Title: Robust type-2 fuzzy c-means load frequency controller for multi area (geothermal hydrothermal) interconnected power system with GRC
Authors: Anand Gondesi; R. Vijaya Santhi; K. Rama Sudha
Addresses: Dept. of EE, A.U. College of Engineering College, Andhra University, India ' Dept. of EE, A.U. College of Engineering College, Andhra University, India ' Dept. of EE, A.U. College of Engineering College, Andhra University, India
Abstract: Load frequency control (LFC) exerts a significant influence in determining the performance of an interconnected power system. The existing control strategies employed for LFC are mainly dependent on parameter, a variation which leads to poor performance of the system. The present paper proposes a new approach to investigate the LFC problem of a multi-area system considering generation rate constraints (GRC) implementing type-2 fuzzy system (T2FS). Type-2 fuzzy c-means clustering technique (T2FCM) is used for generation of optimised rule base. The proposed method is tested on three-area power system (first area with two geothermal - one hydro unit, second area with three thermal units and third area with two thermal - one hydro unit tied together) to illustrate its robust performance under different operating conditions. The result shows the performance of the proposed controller is much better than conventional controller and fuzzy c-means controller in terms of undershoot, overshoot and settling time.
Keywords: load frequency control; LFC; type-2 fuzzy system; T2FS; generation rate constraint; GRC; type-2 fuzzy c-means clustering; T2FCM.
International Journal of Fuzzy Computation and Modelling, 2017 Vol.2 No.3, pp.215 - 239
Received: 13 Aug 2016
Accepted: 20 Mar 2017
Published online: 24 Jan 2018 *