TIU Transactions on Inteligent Computing

Artificial Neural Network-Based Electronic Load Controller for Self-Excited Induction Generator

S. Karmakar and S.N Mahato
Department of Electrical Engineering
National Institute of Technology, Durgapur-713209, India


This paper deals with the performance analysis of a 3-phase Self-Excited Induction Generator (SEIG) incorporating an artificially intelligent Electronic Load Controller (ELC). ELCs are used to maintain a constant voltage at the generator output terminals. Intelligent ELCs employing the Bayesian Regularization and the Levenberg Marquardt algorithms of Artificial Neural Network are used as the control techniques. These are implemented in SIMULINK and adequate results are obtained.

Keywords: Electronic load controller; Self-Excited Induction Generator; Bayesian Regularization; Levenberg Marquardt algorithm.