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Takagi-sugeno type 1-2 fuzzy linear output controller for two-area load frequency control

Authors :
Marayati Mersadek
Farrukh Nagi
Navinesshani Permal
Agileswari A.P. Ramasamy
Aidil Azwin
Source :
Systems and Soft Computing, Vol 6, Iss , Pp 200083- (2024)
Publication Year :
2024
Publisher :
Elsevier, 2024.

Abstract

This paper presents a Takagi-Sugeno (T-S) fuzzy type 1–2 controller for load frequency control (LFC). Most of the fuzzy controllers implemented for LFC in the past have Mamdani inference. Mamdani inferences give a fuzzy set that is defuzzified to form an output, whereas the T-S inference doesn't require defuzzification as its output is either constant or 1st order linear polynomial expression of inputs. T-S linear output dependency on its inputs helps it operate at different operating conditions of a dynamic nonlinear system. In this work, a combination of both constant and linear outputs for T-S fuzzy are used to implement a controller for LFC. A two-area tie-line power system is used for demonstration purposes. LFC has gained more importance with the introduction of deregulated renewable energy sources (RES) access to the grid. The proposed controller demonstrates higher stability for almost 30% load variation than its predecessors’ fuzzy controllers.

Details

Language :
English
ISSN :
27729419
Volume :
6
Issue :
200083-
Database :
Directory of Open Access Journals
Journal :
Systems and Soft Computing
Publication Type :
Academic Journal
Accession number :
edsdoj.f06e733d3eb47f9b53da6faba7a6c83
Document Type :
article
Full Text :
https://doi.org/10.1016/j.sasc.2024.200083