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Predispatch model | p7day model | ||
|---|---|---|---|
Modelid | 20221129_171124_CB_1 | 20230213_012319_CB_7D_1 | |
First release date | 9th December 2022 | 20th April 2023 | |
Last retraining date | 4th April 2023 | 13th February 2023 | |
Machine Learning Algorithm | Random Forecast Regression | Random Forecast RegressionEnsemble predictor: gradient boosting | Ensemble predictor: gradient boosting |
Training Period | March 2018 to 30th March 2023 | March 2018 to 30th March 2023 | |
Hyper-parameter type | A | A | |
Hyper-parameter notes | No weighting across time periods. | No weighting across time periods. | |
Target | Dispatchprice (30min resolution) | Dispatchprice (30min resolution) | |
Input (and training) variables | rrp dispatchableload netinterchange rolling_rrp (availablegeneration - uigf) (dispatchablegeneration - scheduled_clearedmw) ss_solar_clearedmw ss_solar_uigf ss_wind_clearedmw ss_wind_uigf totaldemand totalintermittentgeneration | aggregatescheduledload netinterchangeunderscarcity unconstrainedcapacity aggregatecapacityavailable constrainedcapacity ss_solar_uigf ss_wind_uigf ss_solar_cleared ss_wind_cleared demand50 totalintermittentgeneration demand_and_nonschedgen |
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