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Power Generation Monitoring of a hybrid Power System with I-GWO designed trapezoidal type-II fuzzy Controller.
- Source :
-
International Journal of Modelling & Simulation . Oct2022, Vol. 42 Issue 5, p797-813. 17p. - Publication Year :
- 2022
-
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. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 02286203
- Volume :
- 42
- Issue :
- 5
- Database :
- Academic Search Index
- Journal :
- International Journal of Modelling & Simulation
- Publication Type :
- Academic Journal
- Accession number :
- 158879186
- Full Text :
- https://doi.org/10.1080/02286203.2021.1983744