From 28629c971302ef106581ae797c6b01bac37c0d50 Mon Sep 17 00:00:00 2001 From: CaraDonna Date: Thu, 7 Dec 2023 15:00:05 -0700 Subject: [PATCH 1/4] update hvac dist. documentation --- documentation/reference_doc/4_9_hvac.tex | 14 +- documentation/reference_doc/7_AppendixB.tex | 6 + .../figures/HVAC_SYS_Type_PREV.png | Bin 0 -> 83354 bytes .../figures/HVAC_SYS_Type_PREV_FSR.png | Bin 81587 -> 38989 bytes .../figures/HVAC_SYS_Type_PREV_HOS.png | Bin 87018 -> 50221 bytes .../figures/HVAC_SYS_Type_PREV_LrgHotel.png | Bin 0 -> 42923 bytes .../figures/HVAC_SYS_Type_PREV_LrgOffice.png | Bin 130332 -> 70901 bytes .../figures/HVAC_SYS_Type_PREV_MedOffice.png | Bin 118050 -> 68354 bytes .../figures/HVAC_SYS_Type_PREV_Outpatient.png | Bin 113719 -> 59142 bytes .../HVAC_SYS_Type_PREV_Primary_School.png | Bin 100917 -> 54020 bytes .../figures/HVAC_SYS_Type_PREV_QSR.png | Bin 42946 -> 23442 bytes .../figures/HVAC_SYS_Type_PREV_Retail.png | Bin 83778 -> 48270 bytes .../HVAC_SYS_Type_PREV_Retail_Stripmall.png | Bin 75416 -> 34961 bytes .../HVAC_SYS_Type_PREV_Secondary_School.png | Bin 127736 -> 66678 bytes .../HVAC_SYS_Type_PREV_Small_Hotel.png | Bin 41044 -> 20865 bytes .../HVAC_SYS_Type_PREV_Small_Office.png | Bin 97853 -> 54731 bytes .../figures/HVAC_SYS_Type_PREV_Warehouse.png | Bin 92664 -> 54839 bytes .../cbecs_comstock_fuel_type_comparison.PNG | Bin 0 -> 67584 bytes documentation/reference_doc/main.bcf | 4728 +++++++++++++++++ .../hvac_system_heating_fuel_categories.tex | 4 +- 20 files changed, 4747 insertions(+), 5 deletions(-) create mode 100644 documentation/reference_doc/figures/HVAC_SYS_Type_PREV.png create mode 100644 documentation/reference_doc/figures/HVAC_SYS_Type_PREV_LrgHotel.png create mode 100644 documentation/reference_doc/figures/cbecs_comstock_fuel_type_comparison.PNG create mode 100644 documentation/reference_doc/main.bcf diff --git a/documentation/reference_doc/4_9_hvac.tex b/documentation/reference_doc/4_9_hvac.tex index fa38e4e6d..4fec18b12 100644 --- a/documentation/reference_doc/4_9_hvac.tex +++ b/documentation/reference_doc/4_9_hvac.tex @@ -7,9 +7,9 @@ \subsection{HVAC System Heating Fuel Type} The probability distributions are informed by two data sources. First, there are the CBECS 2012 microdata, which include data on heating fuel(s), building type, and census division for the surveyed buildings. This data can be used to produce probability distributions for heating fuel by building type at the census division level. However, several data sources suggest notable variation within census divisions, which indicates that increased granularity may be needed (beyond what CBECS can provide). The heating fuel type probability distributions used in ResStock---which provides data for residential buildings at the county level---were used to add granularity. However, initial comparisons showed discrepancies between the ResStock data and the CBECS data, which is likely due to inherent differences between residential and commercial buildings. This indicated that the ResStock data should not be used directly. To rectify this, the county-level ResStock data were scaled to align with the CBECS data. This preserved the county-level variation in fuel type prevalence provided by the ResStock data, while also preserving the census division totals provided by the CBECS commercial data. District heating values were not available in the ResStock data, so the per-building-type CBECS values were used for all counties in a given census division. -In some cases, filtering down to a specific region and building type in the CBECS data yields very few samples. This can lead to unreliable conclusions for a region. To mitigate this, we took a blended approach, where some fraction of the CBECS region fuel type percentage comes from the regional samples only, and some fraction comes from the national sample for the building type. If more than 70 samples exist for a given building type and region, then 100\% of the fuel type prevalence comes from that specific region. (70 was selected as a conservative value using engineering judgment.) If there are fewer than 70 samples, the number of samples divided by 70 will be the fraction used for the region, and the remainder will use the national numbers. For example, if a region has 35 office samples, 50\% (35\//70) of the effective CBECS regional value will come from the CBECS region, and the other 50\% will come from the national CBECS value for the building type. This will cause region/building type combinations with lower sample sizes to have a stronger inheritance of the national characteristics than the regional characteristics when we lack sufficient evidence to support this level of detail. +In some cases, filtering down to a specific region and building type in the CBECS data yields very few samples. This can lead to unreliable conclusions for a region. To mitigate this, we took a blended approach, where some fraction of the CBECS region fuel type percentage comes from the regional samples only, and some fraction comes from the national sample for the building type. If more than 15 samples exist for a given building type and region, then 100\% of the fuel type prevalence comes from that specific region. (The threshold of 15 samples was selected baced on engineering judgment to balance process relaibility and regional variability.) If there are fewer than 15 samples, the number of samples divided by 15 will be the fraction used for the region, and the remainder will use the national numbers. For example, if a region has only 12 office samples, 80\% (12\//15) of the effective CBECS regional value will come from the CBECS region, and the other 20\% will come from the national CBECS value for the building type. This will cause region/building type combinations with lower sample sizes to have a stronger inheritance of the national characteristics than the regional characteristics when we lack sufficient evidence to support this level of detail. -Some commercial building HVAC systems use multiple fuel types. For example, a VAV system with a gas furnace in the air handling unit and electric resistance coils in the reheat boxes, or a gas furnace DOAS with variable refrigerant flow (VRF) heat pumps serving the zones. This can complicate the categorization of these systems into a single primary fuel type. To address this, we make the assumption that HVAC systems can be grouped into one of two categories: those that use combustion fuel in some capacity, and those that are all-electric, with no combustion present. We used this categorization methodology because most buildings that use all-electric systems do so because they do not have natural gas service. Consequently, some models categorized with a combustion fuel type, such as propane or natural gas, may be assigned a mixed-fuel-type HVAC system type that still contains a large electric heating component. A full list of ComStock HVAC systems and their fuel type categories are shown in Table~\ref{tab:hvac_system_heating_fuel_categories}. Further detail on model HVAC system assignment methodology can be found in Section~\ref{sec:HVAC_System_Type}. +Some commercial building HVAC systems use multiple fuel types. For example, a VAV system with a gas furnace in the air handling unit and electric resistance coils in the reheat boxes, or a gas furnace DOAS with variable refrigerant flow (VRF) heat pumps serving the zones. This can complicate the categorization of these systems into a single primary fuel type. To address this, we determine the primary heating fuel type for the mixed fuel systems/ The primary heating fuel is the heating fuel expected to carry the majority of the heating load. For example, the previously mentione example of a VAV system with gas heat at the air handler and electric reheat would be classified as an electric-heated system, since the majority of heating for multizone VAV systems usually comes from the reheat. A full list of ComStock HVAC systems and their fuel type categories are shown in Table~\ref{tab:hvac_system_heating_fuel_categories}. Further detail on model HVAC system assignment methodology can be found in Section~\ref{sec:HVAC_System_Type}. The county-level prevalences of different heating fuel types are shown in Figure~\ref{fig:map_naturalgas} (natural gas), Figure~\ref{fig:map_electricity} (electricity), Figure~\ref{fig:map_fueloil} (fuel oil), Figure~\ref{fig:map_propane} (propane), and Figure~\ref{fig:map_district} (district heating). @@ -48,7 +48,15 @@ \subsection{HVAC System Heating Fuel Type} \label{fig:map_district} \end{figure} -Because ComStock samples by building count rather than building area, discrepancies in the fuel type prevalence can occur when comparing CBECS to ComStock on a floor area basis. This is illustrated by building type in Figure~\ref{fig:cbecs_comstock_fuel_comparison_full_service_restaurant} (full service restaurant), Figure~\ref{fig:cbecs_comstock_fuel_comparison_hospital} (hospital), Figure~\ref{fig:cbecs_comstock_fuel_comparison_large_hotel} (large hotel), Figure~\ref{fig:cbecs_comstock_fuel_comparison_large_office} (large office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_medium_office} (medium office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_outpatient} (outpatient), Figure~\ref{fig:cbecs_comstock_fuel_comparison_primary_school} (primary school), Figure~\ref{fig:cbecs_comstock_fuel_comparison_quick_service_restaurant} (quick service restaurant), Figure~\ref{fig:cbecs_comstock_fuel_comparison_retail} (retail), Figure~\ref{fig:cbecs_comstock_fuel_comparison_secondary_school} (secondary school), Figure~\ref{fig:cbecs_comstock_fuel_comparison_small_hotel} (small hotel), Figure~\ref{fig:cbecs_comstock_fuel_comparison_small_office} (small office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_strip_mall} (strip mall), and Figure~\ref{fig:cbecs_comstock_fuel_comparison_warehouse} (warehouse). Note that differences in fuel type prevalence between ComStock and CBECS on an area basis result in differences in the amount of floor area served by HVAC equipment for that fuel type in ComStock models compared to CBECS. +% \begin{figure} +% \centering +% \includegraphics[width=0.12\textwidth]{figures/cbecs_comstock_fuel_type_comparison.png} +% \caption[Comparison of heating fuel type prevelance by floor area between CBECS 2012 and ComStock.]{Comparison of heating fuel type prevelance by floor area between CBECS 2012 and ComStock.} +% \label{fig:fuel_cbecs_v_cstock} +% \end{figure} + + +% Because ComStock samples by building count rather than building area, discrepancies in the fuel type prevalence can occur when comparing CBECS to ComStock on a floor area basis. This is illustrated by building type in Figure~\ref{fig:cbecs_comstock_fuel_comparison_full_service_restaurant} (full service restaurant), Figure~\ref{fig:cbecs_comstock_fuel_comparison_hospital} (hospital), Figure~\ref{fig:cbecs_comstock_fuel_comparison_large_hotel} (large hotel), Figure~\ref{fig:cbecs_comstock_fuel_comparison_large_office} (large office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_medium_office} (medium office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_outpatient} (outpatient), Figure~\ref{fig:cbecs_comstock_fuel_comparison_primary_school} (primary school), Figure~\ref{fig:cbecs_comstock_fuel_comparison_quick_service_restaurant} (quick service restaurant), Figure~\ref{fig:cbecs_comstock_fuel_comparison_retail} (retail), Figure~\ref{fig:cbecs_comstock_fuel_comparison_secondary_school} (secondary school), Figure~\ref{fig:cbecs_comstock_fuel_comparison_small_hotel} (small hotel), Figure~\ref{fig:cbecs_comstock_fuel_comparison_small_office} (small office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_strip_mall} (strip mall), and Figure~\ref{fig:cbecs_comstock_fuel_comparison_warehouse} (warehouse). Note that differences in fuel type prevalence between ComStock and CBECS on an area basis result in differences in the amount of floor area served by HVAC equipment for that fuel type in ComStock models compared to CBECS. %figures moved to appendix diff --git a/documentation/reference_doc/7_AppendixB.tex b/documentation/reference_doc/7_AppendixB.tex index 6ba435af2..a261be847 100644 --- a/documentation/reference_doc/7_AppendixB.tex +++ b/documentation/reference_doc/7_AppendixB.tex @@ -242,6 +242,12 @@ \label{fig:hvac_sys_type_prevalence_hos} \end{figure} +% \begin{figure} +% \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_LrgHotel.png} +% \caption[HVAC system type prevalence in large hotels]{Prevalence of ComStock HVAC system types by total stock floor area and building count; large hotels.} +% \label{fig:HVAC_SYS_Type_PREV_LrgHotel} +% \end{figure} + \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_LrgOffice.png} 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ashrae_reliability_db + ashrae_reliability_db + ashrae_reliability_db + ashrae_reliability_db + ashrae_reliability_db + neea2014cbsa + neea2014cbsa + neea2014cbsa + ashrae_reliability_db + determine_equip_life + matthew_reid_2020_3938000 + ashrae_reliability_db_article + deru_2011 + cpuc_deer + eulp_final_report + eulp_final_report + bianchi2020modeling + eulp_final_report + ashrae_62.1_2004 + icc_2003 + jiang_2008 + gghc_2007 + cpuc_deer + deru_2011 + jiang_2008 + doebber_2009 + liu_2007 + pless_2007 + ashrae_1989 + pless_2007 + costar + hsip + eia2012cbecs + eia2012cbecs + deru_2011 + costar + hsip + guidehouse_nfrc_window_report + ashrae_901_2010 + lightbox_smartparcels_2021 + doe_reference_buildings + old_vintage_office_study + doe_reference_buildings + ashrae_901_2010 + eia2012cbecs + cpuc_deer + doe_reference_buildings + old_vintage_office_study + doe_reference_buildings + energy_plus + nist_infiltration_data + nist_infiltration_data + nist_infiltration_data + nist_infiltration_data + nist_infiltration_correlations + doe2015lmc + doe2019ssl + ashrae_rp1282 + ashrae_rp1681 + neea2019cbsa + doe2015lmc + doe2019ssl + doe2015lmc + doe2019ssl + doe2015lmc + doe2019ssl + deru_2011 + eulp_final_report + eulp_final_report + doe2015lmc + osti_1129366 + qsr_50pct_svs + eia2012cbecs + qsr_50pct_svs + eia2012cbecs + qsr_50pct_svs + eia2012cbecs + goetzler_commercial_appliances + com_food_service_equip + eia2012cbecs + qsr_50pct_svs + eia2012cbecs + ashrae_62.1_2004 + unocc_hvac_paper + mascontrol3 + trane_foundation + carrier_economiser + daikin_rebel + eia2018cbecs + doi_10_1080_23744731_2021_1898243 + osti_1889192 + osti_1829706 + osti_1457127 + doi_10_1080_23744731_2021_1898243 + osti_1889192 + osti_1665808 + seventhwave_rtu + heinemeier2014free + egrid2020 + cambium2022 + GAGNON2022103915 + cambium2022 + cambium2021 + lrmer_data2022 + ashrae_1989 + cpuc_deer + ashrae_1989 + cpuc_deer + ashrae_1989 + cpuc_deer + pless_2007 + cpuc_deer + pless_2007 + cpuc_deer + ashrae_1989 + cpuc_deer + ashrae_1989 + cpuc_deer + jiang_2008 + cpuc_deer + jiang_2008 + cpuc_deer + doebber_2009 + cpuc_deer + doebber_2009 + cpuc_deer + liu_2007 + cpuc_deer + ashrae_1989 + cpuc_deer + ashrae_1989 + cpuc_deer + osti_1015277 + osti_1015277 + osti_1015277 + osti_1015277 + + + + + presort + + + sortkey + + + sortname + author + editor + translator + sorttitle + title + + + sortyear + year + + + sorttitle + title + + + volume + 0 + + + + + + diff --git a/documentation/reference_doc/tables/hvac_system_heating_fuel_categories.tex b/documentation/reference_doc/tables/hvac_system_heating_fuel_categories.tex index e09621170..a744ae64d 100644 --- a/documentation/reference_doc/tables/hvac_system_heating_fuel_categories.tex +++ b/documentation/reference_doc/tables/hvac_system_heating_fuel_categories.tex @@ -6,7 +6,7 @@ \begin{tabular}{|l|l|} \hline \textbf{HVAC System Type} & \textbf{Heating Fuel Category} \\ \hline -Packaged variable air volume (PVAV) with gas heat with electric reheat & Fuel \\ \hline +Packaged variable air volume (PVAV) with gas heat with electric reheat & Electricity \\ \hline DOAS with fan coil district chilled water with district hot water & District\_Heating \\ \hline Variable air volume (VAV) district chilled water with district hot water reheat & District\_Heating \\ \hline PSZ-AC with gas coil & Fuel \\ \hline @@ -28,7 +28,7 @@ DOAS with variable refrigerant flow (VRF) & Electricity \\ \hline Residential forced air furnace & Fuel \\ \hline DOAS with water source heat pumps with ground source heat pump & Electricity \\ \hline -DOAS with water source heat pumps cooling tower with boiler & Fuel \\ \hline +DOAS with water source heat pumps cooling tower with boiler & Electricity \\ \hline Direct evap coolers with forced air furnace & Fuel \\ \hline VAV district chilled water with PFP boxes & Electricity \\ \hline PVAV with district hot water reheat & District\_Heating \\ \hline From 250ac3d4ceaf556e1ba776b9b56f182d40af6d7c Mon Sep 17 00:00:00 2001 From: CaraDonna Date: Fri, 8 Dec 2023 09:31:29 -0700 Subject: [PATCH 2/4] Update documentation --- documentation/reference_doc/4_9_hvac.tex | 22 +- documentation/reference_doc/7_AppendixB.tex | 206 +++++++++--------- .../figures/HVAC_SYS_Type_PREV.png | Bin 83354 -> 0 bytes .../figures/hvac_system_type_prevalance.png | Bin 207355 -> 83354 bytes 4 files changed, 116 insertions(+), 112 deletions(-) delete mode 100644 documentation/reference_doc/figures/HVAC_SYS_Type_PREV.png diff --git a/documentation/reference_doc/4_9_hvac.tex b/documentation/reference_doc/4_9_hvac.tex index 4fec18b12..2a568a52d 100644 --- a/documentation/reference_doc/4_9_hvac.tex +++ b/documentation/reference_doc/4_9_hvac.tex @@ -11,6 +11,15 @@ \subsection{HVAC System Heating Fuel Type} Some commercial building HVAC systems use multiple fuel types. For example, a VAV system with a gas furnace in the air handling unit and electric resistance coils in the reheat boxes, or a gas furnace DOAS with variable refrigerant flow (VRF) heat pumps serving the zones. This can complicate the categorization of these systems into a single primary fuel type. To address this, we determine the primary heating fuel type for the mixed fuel systems/ The primary heating fuel is the heating fuel expected to carry the majority of the heating load. For example, the previously mentione example of a VAV system with gas heat at the air handler and electric reheat would be classified as an electric-heated system, since the majority of heating for multizone VAV systems usually comes from the reheat. A full list of ComStock HVAC systems and their fuel type categories are shown in Table~\ref{tab:hvac_system_heating_fuel_categories}. Further detail on model HVAC system assignment methodology can be found in Section~\ref{sec:HVAC_System_Type}. +Figure~\ref{fig:fuel_cbecs_v_cstock} compares the prevelance of heating fuel type by stock floor area for CBECS 2012 and ComStock, by building type. In most cases, ComStock closley aligns to the CBECS 2012 values. However, there are some differences between the two sources due to randomness in the sampling process and from the leveraging other data sources to achieve county-level granluarity in fuel type prevelance. The largest difference is in small hotels where ComStock shows 87\% of the floor area using electric heating while CBECS suggest 74\%, an absolute difference of 12\%. + +\begin{figure} + \centering + \includegraphics[width=1.10\textwidth]{figures/cbecs_comstock_fuel_type_comparison.png} + \caption[Comparison of heating fuel type prevelance by floor area between CBECS 2012 and ComStock.]{Comparison of heating fuel type prevelance by floor area between CBECS 2012 and ComStock.} + \label{fig:fuel_cbecs_v_cstock} +\end{figure} + The county-level prevalences of different heating fuel types are shown in Figure~\ref{fig:map_naturalgas} (natural gas), Figure~\ref{fig:map_electricity} (electricity), Figure~\ref{fig:map_fueloil} (fuel oil), Figure~\ref{fig:map_propane} (propane), and Figure~\ref{fig:map_district} (district heating). \begin{figure} @@ -46,17 +55,9 @@ \subsection{HVAC System Heating Fuel Type} \includegraphics[width=0.8\textwidth]{figures/map_districtheating.png} \caption[Fraction of ComStock models using district heating/water heating per county]{Fraction of ComStock models using district heating per county.} \label{fig:map_district} -\end{figure} - -% \begin{figure} -% \centering -% \includegraphics[width=0.12\textwidth]{figures/cbecs_comstock_fuel_type_comparison.png} -% \caption[Comparison of heating fuel type prevelance by floor area between CBECS 2012 and ComStock.]{Comparison of heating fuel type prevelance by floor area between CBECS 2012 and ComStock.} -% \label{fig:fuel_cbecs_v_cstock} -% \end{figure} +\end{figure} -% Because ComStock samples by building count rather than building area, discrepancies in the fuel type prevalence can occur when comparing CBECS to ComStock on a floor area basis. This is illustrated by building type in Figure~\ref{fig:cbecs_comstock_fuel_comparison_full_service_restaurant} (full service restaurant), Figure~\ref{fig:cbecs_comstock_fuel_comparison_hospital} (hospital), Figure~\ref{fig:cbecs_comstock_fuel_comparison_large_hotel} (large hotel), Figure~\ref{fig:cbecs_comstock_fuel_comparison_large_office} (large office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_medium_office} (medium office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_outpatient} (outpatient), Figure~\ref{fig:cbecs_comstock_fuel_comparison_primary_school} (primary school), Figure~\ref{fig:cbecs_comstock_fuel_comparison_quick_service_restaurant} (quick service restaurant), Figure~\ref{fig:cbecs_comstock_fuel_comparison_retail} (retail), Figure~\ref{fig:cbecs_comstock_fuel_comparison_secondary_school} (secondary school), Figure~\ref{fig:cbecs_comstock_fuel_comparison_small_hotel} (small hotel), Figure~\ref{fig:cbecs_comstock_fuel_comparison_small_office} (small office), Figure~\ref{fig:cbecs_comstock_fuel_comparison_strip_mall} (strip mall), and Figure~\ref{fig:cbecs_comstock_fuel_comparison_warehouse} (warehouse). Note that differences in fuel type prevalence between ComStock and CBECS on an area basis result in differences in the amount of floor area served by HVAC equipment for that fuel type in ComStock models compared to CBECS. %figures moved to appendix @@ -223,6 +224,9 @@ \subsection{Unoccupied Air Handling Unit Operation} An industry-provided BAS data set of over 5,700 AHUs was used to inform the prevalence of three unoccupied AHU operation modes. The data set includes time series (hourly) BAS variables for ``Occupied Status'' (describes whether the AHU was in an occupied mode for that hour), ``Fan Status'' (describes whether the fan was used for that hour), and ``Ventilation Status'' (describes whether outdoor ventilation air was used for that hour). Counts of AHUs and buildings by building type in the data set are shown in Table~\ref{tab:unnoc_ahu_data_counts}, and the three unoccupied AHU shutdown control schemes are summarized in Table~\ref{tab:unnoc_ahu_schemes}. The data set suggests that 27\% of AHUs use scheme 1 (least efficient), 50\% of AHUs use scheme 2 (more efficient), and 23\% of AHUs use scheme 3 (most efficient; ASHRAE-90.1 required). The prevalence of the AHU unoccupied control schemes by building type is shown in Table~\ref{tab:unnoc_ahu_scheme_prev}. These probability distributions are used in ComStock sampling to set the fraction of buildings utilizing the discussed control schemes, by building type, for models that use AHU-based HVAC systems. Non-AHU HVAC system types are not applicable to this methodology, nor are building types not listed in Table~\ref{tab:unnoc_ahu_scheme_prev}. Note that building types with less than 25 buildings in the BAS data set (Table~\ref{tab:unnoc_ahu_data_counts}) use the ``All Types'' distribution of the data set at large, as fewer than 25 samples cannot reliably be used to represent a population. + +The following building types are not included in the unnocupied air handling unit operation workflow, and utlize default scheduling only: small hotels, large hotels, outpatient, hospitals, primary schools, and secondary schools. The building types may be integrated into this workflow in the future as more data becomes available. + \input{tables/unnoc_ahu_data_counts} \input{tables/unnoc_ahu_schemes} diff --git a/documentation/reference_doc/7_AppendixB.tex b/documentation/reference_doc/7_AppendixB.tex index a261be847..4b69b6905 100644 --- a/documentation/reference_doc/7_AppendixB.tex +++ b/documentation/reference_doc/7_AppendixB.tex @@ -126,191 +126,191 @@ \label{fig:swh_sched_strip_mall} \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_full_service_restaurant.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for full service restaurants]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for full service restaurants. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} -\label{fig:cbecs_comstock_fuel_comparison_full_service_restaurant} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_full_service_restaurant.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for full service restaurants]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for full service restaurants. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_full_service_restaurant} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_hospital.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for hospitals]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for hospitals. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_hospital} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_hospital.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for hospitals]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for hospitals. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_hospital} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_large_hotel.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for large hotels]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for large hotels. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_large_hotel} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_large_hotel.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for large hotels]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for large hotels. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_large_hotel} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_large_office.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for large offices]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for large offices. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_large_office} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_large_office.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for large offices]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for large offices. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_large_office} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_medium_office.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for medium offices]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for medium offices. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_medium_office} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_medium_office.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for medium offices]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for medium offices. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_medium_office} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_outpatient.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for outpatient]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for outpatient. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_outpatient} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_outpatient.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for outpatient]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for outpatient. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_outpatient} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_primary_school.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for primary schools]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for primary schools. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_primary_school} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_primary_school.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for primary schools]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for primary schools. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_primary_school} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_quick_service_restaurant.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for quick service restaurants]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for quick service restaurants. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_quick_service_restaurant} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_quick_service_restaurant.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for quick service restaurants]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for quick service restaurants. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_quick_service_restaurant} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_retail.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for retail]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for retail. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_retail} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_retail.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for retail]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for retail. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_retail} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_secondary_school.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for secondary schools]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for secondary schools. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_secondary_school} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_secondary_school.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for secondary schools]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for secondary schools. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_secondary_school} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_small_hotel.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for small hotel]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for small hotel. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_small_hotel} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_small_hotel.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for small hotel]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for small hotel. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_small_hotel} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_small_office.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for small office]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for small office. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_small_office} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_small_office.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for small office]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for small office. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_small_office} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_strip_mall.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for strip malls]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for strip malls. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_strip_mall} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_strip_mall.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for strip malls]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for strip malls. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_strip_mall} +% \end{figure} -\begin{figure} - \centering - \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_warehouse.png} - \caption[Comparison of fuel type prevalence between ComStock and CBECS for warehouses]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for warehouses. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} - \label{fig:cbecs_comstock_fuel_comparison_warehouse} -\end{figure} +% \begin{figure} +% \centering +% \includegraphics[scale=0.5]{figures/cbecs_comstock_fuel_comparison_warehouse.png} +% \caption[Comparison of fuel type prevalence between ComStock and CBECS for warehouses]{Area-weighted vs. building-count-weighted comparison of fuel type prevalence between ComStock and CBECS for warehouses. From left to right, the fuel types on the x-axis are: district heating, electricity, fuel oil, natural gas, and propane.} +% \label{fig:cbecs_comstock_fuel_comparison_warehouse} +% \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/hvac_system_type_prevalance.png} - \caption[HVAC system type prevalence in all building types]{Prevalence of ComStock HVAC system types by total stock floor area and building count; all building types.} + \caption[HVAC system type prevalence in all building types]{Prevalence of ComStock HVAC system types by total stock floor area; all building types.} \label{fig:hvac_sys_type_prevalence} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_FSR.png} - \caption[HVAC system type prevalence in full service restaurants]{Prevalence of ComStock HVAC system types by total stock floor area and building count; full service restaurants.} + \caption[HVAC system type prevalence in full service restaurants]{Prevalence of ComStock HVAC system types by total stock floor area; full service restaurants.} \label{fig:hvac_sys_type_prevalence_fsr} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_HOS.png} - \caption[HVAC system type prevalence in hospitals]{Prevalence of ComStock HVAC system types by total stock floor area and building count; hospitals.} + \caption[HVAC system type prevalence in hospitals]{Prevalence of ComStock HVAC system types by total stock floor area; hospitals.} \label{fig:hvac_sys_type_prevalence_hos} \end{figure} -% \begin{figure} -% \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_LrgHotel.png} -% \caption[HVAC system type prevalence in large hotels]{Prevalence of ComStock HVAC system types by total stock floor area and building count; large hotels.} -% \label{fig:HVAC_SYS_Type_PREV_LrgHotel} -% \end{figure} +\begin{figure} + \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_LrgHotel.png} + \caption[HVAC system type prevalence in large hotels]{Prevalence of ComStock HVAC system types by total stock floor area; large hotels.} + \label{fig:HVAC_SYS_Type_PREV_LrgHotel} +\end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_LrgOffice.png} - \caption[HVAC system type prevalence in large offices]{Prevalence of ComStock HVAC system types by total stock floor area and building count; large offices.} + \caption[HVAC system type prevalence in large offices]{Prevalence of ComStock HVAC system types by total stock floor area; large offices.} \label{fig:hvac_sys_type_prevalence_lrgoffice} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_MedOffice.png} - \caption[HVAC system type prevalence in medium offices]{Prevalence of ComStock HVAC system types by total stock floor area and building count; medium offices.} + \caption[HVAC system type prevalence in medium offices]{Prevalence of ComStock HVAC system types by total stock floor area; medium offices.} \label{fig:hvac_sys_type_prevalence_medoffice} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_Outpatient.png} - \caption[HVAC system type prevalence in outpatient]{Prevalence of ComStock HVAC system types by total stock floor area and building count; outpatient.} + \caption[HVAC system type prevalence in outpatient]{Prevalence of ComStock HVAC system types by total stock floor area; outpatient.} \label{fig:hvac_sys_type_prevalence_outpatient} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_Primary_School.png} - \caption[HVAC system type prevalence in primary schools]{Prevalence of ComStock HVAC system types by total stock floor area and building count; primary schools.} + \caption[HVAC system type prevalence in primary schools]{Prevalence of ComStock HVAC system types by total stock floor area; primary schools.} \label{fig:hvac_sys_type_prevalence_primary_school} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_QSR.png} - \caption[HVAC system type prevalence in quick service restaurants]{Prevalence of ComStock HVAC system types by total stock floor area and building count; quick service restaurants.} + \caption[HVAC system type prevalence in quick service restaurants]{Prevalence of ComStock HVAC system types by total stock floor area; quick service restaurants.} \label{fig:hvac_sys_type_prevalence_qsr} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_Retail_Stripmall.png} - \caption[HVAC system type prevalence in strip malls]{Prevalence of ComStock HVAC system types by total stock floor area and building count; strip malls.} + \caption[HVAC system type prevalence in strip malls]{Prevalence of ComStock HVAC system types by total stock floor area; strip malls.} \label{fig:hvac_sys_type_prevalence_retail_strip_mall} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_Retail.png} - \caption[HVAC system type prevalence in retail]{Prevalence of ComStock HVAC system types by total stock floor area and building count; retail.} + \caption[HVAC system type prevalence in retail]{Prevalence of ComStock HVAC system types by total stock floor area; retail.} \label{fig:hvac_sys_type_prevalence_retail} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_Secondary_School.png} - \caption[HVAC system type prevalence in secondary schools]{Prevalence of ComStock HVAC system types by total stock floor area and building count; secondary schools.} + \caption[HVAC system type prevalence in secondary schools]{Prevalence of ComStock HVAC system types by total stock floor area; secondary schools.} \label{fig:hvac_sys_type_prevalence_secondary_school} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_Small_Hotel.png} - \caption[HVAC system type prevalence in small hotels]{Prevalence of ComStock HVAC system types by total stock floor area and building count; small hotels.} + \caption[HVAC system type prevalence in small hotels]{Prevalence of ComStock HVAC system types by total stock floor area; small hotels.} \label{fig:hvac_sys_type_prevalence_small_hotel} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_Small_Office.png} - \caption[HVAC system type prevalence in small offices]{Prevalence of ComStock HVAC system types by total stock floor area and building count; small offices.} + \caption[HVAC system type prevalence in small offices]{Prevalence of ComStock HVAC system types by total stock floor area; small offices.} \label{fig:hvac_sys_type_prevalence_small_office} \end{figure} \begin{figure} \centering \includegraphics[width=1.0\textwidth]{figures/HVAC_SYS_Type_PREV_Warehouse.png} - \caption[HVAC system type prevalence in warehouses]{Prevalence of ComStock HVAC system types by total stock floor area and building count; warehouses.} + \caption[HVAC system type prevalence in warehouses]{Prevalence of ComStock HVAC system types by total stock floor area; warehouses.} \label{fig:hvac_sys_type_prevalence_warehouse} \end{figure} diff --git a/documentation/reference_doc/figures/HVAC_SYS_Type_PREV.png b/documentation/reference_doc/figures/HVAC_SYS_Type_PREV.png deleted file mode 100644 index 1262d0e438066b787726216dee07808e495041b2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 83354 zcmbT8bzD{3!mcMGNOz}5hoE$q0@5JeAl=;^f`EV^pma%hceixMq9vre>rQm<^X;?u zIp6)=`v=Nztp%(#*PLU#<9VO4g5_kykP!$F002N1fAjh+06ba+zZT&hfwyG23u=P@ z!P~r1vj+f__J=R1ZtENa0C) z^lLAg00cOM00h-6%CETf!5rS1aoZB-kFY&&d?l!8;6l;q*wLkue94yIVwjQ* 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