rdtools.filtering¶
Functions for filtering and subsetting PV system data.
Functions
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Master wrapper for running one of the desired clipping filters. |
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Filtering based on clear-sky index (csi) |
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This filter is a logic-based filter that is used to filter out clipping periods in AC power or energy time series. |
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Select normalized yield between |
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Filter POA irradiance readings outside acceptable measurement bounds. |
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Filter data points likely to be affected by clipping with power or energy greater than or equal to 99% of the quant quantile. |
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Filter temperature readings outside acceptable measurement bounds. |
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This function generates the features to run through the XGBoost clipping model, runs the data through the model, and generates model outputs. |