Ajay Kumar, Deepak Kumar Gupta, Sriparna roy Ghatak
{"title":"一种新型IGSA-BPSO混合优化FOPID控制器用于多源重构电力系统负荷频率控制","authors":"Ajay Kumar, Deepak Kumar Gupta, Sriparna roy Ghatak","doi":"10.2174/2352096516666230427122716","DOIUrl":null,"url":null,"abstract":"\n\nAn investigation of Automatic Generation Control (AGC) for a two-area, multi-source, interconnected power system under deregulation is presented in this article. For a more realistic approach, physical constraints namely Generation Rate Constraints (GRC) and Time Delay (TD) are incorporated into the system.\n\n\n\nThis article proposed a novel hybrid Improved Gravitational Search Algorithm – Binary Particle Search Optimization (IGSA-BPSO) optimized Fractional Order Proportional-Integral-Derivative (FOPID) controller to regulate the frequency of a multi-area multi-source (thermal-hydro-gas) interconnected power system in a deregulated environment.\n\n\n\nIntegral Time Multiplied by Absolute Error (ITAE) is used as the objective function to be minimized by optimization techniques for getting optimum parameters of FOPID controllers installed in each area.\n\n\n\nTo inspect the efficacy of the suggested method, the dynamics of the system are investigated for poolco, bilateral and contract violation cases and the comparative results are also presented and analyzed. The supremacy of the recommended technique is studied by comparing with other well-known techniques namely GSA and PSO.\n\n\n\nThe robustness of the proposed system is examined by sensitivity analysis after variations in different system parameters. In this paper, the AC-DC tie-line model is incorporated for the AGC mechanism. Dynamic load changes condition is also tested and verified. The study found that the proposed controller provides improved system dynamics in all competitive electricity market contract situations under varied system uncertainties\n","PeriodicalId":43275,"journal":{"name":"Recent Advances in Electrical & Electronic Engineering","volume":"36 1","pages":""},"PeriodicalIF":0.6000,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Novel Hybrid IGSA-BPSO Optimized FOPID Controller for Load Frequency Control of multi-source Restructured Power System\",\"authors\":\"Ajay Kumar, Deepak Kumar Gupta, Sriparna roy Ghatak\",\"doi\":\"10.2174/2352096516666230427122716\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n\\nAn investigation of Automatic Generation Control (AGC) for a two-area, multi-source, interconnected power system under deregulation is presented in this article. For a more realistic approach, physical constraints namely Generation Rate Constraints (GRC) and Time Delay (TD) are incorporated into the system.\\n\\n\\n\\nThis article proposed a novel hybrid Improved Gravitational Search Algorithm – Binary Particle Search Optimization (IGSA-BPSO) optimized Fractional Order Proportional-Integral-Derivative (FOPID) controller to regulate the frequency of a multi-area multi-source (thermal-hydro-gas) interconnected power system in a deregulated environment.\\n\\n\\n\\nIntegral Time Multiplied by Absolute Error (ITAE) is used as the objective function to be minimized by optimization techniques for getting optimum parameters of FOPID controllers installed in each area.\\n\\n\\n\\nTo inspect the efficacy of the suggested method, the dynamics of the system are investigated for poolco, bilateral and contract violation cases and the comparative results are also presented and analyzed. The supremacy of the recommended technique is studied by comparing with other well-known techniques namely GSA and PSO.\\n\\n\\n\\nThe robustness of the proposed system is examined by sensitivity analysis after variations in different system parameters. In this paper, the AC-DC tie-line model is incorporated for the AGC mechanism. Dynamic load changes condition is also tested and verified. 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A Novel Hybrid IGSA-BPSO Optimized FOPID Controller for Load Frequency Control of multi-source Restructured Power System
An investigation of Automatic Generation Control (AGC) for a two-area, multi-source, interconnected power system under deregulation is presented in this article. For a more realistic approach, physical constraints namely Generation Rate Constraints (GRC) and Time Delay (TD) are incorporated into the system.
This article proposed a novel hybrid Improved Gravitational Search Algorithm – Binary Particle Search Optimization (IGSA-BPSO) optimized Fractional Order Proportional-Integral-Derivative (FOPID) controller to regulate the frequency of a multi-area multi-source (thermal-hydro-gas) interconnected power system in a deregulated environment.
Integral Time Multiplied by Absolute Error (ITAE) is used as the objective function to be minimized by optimization techniques for getting optimum parameters of FOPID controllers installed in each area.
To inspect the efficacy of the suggested method, the dynamics of the system are investigated for poolco, bilateral and contract violation cases and the comparative results are also presented and analyzed. The supremacy of the recommended technique is studied by comparing with other well-known techniques namely GSA and PSO.
The robustness of the proposed system is examined by sensitivity analysis after variations in different system parameters. In this paper, the AC-DC tie-line model is incorporated for the AGC mechanism. Dynamic load changes condition is also tested and verified. The study found that the proposed controller provides improved system dynamics in all competitive electricity market contract situations under varied system uncertainties
期刊介绍:
Recent Advances in Electrical & Electronic Engineering publishes full-length/mini reviews and research articles, guest edited thematic issues on electrical and electronic engineering and applications. The journal also covers research in fast emerging applications of electrical power supply, electrical systems, power transmission, electromagnetism, motor control process and technologies involved and related to electrical and electronic engineering. The journal is essential reading for all researchers in electrical and electronic engineering science.