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

Kufa Journal of Engineering

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

Electronic engineering

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