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/
• Institution: Universiti Tun Hussein Onn Malaysia

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...