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# Open Window Detection | ||
Detects whether a window is open by checking for step and short drops in the air humidity curve. | ||
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## Input | ||
| key | type | description | | ||
|--------------------|------------------------------------------------------|-----------------------------------------------------------|----------| | ||
| | | | | ||
| `Humidity` | float | Humidity value in percentage | | ||
| `Humidity_Time` | string | Corresponding timestamp | | ||
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## Output | ||
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| key | type | description | | ||
|--------------------|------------------------------------------------------|-----------------------------------------------------------|----------| | ||
| | | | | ||
| `[DEVICE_ID]` | JSON string `{window_open: bool, timestamp: string}` | Whether the window is detected as open or not | | ||
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## Config options | ||
<!--- | ||
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| key | type | description | required | | ||
|--------------------|------------------------------------------------------|-----------------------------------------------------------|----------| | ||
| | | | | | ||
| `weather_src_id` | string | ID of source providing weather forecast data. | yes | | ||
| `logger_level` | string | `info`, `warning` (default), `error`, `critical`, `debug` | no | | ||
| `selectors` | array[object{"name": string, "args": array[string]}] | Define selectors to distinguish between data sources. | no | | ||
| `power_td` | float | Time difference between consecutive power values in min (default:0.17) | no | | ||
| `weather_dim` | integer | | no | | ||
| `data_path` | string | Path to reward and model files. Default: "/opt/data" | no | | ||
| `buffer_len` | integer | Length of replay buffer (default: 48) | no | | ||
| `p_1` | integer | Power for reward calculation if action==1 (default:1) | no | | ||
| `p_0` | integer | Power for reward calculation if action==0 (default:1) | no | | ||
| `history_modus` | string | `all`, `daylight` (default) | no | | ||
--> | ||
| `logger_level` | string | `info`, `warning` (default), `error`, `critical`, `debug` | no | | ||
| `data_path` | string | Path to the mounted volume | no | | ||
| `init_phase_length` | number | Length of the initialization/training phase (default: 2) | no | | ||
| `init_phase_level` | string | Duration level of the initizalization phase (pandas timedelta string, e.g. `d` for days) | no | | ||
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