Optimisation of PID controller for load frequency control in two-area power system using evolutionary particle swarm optimisation
Joint Authors
Illias, Hazlee
Zahari, Ahmad Fikri Muhammad
Mukhlis, Hazlie
Source
Issue
Vol. 12, Issue 2 (30 Jun. 2016), pp.315-324, 10 p.
Publisher
Publication Date
2016-06-30
Country of Publication
Algeria
No. of Pages
10
Main Subjects
Topics
- Operations research
- Mathematical models
- Mathematical analysis
- Simulation methods
- Censorship
- Electric power systems
Abstract EN
The main objectives of load frequency control (LFC) are to regulate the electrical power supply in two-area power system and change the system frequency and tie-line load.
The performance of LFC has to be tuned properly so that its performance can be optimised.
However, most of the tuning processes are performed through trial and error until the best performance is achieved.
Therefore, to overcome this situation, in this work, particle swarm optimization (PSO) and evolutionary particle swarm optimization (EPSO) algorithms were employed in a LFC of twoarea power system to optimise the performance of the PID controller.
The purpose of using PID controller is to improve the performance of the LFC.
Comparison of the performance using PSO and EPSO was made to identify which algorithm is better in controlling the performance of the LFC.
It was found that using EPSO, the performance of the LFC is better in terms of settling time and rise time than using PSO.
Hence, by implementing an optimisation method, the performance of the LFC can be optimised through optimising the PID controller parameters.
American Psychological Association (APA)
Illias, Hazlee& Zahari, Ahmad Fikri Muhammad& Mukhlis, Hazlie. 2016. Optimisation of PID controller for load frequency control in two-area power system using evolutionary particle swarm optimisation. Journal of Electrical Systems،Vol. 12, no. 2, pp.315-324.
https://search.emarefa.net/detail/BIM-690067
Modern Language Association (MLA)
Illias, Hazlee…[et al.]. Optimisation of PID controller for load frequency control in two-area power system using evolutionary particle swarm optimisation. Journal of Electrical Systems Vol. 12, no. 2 (2016), pp.315-324.
https://search.emarefa.net/detail/BIM-690067
American Medical Association (AMA)
Illias, Hazlee& Zahari, Ahmad Fikri Muhammad& Mukhlis, Hazlie. Optimisation of PID controller for load frequency control in two-area power system using evolutionary particle swarm optimisation. Journal of Electrical Systems. 2016. Vol. 12, no. 2, pp.315-324.
https://search.emarefa.net/detail/BIM-690067
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 323-324
Record ID
BIM-690067