Design of single- and multi-loop self-adaptive PID controller using heuristic based recurrent neural network for ALFC of hybrid power system

• Main Authors: Veerasamy, Veerapandiyan, Noor Izzri Abdul Wahab, Ramachandran, Rajeswari, Mohammad Lutfi Othman, Hashim Hizam, Kumar, Jeevitha Satheesh, Irudayaraj, Andrew Xavier Raj
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Hybrid Power System; Automatic Load Frequency Control
• Online Access: https://hdl.handle.net/10356/162085
• Institution: Nanyang Technological University

This paper presents a novel heuristic based recurrent Hopfield neural network (HNN) designed self-adaptive proportional-integral-derivative (PID) controller for automatic load frequency control of interconnected hybrid power system (HPS). The control problem is conceptualized as an optimization prob...