Short-Term Load Forecasting of Microgrid Based on TVFEMD-LSTM-ARMAX Model

• Published in: Transactions on electrical and electronic materials Vol. 25; no. 3; pp. 265 - 279
• Main Authors: Yin, Yufeng, Wang, Wenbo, Yu, Min
• Format: Journal Article
• Language: English
• Published: Seoul The Korean Institute of Electrical and Electronic Material Engineers (KIEEME) 01.06.2024; 한국전기전자재료학회
• Subjects: Chemistry and Materials Science; Electronics and Microelectronics; Instrumentation; Materials Science; Optical and Electronic Materials; Regular Paper; 전기공학; ARMAX; Permutation entropy; TVFEMD; Short-term load forecasting; Microgrids

The accuracy of short-term load forecasting in microgrids is crucial for their safe and economic operation. Microgrids have higher unpredictability than large power grids, making it more challenging to accurately predict short-term loads. To address this challenge, a novel approach that combines the...