Comparative study of meta-heuristic and classical techniques for automatic generation control of a multi-source singlearea hydro-thermal-gas power system
Joint Authors
Dinakin, Demilade D.
Oluseyi, Peter O.
Source
Issue
Vol. 10, Issue 3 (31 Jul. 2019), pp.151-172, 22 p.
Publisher
University of Kufa Faculty of Engineering
Publication Date
2019-07-31
Country of Publication
Iraq
No. of Pages
22
Main Subjects
Topics
Abstract EN
The PID controller still remains a widely used and very effective means of achieving stability in control systems.
Generally, the performance of the controller is determined by the proportional, integral and derivative gains of the controller.
The classical techniques: ZieglerNichols (ZN) open loop method; ZN closed loop method; Chien-Hrones-Reswick (C-H-R) load rejection method; and meta-heuristic technique: the fuzzy logic algorithm, are used to determine the tuning parameters of the PID controller in this study.
The performance comparison of these controllers is done for automatic generation control (AGC) of a multi-source single-area hydrothermal-gas power system.
In such power systems, each source has a participation factor that determines its contribution to total power generation.
The root mean square error (RMSE) is deployed to determine the proportionate balance of each generator’s output with its corresponding participation factor.
The performance comparison of the controllers using Simulink/MATLAB shows that the fuzzy-PID controller achieved the most proportionate generation balance.
American Psychological Association (APA)
Dinakin, Demilade D.& Oluseyi, Peter O.. 2019. Comparative study of meta-heuristic and classical techniques for automatic generation control of a multi-source singlearea hydro-thermal-gas power system. Kufa Journal of Engineering،Vol. 10, no. 3, pp.151-172.
https://search.emarefa.net/detail/BIM-896178
Modern Language Association (MLA)
Dinakin, Demilade D.& Oluseyi, Peter O.. Comparative study of meta-heuristic and classical techniques for automatic generation control of a multi-source singlearea hydro-thermal-gas power system. Kufa Journal of Engineering Vol. 10, no. 3 (Jul. 2019), pp.151-172.
https://search.emarefa.net/detail/BIM-896178
American Medical Association (AMA)
Dinakin, Demilade D.& Oluseyi, Peter O.. Comparative study of meta-heuristic and classical techniques for automatic generation control of a multi-source singlearea hydro-thermal-gas power system. Kufa Journal of Engineering. 2019. Vol. 10, no. 3, pp.151-172.
https://search.emarefa.net/detail/BIM-896178
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 169-172
Record ID
BIM-896178