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Solar Power Forecasting Techniques and Metrics for Accuracy of Solar Forecasting: A Review


Affiliations
1 Department of Electrical Engineering, Dayalbagh Educational Institute, Deemed University Dayalbagh, Agra - 282005, India
2 Senior Research Fellow, Energy Efficiency and Renewable Energy Division, Central Power Research Institute, Bangalore-560080, India
     

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The increasing demand for energy is one of the biggest reasons behind the integration of solar energy into the electric grids or networks to ensure the efficient use of energy PV systems it becomes important to forecast information reliably. The accurate prediction of solar irradiance variation can enhance the quality of service This integration of solar energy and accurate prediction can help in better planning and distribution of energy Here in this paper, a deep review of methods which are used for solar irradiance forecasting is presented These methods help in selecting the appropriate forecast technique according to the needs or requirements. This paper also presents the metrics that are used for evaluating the performance of a forecast model.

Keywords

Solar forecasting, physical method, statistical method, hybrid method, evaluation metrics
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  • Solar Power Forecasting Techniques and Metrics for Accuracy of Solar Forecasting: A Review

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Authors

Chaturvedi D K
Department of Electrical Engineering, Dayalbagh Educational Institute, Deemed University Dayalbagh, Agra - 282005, India
Isha Yadav
Department of Electrical Engineering, Dayalbagh Educational Institute, Deemed University Dayalbagh, Agra - 282005, India
Vikas Pratap Singh
Senior Research Fellow, Energy Efficiency and Renewable Energy Division, Central Power Research Institute, Bangalore-560080, India

Abstract


The increasing demand for energy is one of the biggest reasons behind the integration of solar energy into the electric grids or networks to ensure the efficient use of energy PV systems it becomes important to forecast information reliably. The accurate prediction of solar irradiance variation can enhance the quality of service This integration of solar energy and accurate prediction can help in better planning and distribution of energy Here in this paper, a deep review of methods which are used for solar irradiance forecasting is presented These methods help in selecting the appropriate forecast technique according to the needs or requirements. This paper also presents the metrics that are used for evaluating the performance of a forecast model.

Keywords


Solar forecasting, physical method, statistical method, hybrid method, evaluation metrics



DOI: https://doi.org/10.33686/prj.v12i2.189310