hub_ht, api='nrel', vegtype='vegtype_8', path_resource="", filepath="", **kwargs): + def __init__(self, lat, lon, year, wind_turbine_hub_ht, api='nrel', nasa_vegtype='vegtype_8', path_resource="", filepath="", **kwargs): """ :param lat: float :param lon: float :param year: int :param api: string ('nrel' or 'nasa') - :param vegtype: string (see wind-surface options at https://power.larc.nasa.gov/docs/methodology/meteorology/wind/#corrected-wind-speed) + :param nasa_vegtype: string (see wind-surface options at https://power.larc.nasa.gov/docs/methodology/meteorology/wind/#corrected-wind-speed) :param wind_turbine_hub_ht: int :param path_resource: directory where to save downloaded files :param filepath: file path of resource file to load @@ -46,7 +46,7 @@ def __init__(self, lat, lon, year, wind_turbine_hub_ht, api='nrel', vegtype='veg self.file_resource_heights = None - self.vegtype = vegtype + self.vegtype = nasa_vegtype if filepath == "": self.filename = "" diff --git a/hybrid/sites/site_info.py b/hybrid/sites/site_info.py index f10a0f3c0..ce4350f1d 100644 --- a/hybrid/sites/site_info.py +++ b/hybrid/sites/site_info.py @@ -25,11 +25,11 @@ def plot_site(verts, plt_style, labels): class SiteInfo: - def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_resource_file="", api='nrel', vegtype='vegtype_8', hub_height=80): + def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_resource_file="", api='nrel', nasa_vegtype='vegtype_8', hub_height=80): set_nrel_key_dot_env() self.data = data self.api = api - self.vegtype = vegtype + self.vegtype = nasa_vegtype self.vertices = np.array([np.array(v) for v in data['site_boundaries']['verts']]) self.polygon: Polygon = Polygon(self.vertices) self.valid_region = self.polygon.buffer(1e-8) @@ -42,7 +42,7 @@ def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_res self.solar_resource = SolarResource(data['lat'], data['lon'], data['year'], filepath=solar_resource_file, api=self.api) # TODO: allow hub height to be used as an optimization variable self.wind_resource = WindResource(data['lat'], data['lon'], data['year'], wind_turbine_hub_ht=hub_height, - filepath=wind_resource_file, api=self.api, vegtype=self.vegtype) + filepath=wind_resource_file, api=self.api, nasa_vegtype=self.vegtype) self.elec_prices = ElectricityPrices(data['lat'], data['lon'], data['year'], filepath=grid_resource_file) self.n_timesteps = len(self.solar_resource.data['gh']) // 8760 * 8760 self.n_periods_per_day = self.n_timesteps // 365 # TODO: Does not handle leap years well diff --git a/tests/hybrid/test_resource_download.py b/tests/hybrid/test_resource_download.py index 7ee80b049..98a6aa894 100644 --- a/tests/hybrid/test_resource_download.py +++ b/tests/hybrid/test_resource_download.py @@ -22,15 +22,15 @@ @pytest.fixture def solar_resource(): - return SolarResource(lat=lat, lon=lon, year=year) + return SolarResource(lat=lat, lon=lon, year=year, api='nrel') @pytest.fixture def wind_resource(): - return WindResource(lat=lat, lon=lon, year=year, wind_turbine_hub_ht=hubheight) + return WindResource(lat=lat, lon=lon, year=year, api='nrel', wind_turbine_hub_ht=hubheight) -def test_solar(solar_resource): +def test_solar_nsrdb(solar_resource): data = solar_resource.data for key in ('df', 'dn', 'wspd', 'tdry', 'year', 'month', 'day', 'hour', 'minute', 'tz'): assert(key in data) @@ -44,11 +44,11 @@ def test_solar(solar_resource): assert(model.Outputs.annual_energy == approx(9275, 0.1)) -def test_nsrdb(solar_resource): +def test_nsrdb_download(solar_resource): solar_resource.download_resource() -def test_wind(wind_resource): +def test_wind_windtoolkit(wind_resource): data = wind_resource.data for key in ('heights', 'fields', 'data'): assert (key in data) @@ -62,10 +62,51 @@ def test_wind(wind_resource): model.execute(0) assert(model.Outputs.annual_energy == approx(aep)) - -def test_wind_toolkit(wind_resource): +def test_windtoolkit_download(wind_resource): assert(wind_resource.download_resource()) +@pytest.fixture +def solar_resource_nasa(): + return SolarResource(lat=lat, lon=lon, year=year, api='nasa') + + +@pytest.fixture +def wind_resource_nasa(): + return WindResource(lat=lat, lon=lon, year=year, api='nasa', nasa_vegtype='vegtype_8', wind_turbine_hub_ht=hubheight) + +def test_solar_nasa(solar_resource_nasa): + data = solar_resource_nasa.data + for key in ('df', 'dn', 'wspd', 'tdry', 'year', 'month', 'day', 'hour', 'minute', 'tz'): + assert(key in data) + ### NASA provides leap year 2/29 data in file, we should always use post processed solar_resource_nasa.data not .filename for NASA solar + # annual energy output in line 86 is different than line 90 because it includes 2/29 data + model = pv.default("PVWattsNone") + model.SolarResource.solar_resource_file = solar_resource_nasa.filename + model.execute(0) + assert(model.Outputs.annual_energy == approx(10373.6, 0.1)) + model = pv.default("PVWattsNone") + model.SolarResource.solar_resource_data = solar_resource_nasa.data + model.execute(1) + assert(model.Outputs.annual_energy == approx(10362.1, 0.1)) + + +def test_nasa_solar_download(solar_resource_nasa): + solar_resource_nasa.download_resource() + +def test_wind_nasa(wind_resource_nasa): + data = wind_resource_nasa.data + for key in ('heights', 'fields', 'data'): + assert (key in data) + ### NASA provides leap year data and non formated data, we should alway use post processed wind_resource_nasa.data not .filename for NASA Wind + # No testing for wind.filename because we must use post processed data for NASA POWER wind + model = wp.default("WindPowerNone") + model.Resource.wind_resource_data = wind_resource_nasa.data + model.execute(0) + assert(model.Outputs.annual_energy == approx(138e6,1e5)) + +def test_nasa_wind_download(wind_resource_nasa): + assert(wind_resource_nasa.download_resource()) + def test_wind_combine(): path_file = os.path.dirname(os.path.abspath(__file__)) @@ -82,9 +123,17 @@ def test_wind_combine(): def test_from_file(): windfile = Path(__file__).parent.parent.parent / "resource_files" / "wind" / "35.2018863_-101.945027_windtoolkit_2012_60min_80m.srw" - wind_resource = WindResource(lat=lat, lon=lon, year=year, wind_turbine_hub_ht=70, filepath=windfile) + wind_resource = WindResource(lat=lat, lon=lon, year=year, api='nrel', wind_turbine_hub_ht=70, filepath=windfile) assert(len(wind_resource.data['data']) > 0) solarfile = Path(__file__).parent.parent.parent / "resource_files" / "solar" / "35.2018863_-101.945027_psmv3_60_2012.csv" - solar_resource = SolarResource(lat=lat, lon=lon, year=year, filepath=solarfile) + solar_resource = SolarResource(lat=lat, lon=lon, year=year, api='nrel', filepath=solarfile) assert(len(solar_resource.data['gh']) > 0) + + windfile = Path(__file__).parent.parent.parent / "resource_files" / "wind" / "35.2018863_-101.945027_nasa_2012_60min_80m.srw" + wind_resource_nasa = WindResource(lat=lat, lon=lon, year=year, api='nasa', wind_turbine_hub_ht=70, filepath=windfile) + assert(len(wind_resource_nasa.data['data']) > 0) + + solarfile = Path(__file__).parent.parent.parent / "resource_files" / "solar" / "35.2018863_-101.945027_nasa_60_2012.csv" + solar_resource_nasa = SolarResource(lat=lat, lon=lon, year=year, api='nasa', filepath=solarfile) + assert(len(solar_resource_nasa.data['gh']) > 0) \ No newline at end of file From 5d076163d4b77ecc155efd598c56fb7958e37968 Mon Sep 17 00:00:00 2001 From: dguittet Date: Fri, 20 May 2022 14:15:50 -0600 Subject: [PATCH 17/18] minor change to simulate_hybrid --- examples/simulate_hybrid.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/examples/simulate_hybrid.py b/examples/simulate_hybrid.py index cf1a38590..0c51bef3b 100644 --- a/examples/simulate_hybrid.py +++ b/examples/simulate_hybrid.py @@ -15,6 +15,7 @@ solar_size_mw = 20 wind_size_mw = 20 interconnection_size_mw = 20 +hub_height = 80 technologies = {'pv': { 'system_capacity_kw': solar_size_mw * 1000 @@ -22,14 +23,14 @@ 'wind': { 'num_turbines': 10, 'turbine_rating_kw': 2000, - 'hub_height': 80 + 'hub_height': hub_height }} # Get resource lat = flatirons_site['lat'] lon = flatirons_site['lon'] prices_file = examples_dir.parent / "resource_files" / "grid" / "pricing-data-2015-IronMtn-002_factors.csv" -site = SiteInfo(flatirons_site, grid_resource_file=prices_file, api='nrel', hub_height=80) +site = SiteInfo(flatirons_site, grid_resource_file=prices_file, api='nrel', hub_height=hub_height) # Create model hybrid_plant = HybridSimulation(technologies, site, interconnect_kw=interconnection_size_mw * 1000) From 4cf81df3caa8f2911d79232cfe3807430618ec70 Mon Sep 17 00:00:00 2001 From: dguittet Date: Fri, 20 May 2022 15:02:03 -0600 Subject: [PATCH 18/18] add test --- hybrid/resource/wind_resource.py | 30 +++++++++++++++++++++++++- hybrid/sites/site_info.py | 4 ++-- tests/hybrid/test_resource_download.py | 10 +++++++-- 3 files changed, 39 insertions(+), 5 deletions(-) diff --git a/hybrid/resource/wind_resource.py b/hybrid/resource/wind_resource.py index b4501583e..ee27ba77e 100644 --- a/hybrid/resource/wind_resource.py +++ b/hybrid/resource/wind_resource.py @@ -177,10 +177,38 @@ def format_data(self): self.data = self.filename + @staticmethod + def adjust_nasa_data_to_hub_height(data_dict): + # removes 2/29 data for leap years. PySAM Wind model can handle leap years, other modules like solar cannot + # If in the future all component modules can handle leap years, then this logic can be removed + if len(data_dict['data']) == 8784: + del data_dict['data'][1416:1440] + + # Simplifications to allow use of NASA POWER Wind data when data points are > 10 m away from hub height of interest + # This methodology assumes the NASA POWER API is called with all arguments (wind-surface, wind-elevation, site-elevation) as detailed in example below + # https://power.larc.nasa.gov/api/temporal/hourly/point?start=20120101&end=20121231&latitude=35.2018&longitude=-101.9450&community=RE¶meters=T2M&format=srw&wind-surface=vegtype_4&wind-elevation=80&site-elevation=80 + # Can be removed in future if NASA POWER can provide all data points at specified hub height + nasa_data_dict = {} + full_data = np.array(data_dict['data']) + num_datapoints = full_data.shape[0] + nasa_data_dict['data'] = np.zeros((num_datapoints, 4)) + nasa_data_dict['data'][:, 0] = full_data[:, 0] # Grab the temp at 2 m + nasa_data_dict['data'][:, 1] = full_data[:, 9] # Grab the corrected pressure at user specified hub height + nasa_data_dict['data'][:, 2] = full_data[:, 8] # Grab the corrected speed at user specified hub height + nasa_data_dict['data'][:, 3] = full_data[:, 7] # Grab the direction at 50 m + nasa_data_dict['heights'] = [data_dict['heights'][-1]] * 4 + nasa_data_dict['fields'] = [1, 2, 3, 4] + if data_dict['heights'][-1] == 10: + nasa_data_dict['data'][:, 3] = full_data[:, 5] # overwrites 50 m direction data with 10 m direction data + nasa_data_dict['data'] = nasa_data_dict['data'].tolist() + return nasa_data_dict + @Resource.data.setter def data(self, data_file): """ Sets the wind resource data to a dictionary in SAM Wind format (see Pysam.ResourceTools.SRW_to_wind_data) """ - self._data = SRW_to_wind_data(data_file) \ No newline at end of file + self._data = SRW_to_wind_data(data_file) + if self.api == "nasa": + self._data = self.adjust_nasa_data_to_hub_height(self._data) \ No newline at end of file diff --git a/hybrid/sites/site_info.py b/hybrid/sites/site_info.py index ce4350f1d..04fb45fff 100644 --- a/hybrid/sites/site_info.py +++ b/hybrid/sites/site_info.py @@ -29,7 +29,7 @@ def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_res set_nrel_key_dot_env() self.data = data self.api = api - self.vegtype = nasa_vegtype + self.nasa_vegtype = nasa_vegtype self.vertices = np.array([np.array(v) for v in data['site_boundaries']['verts']]) self.polygon: Polygon = Polygon(self.vertices) self.valid_region = self.polygon.buffer(1e-8) @@ -42,7 +42,7 @@ def __init__(self, data, solar_resource_file="", wind_resource_file="", grid_res self.solar_resource = SolarResource(data['lat'], data['lon'], data['year'], filepath=solar_resource_file, api=self.api) # TODO: allow hub height to be used as an optimization variable self.wind_resource = WindResource(data['lat'], data['lon'], data['year'], wind_turbine_hub_ht=hub_height, - filepath=wind_resource_file, api=self.api, nasa_vegtype=self.vegtype) + filepath=wind_resource_file, api=self.api, nasa_vegtype=self.nasa_vegtype) self.elec_prices = ElectricityPrices(data['lat'], data['lon'], data['year'], filepath=grid_resource_file) self.n_timesteps = len(self.solar_resource.data['gh']) // 8760 * 8760 self.n_periods_per_day = self.n_timesteps // 365 # TODO: Does not handle leap years well diff --git a/tests/hybrid/test_resource_download.py b/tests/hybrid/test_resource_download.py index 98a6aa894..39ace253e 100644 --- a/tests/hybrid/test_resource_download.py +++ b/tests/hybrid/test_resource_download.py @@ -91,12 +91,17 @@ def test_solar_nasa(solar_resource_nasa): def test_nasa_solar_download(solar_resource_nasa): - solar_resource_nasa.download_resource() + assert solar_resource_nasa.download_resource() + def test_wind_nasa(wind_resource_nasa): data = wind_resource_nasa.data for key in ('heights', 'fields', 'data'): assert (key in data) + + assert (data['fields'] == [1, 2, 3, 4]) + assert (data['heights'] == [80.0, 80.0, 80.0, 80.0]) + assert (data['data'][0] == [-3.205, 1.008, 9.499, 304.202]) ### NASA provides leap year data and non formated data, we should alway use post processed wind_resource_nasa.data not .filename for NASA Wind # No testing for wind.filename because we must use post processed data for NASA POWER wind model = wp.default("WindPowerNone") @@ -104,6 +109,7 @@ def test_wind_nasa(wind_resource_nasa): model.execute(0) assert(model.Outputs.annual_energy == approx(138e6,1e5)) + def test_nasa_wind_download(wind_resource_nasa): assert(wind_resource_nasa.download_resource()) @@ -136,4 +142,4 @@ def test_from_file(): solarfile = Path(__file__).parent.parent.parent / "resource_files" / "solar" / "35.2018863_-101.945027_nasa_60_2012.csv" solar_resource_nasa = SolarResource(lat=lat, lon=lon, year=year, api='nasa', filepath=solarfile) - assert(len(solar_resource_nasa.data['gh']) > 0) \ No newline at end of file + assert(len(solar_resource_nasa.data['gh']) > 0)