Deep Learning Based Renewable Energy Forecasting in Microgrids

• Published in: 2023 4th International Conference on Smart Electronics and Communication (ICOSEC) pp. 774 - 780
• Main Author: Choudhary, Sunila
• Format: Conference Proceeding
• Language: English
• Published: IEEE 20.09.2023
• Subjects: deep learning (DL); hybrid threshold-adaptive Harris Hawks optimized convolutional long short-term memory (HTHHO-DCLSTM); Microgrid; Microgrids; Prediction algorithms; Production; Reliability; Renewable energy sources; renewable energy sources (RESs); Smart grids; Technological innovation

Microgrids (MG) have become an essential part of smart grids that also contain advanced technologies for storing energy, load control strategies, and dispersed renewable energy sources (RESs). For an intelligent dc microgrid, the intermittent nature of RESs presents a variety of difficulties, includ...