ML4WX

Local & station forecasting

An integrated framework of robust local mean decomposition and bidirectional long short-term memory to forecast solar irradiance

Pardeep Singla, Manoj Duhan, Sumit Saroha

International Journal of Green Energy ·

Paper

In one sentence. RLMD-BiLSTM hybrid forecasts solar irradiance at two Indian sites, cutting RMSE by 59–89% against benchmark models; the study is station-based and regional.

Labels

Topic
Local & station forecasting, Applications & impacts
Type
New model or method
Method
RNN / LSTM / ConvLSTM, Other
Time scale
6 h–3 days
Domain
Local / station
Data
Station / in-situ
Status
Research
Identifiers
DOI:10.1080/15435075.2022.2143272 OpenAlex:W4308919474
Added
2026-10-22

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