Pardeep Singla

An ensemble method to forecast 24-h ahead solar irradiance using wavelet decomposition and BiLSTM deep learning network

Pardeep Singla, Manoj Duhan, Sumit Saroha · Earth Science Informatics · 2021 · 117 citations · Full text

Solar Variability, Engineering, Solar Power +9

A point and interval forecasting of solar irradiance using different decomposition based hybrid models

Pardeep Singla, Manoj Duhan, Sumit Saroha · Earth Science Informatics · 2023 · 44 citations

Engineering, Solar Power, Energy Management +11

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 · 2022 · 35 citations

Engineering, Machine Learning, Photovoltaic System +22

A Hybrid Solar Irradiance Forecasting Using Full Wavelet Packet Decomposition and Bi-Directional Long Short-Term Memory (BiLSTM)

Pardeep Singla, Manoj Duhan, Sumit Saroha · Arabian Journal for Science and Engineering · 2022 · 32 citations

Engineering, Data Science, Solar Power +8

A dual decomposition with error correction strategy based improved hybrid deep learning model to forecast solar irradiance

Pardeep Singla, Manoj Duhan, Sumit Saroha · Energy Sources Part A Recovery Utilization and Environmental Effects · 2022 · 27 citations

Engineering, Machine Learning, Solar Convection +20