A combined system based on data preprocessing and optimization algorithm for electricity load forecasting

Electrical Load Forecasting Using LSTM, GRU, and RNN Algorithms

Mobarak Abumohsen, Amani Yousef Owda, Majdi Owda · Energies · 2023 · 346 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Short-term electric load forecasting based on Kalman filtering algorithm with moving window weather and load model

H.M. Al-Hamadi, S.A. Soliman · Electric Power Systems Research · 2003 · 283 citations

Computing, Electrical Engineering, Forecasting +15

Short-term electric load forecasting using an EMD-BI-LSTM approach for smart grid energy management system

Nada Mounir, Hamid Ouadi, Ismael Jrhilifa · Energy and Buildings · 2023 · 279 citations

Computing, Data Science, Electrical Engineering +16

BiLSTM Multitask Learning-Based Combined Load Forecasting Considering the Loads Coupling Relationship for Multienergy System

Yixiu Guo, Yong Li, Xuebo Qiao et al. · IEEE Transactions on Smart Grid · 2022 · 219 citations

Computing, Industrial Engineering, Energy Systems +12

Partly ensemble empirical mode decomposition: An improved noise-assisted method for eliminating mode mixing

Jinde Zheng, Junsheng Cheng, Yu Yang · Signal Processing · 2013 · 202 citations

Computing, Data Science, Time Series Analysis +8