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Performance Evaluation of Antlion Optimizer Based Regulator in Automatic Generation Control of Interconnected Power System
Joint Authors
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-06-06
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
This paper presents an application of the recently introduced Antlion Optimizer (ALO) to find the parameters of primary governor loop of thermal generators for successful Automatic Generation Control (AGC) of two-area interconnected power system.
Two standard objective functions, Integral Square Error (ISE) and Integral Time Absolute Error (ITAE), have been employed to carry out this parameter estimation process.
The problem is transformed in optimization problem to obtain integral gains, speed regulation, and frequency sensitivity coefficient for both areas.
The comparison of the regulator performance obtained from ALO is carried out with Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and Gravitational Search Algorithm (GSA) based regulators.
Different types of perturbations and load changes are incorporated to establish the efficacy of the obtained design.
It is observed that ALO outperforms all three optimization methods for this real problem.
The optimization performance of ALO is compared with other algorithms on the basis of standard deviations in the values of parameters and objective functions.
American Psychological Association (APA)
Gupta, Esha& Saxena, Akash. 2016. Performance Evaluation of Antlion Optimizer Based Regulator in Automatic Generation Control of Interconnected Power System. Journal of Engineering،Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1108367
Modern Language Association (MLA)
Gupta, Esha& Saxena, Akash. Performance Evaluation of Antlion Optimizer Based Regulator in Automatic Generation Control of Interconnected Power System. Journal of Engineering No. 2016 (2016), pp.1-14.
https://search.emarefa.net/detail/BIM-1108367
American Medical Association (AMA)
Gupta, Esha& Saxena, Akash. Performance Evaluation of Antlion Optimizer Based Regulator in Automatic Generation Control of Interconnected Power System. Journal of Engineering. 2016. Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1108367
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1108367