Comparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power system

Abstract In the current situation, operation and control of power system is a greater challenge. The most significant situation in power system control is load frequency control. In the present work, a hybrid differential evolution and pattern search (hDE-PS) method has been suggested for frequency...

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Main Authors: Pratap Chandra Pradhan, Rabindra Kumar Sahu, Sidhartha Panda
Format: Article
Language:English
Published: SpringerOpen 2021-04-01
Series:Journal of Electrical Systems and Information Technology
Subjects:
Online Access:https://doi.org/10.1186/s43067-021-00033-y
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spelling doaj-3f08b199f3444161964ba856c69f8fc42021-04-04T11:14:47ZengSpringerOpenJournal of Electrical Systems and Information Technology2314-71722021-04-018112110.1186/s43067-021-00033-yComparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power systemPratap Chandra Pradhan0Rabindra Kumar Sahu1Sidhartha Panda2Department of Electrical Engineering, DRIEMSDepartment of Electrical & Electronics Engineering, Veer Surendra Sai University of Technology (VSSUT)Department of Electrical Engineering, Veer Surendra Sai University of Technology (VSSUT)Abstract In the current situation, operation and control of power system is a greater challenge. The most significant situation in power system control is load frequency control. In the present work, a hybrid differential evolution and pattern search (hDE-PS) method has been suggested for frequency regulation of electrical power systems. Fractional-order proportional integral derivative (FOPID) controller is implemented for design and analysis purpose. The suggested control method has been applied for two electrical power systems model, i.e., 2-area diverse source power system with/without HVDC linkage and 2-area thermal system. The performances of the suggested controller have been evaluated with PID and optimal controller. The simulation results indicate that system performances are enhanced with the suggested approach for identical structure. Robustness of the suggested approach has been analyzed by variation in random load and the system parameters. The suggested method (hDE-PS tuned FOPID) is further investigated with a 2-area thermal system. The performance of the recommended approach is analyzed by equating the results with other newly available approaches, like Genetic Algorithm (GA), Bacteria Foraging Optimization Algorithm (BFOA), Particle Swarm Optimization (PSO), hybrid BFOA and PSO (hBFOA-PSO), multi-objective Non-dominated Sorting Genetic Algorithm (NSGA)-II and Firefly Algorithm for the similar structure.https://doi.org/10.1186/s43067-021-00033-yFrequency regulationHybrid differential evolution and pattern search (hDE-PS)Fractional-order controllerSensitivity
collection DOAJ
language English
format Article
sources DOAJ
author Pratap Chandra Pradhan
Rabindra Kumar Sahu
Sidhartha Panda
spellingShingle Pratap Chandra Pradhan
Rabindra Kumar Sahu
Sidhartha Panda
Comparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power system
Journal of Electrical Systems and Information Technology
Frequency regulation
Hybrid differential evolution and pattern search (hDE-PS)
Fractional-order controller
Sensitivity
author_facet Pratap Chandra Pradhan
Rabindra Kumar Sahu
Sidhartha Panda
author_sort Pratap Chandra Pradhan
title Comparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power system
title_short Comparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power system
title_full Comparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power system
title_fullStr Comparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power system
title_full_unstemmed Comparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power system
title_sort comparative performance analysis of hybrid differential evolution and pattern search technique for frequency control of the electric power system
publisher SpringerOpen
series Journal of Electrical Systems and Information Technology
issn 2314-7172
publishDate 2021-04-01
description Abstract In the current situation, operation and control of power system is a greater challenge. The most significant situation in power system control is load frequency control. In the present work, a hybrid differential evolution and pattern search (hDE-PS) method has been suggested for frequency regulation of electrical power systems. Fractional-order proportional integral derivative (FOPID) controller is implemented for design and analysis purpose. The suggested control method has been applied for two electrical power systems model, i.e., 2-area diverse source power system with/without HVDC linkage and 2-area thermal system. The performances of the suggested controller have been evaluated with PID and optimal controller. The simulation results indicate that system performances are enhanced with the suggested approach for identical structure. Robustness of the suggested approach has been analyzed by variation in random load and the system parameters. The suggested method (hDE-PS tuned FOPID) is further investigated with a 2-area thermal system. The performance of the recommended approach is analyzed by equating the results with other newly available approaches, like Genetic Algorithm (GA), Bacteria Foraging Optimization Algorithm (BFOA), Particle Swarm Optimization (PSO), hybrid BFOA and PSO (hBFOA-PSO), multi-objective Non-dominated Sorting Genetic Algorithm (NSGA)-II and Firefly Algorithm for the similar structure.
topic Frequency regulation
Hybrid differential evolution and pattern search (hDE-PS)
Fractional-order controller
Sensitivity
url https://doi.org/10.1186/s43067-021-00033-y
work_keys_str_mv AT pratapchandrapradhan comparativeperformanceanalysisofhybriddifferentialevolutionandpatternsearchtechniqueforfrequencycontroloftheelectricpowersystem
AT rabindrakumarsahu comparativeperformanceanalysisofhybriddifferentialevolutionandpatternsearchtechniqueforfrequencycontroloftheelectricpowersystem
AT sidharthapanda comparativeperformanceanalysisofhybriddifferentialevolutionandpatternsearchtechniqueforfrequencycontroloftheelectricpowersystem
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