Automated Generation Control of Multiple-Area Electrical System with an Availability-Based Tariff Pricing Scheme Regulated by Whale Optimized Fuzzy PID Controller
In this research, a whale-optimized fuzzy PID controller was developed to manage automatic generation control in multiple-area electrical energy systems with an availability-based tariff (ABT) pricing scheme. The objective of this work is to minimize the power production costs, area control errors (...
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | International Journal of Photoenergy |
| Online Access: | http://dx.doi.org/10.1155/2021/5596527 |
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| author | Zaid Hamodat Galip Cansever |
| author_facet | Zaid Hamodat Galip Cansever |
| author_sort | Zaid Hamodat |
| collection | DOAJ |
| description | In this research, a whale-optimized fuzzy PID controller was developed to manage automatic generation control in multiple-area electrical energy systems with an availability-based tariff (ABT) pricing scheme. The objective of this work is to minimize the power production costs, area control errors (ACEs), and marginal costs of the multiple-area electrical energy system with real-time load and frequency variation conditions. The generation of power, deviation of power in the tie line, and deviation of frequency of the interconnected three-area electrical energy system, including the hydrothermal steam power plant and gas power plant, will be measured and analyzed rigorously. Based on the output from the whale optimization, the fuzzy PID controller regulates the deviation of power in the tie line and the deviation of frequency of the interconnected three-area electrical energy system. The reliability and suitability of the proposed optimization, i.e., whale-optimized fuzzy PID controller, are investigated against already presented methods such as particle swarm optimization and genetic algorithms. |
| format | Article |
| id | doaj-art-ccc5719d876e42a58c9c44e02d090643 |
| institution | Kabale University |
| issn | 1110-662X 1687-529X |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Photoenergy |
| spelling | doaj-art-ccc5719d876e42a58c9c44e02d0906432025-02-03T01:25:47ZengWileyInternational Journal of Photoenergy1110-662X1687-529X2021-01-01202110.1155/2021/55965275596527Automated Generation Control of Multiple-Area Electrical System with an Availability-Based Tariff Pricing Scheme Regulated by Whale Optimized Fuzzy PID ControllerZaid Hamodat0Galip Cansever1Department of Electrical and Computer Engineering, Altinbas University, Istanbul, TurkeyDepartment of Electrical and Computer Engineering, Altinbas University, Istanbul, TurkeyIn this research, a whale-optimized fuzzy PID controller was developed to manage automatic generation control in multiple-area electrical energy systems with an availability-based tariff (ABT) pricing scheme. The objective of this work is to minimize the power production costs, area control errors (ACEs), and marginal costs of the multiple-area electrical energy system with real-time load and frequency variation conditions. The generation of power, deviation of power in the tie line, and deviation of frequency of the interconnected three-area electrical energy system, including the hydrothermal steam power plant and gas power plant, will be measured and analyzed rigorously. Based on the output from the whale optimization, the fuzzy PID controller regulates the deviation of power in the tie line and the deviation of frequency of the interconnected three-area electrical energy system. The reliability and suitability of the proposed optimization, i.e., whale-optimized fuzzy PID controller, are investigated against already presented methods such as particle swarm optimization and genetic algorithms.http://dx.doi.org/10.1155/2021/5596527 |
| spellingShingle | Zaid Hamodat Galip Cansever Automated Generation Control of Multiple-Area Electrical System with an Availability-Based Tariff Pricing Scheme Regulated by Whale Optimized Fuzzy PID Controller International Journal of Photoenergy |
| title | Automated Generation Control of Multiple-Area Electrical System with an Availability-Based Tariff Pricing Scheme Regulated by Whale Optimized Fuzzy PID Controller |
| title_full | Automated Generation Control of Multiple-Area Electrical System with an Availability-Based Tariff Pricing Scheme Regulated by Whale Optimized Fuzzy PID Controller |
| title_fullStr | Automated Generation Control of Multiple-Area Electrical System with an Availability-Based Tariff Pricing Scheme Regulated by Whale Optimized Fuzzy PID Controller |
| title_full_unstemmed | Automated Generation Control of Multiple-Area Electrical System with an Availability-Based Tariff Pricing Scheme Regulated by Whale Optimized Fuzzy PID Controller |
| title_short | Automated Generation Control of Multiple-Area Electrical System with an Availability-Based Tariff Pricing Scheme Regulated by Whale Optimized Fuzzy PID Controller |
| title_sort | automated generation control of multiple area electrical system with an availability based tariff pricing scheme regulated by whale optimized fuzzy pid controller |
| url | http://dx.doi.org/10.1155/2021/5596527 |
| work_keys_str_mv | AT zaidhamodat automatedgenerationcontrolofmultipleareaelectricalsystemwithanavailabilitybasedtariffpricingschemeregulatedbywhaleoptimizedfuzzypidcontroller AT galipcansever automatedgenerationcontrolofmultipleareaelectricalsystemwithanavailabilitybasedtariffpricingschemeregulatedbywhaleoptimizedfuzzypidcontroller |