Browsing by Subject "Machine Learning Models"

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Forecasting of Solar Irradiances using Time Series and Machine Learning Models: A Case Study from India

Kulshrestha, Rakhee; Pasari, Sumanta (Springer, 2022-10)

With the focus on renewable energy resources due to environmental reasons, reliable forecasting of renewable energy has great societal importance. This study focuses on the analysis and forecasting of GHI data at two ...
Wind Speed Forecasting at Different Time Scales Using Time Series and Machine Learning Models

Kulshrestha, Rakhee; Pasari, Sumanta (Springer, 2023-03)

Wind energy is considered to be one of the fastest growing green energy resources. The time horizon of wind energy forecasting plays a crucial role in several end user applications. This study focuses on the short term ...

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