Data-Driven Photovoltaic Generation Forecasting Based on a Bayesian Network With Spatial-Temporal Correlation Analysis.

IEEE Transactions on Industrial Informatics(2020)

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摘要
Spatiotemporal analysis has been recognized as one of the most promising techniques to improve the accuracy of photovoltaic (PV) generation forecasts. In recent years, PV generation data of a number of PV systems distributed in a geographical locale have become increasingly available. This paper conducts a thorough investigation of the spatial-temporal correlation amongst PV generation data of dis...
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关键词
Correlation,Predictive models,Forecasting,Measurement,Time series analysis,Data models,Weather forecasting
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