Multi-convolution feature extraction and recurrent neural network dependent model for short-term load forecasting

• Main Authors: Goh, Hui Hwang, He, Biliang, Hui Liu, Hui Liu, Zhang, Dongdong, Wei Dai, Wei Dai, Kurniawan, Tonni Agustiono, Goh, Kai Chen
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers 2021
• Subjects: TK452-454.4 Electric apparatus and materials. Electric circuits. Electric networks
• Online Access: http://eprints.uthm.edu.my/6263/1/J13190_7ec3c064e09d1a741eeb13c13aa40aaf.pdf; http://eprints.uthm.edu.my/6263/

Load forecasting is critical for power system operation and market planning.With the increased penetration of renewable energy and the massive consumption of electric energy, improving load forecasting accuracy has become a dif�cult task. Recently, it was demonstrated that deep learning models perfo...