Power Generation Monitoring of a hybrid Power System with I-GWO designed trapezoidal type-II fuzzy Controller. (3rd September 2022)

• Record Type: Journal Article
• Authors: Mishra, Debashish; Sahu, Prakash Chandra; Prusty, Ramesh Chandra; Panda, Sidhartha
• Is Part Of: International journal of modelling & simulation. Volume 42:Number 5(2022)
• Page Start: 797
• Page End: 813
• Publication Date: 2022-09-03
• Subjects: Improved-grey wolf optimizer (I-GWO) -- distributed generation (DG) -- automatic generation control (AGC) -- micro-grid -- triangular membership-type-ii fuzzy controller (TM-T2FC) -- tie-line power; Mathematical models -- Periodicals; Simulation methods -- Periodicals; Mathematical models; Simulation methods; Periodicals; 003.3
• DOI: 10.1080/02286203.2021.1983744
• Languages: English
• ISSNs: 0228-6203

Abstract

ABSTRACT: This article has implemented a robust type-II fuzzy PID controller for automatic generation control (AGC) of a diverse energy source-based multi-area power system under various operating conditions. The AGC aims to make stability over frequency and tie-line power of the power system. The proposed controller is accessed with Type-II Fuzzy systems with trapezoidal-based membership functions. In controller design concern, a novel soft computing algorithm called an improved-grey wolf optimizer (I-GWO) is approached for this study. The performance of the proposed trapezoidal membership function-based type-II fuzzy controller (TM-T2FC) has been extensively compared with the existing triangular membership-function based fuzzy-II controller (TrM-T2FC), type-I fuzzy controller (T1FC) and PID controller for AGC of the multi-area power system. Furthermore, the viability and effectiveness of the anticipated I-GWO algorithm have been separately assessed through suitable comparative studies. The robustness of the proposed TM-T2FC controller is investigated through different sensitive analyses and further assessment has been carried out by extending the proposed controller to a five area power system. It is observed from extensive studies and performance assessment that the proposed TM-T2FC controller can be a potential candidate for the AGC of the multi-area power system.