Tap Settings Optimization in Power Systems: Economic Efficiency Enhancement Through Cuckoo Search Algorithm While Ensuring Voltage Stability
This paper presents an approach to enhance the economic efficiency of power systems through tap settings optimization using Cuckoo Search Algorithm (CSA), while ensuring voltage stability. With the escalating demand for electrical power, power system networks face challenges such as voltage decay, i...
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Institute of Electrical and Electronics Engineers Inc.
2024
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| author | Raizal N.I. Mansor M.H. Musirin I. Shaaya S.A. Ismail S.A. Ismail N.L. |
| author2 | 58745006200 |
| author_facet | 58745006200 Raizal N.I. Mansor M.H. Musirin I. Shaaya S.A. Ismail S.A. Ismail N.L. |
| author_sort | Raizal N.I. |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This paper presents an approach to enhance the economic efficiency of power systems through tap settings optimization using Cuckoo Search Algorithm (CSA), while ensuring voltage stability. With the escalating demand for electrical power, power system networks face challenges such as voltage decay, increased current flows, and energy losses. Reactive power planning, including tap settings optimization, plays a crucial role in addressing these challenges and optimizing system performance. Specifically, this study focuses on the role of on-load tap-changing transformers (OLTCs) in regulating voltage levels without interrupting the power supply. CSA is employed as an optimization technique due to its effectiveness in handling complex and nonlinear optimization problems. The objectives of the optimization process include minimizing active power losses and generation costs while maintaining voltage stability. The IEEE 26-Bus Reliability Test System (RTS) is used as a test system to demonstrate the implementation and effectiveness of the proposed approach. It has been found that CSA successfully improved the power system operation in terms of reduced active losses and generation costs compared to the non-optimal solution obtained from the power flow analysis. The results contribute to enhancing the economic efficiency of power systems and provide valuable findings for power system planning and operation. � 2023 IEEE. |
| format | Conference Paper |
| id | my.uniten.dspace-34459 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2024 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| record_format | dspace |
| spelling | my.uniten.dspace-344592024-10-14T11:19:55Z Tap Settings Optimization in Power Systems: Economic Efficiency Enhancement Through Cuckoo Search Algorithm While Ensuring Voltage Stability Raizal N.I. Mansor M.H. Musirin I. Shaaya S.A. Ismail S.A. Ismail N.L. 58745006200 56372667100 8620004100 16022846200 57218371054 57190935802 cuckoo search algorithm metaheuristic power systems reactive power planning tap settings Cost benefit analysis Economic efficiency Electric load flow Electric power system planning Energy dissipation Learning algorithms Nonlinear programming Reactive power Cuckoo search algorithms Economic efficiency Generation cost Loss costs Metaheuristic Optimisations Power Power system Reactive power planning Tap setting Taps This paper presents an approach to enhance the economic efficiency of power systems through tap settings optimization using Cuckoo Search Algorithm (CSA), while ensuring voltage stability. With the escalating demand for electrical power, power system networks face challenges such as voltage decay, increased current flows, and energy losses. Reactive power planning, including tap settings optimization, plays a crucial role in addressing these challenges and optimizing system performance. Specifically, this study focuses on the role of on-load tap-changing transformers (OLTCs) in regulating voltage levels without interrupting the power supply. CSA is employed as an optimization technique due to its effectiveness in handling complex and nonlinear optimization problems. The objectives of the optimization process include minimizing active power losses and generation costs while maintaining voltage stability. The IEEE 26-Bus Reliability Test System (RTS) is used as a test system to demonstrate the implementation and effectiveness of the proposed approach. It has been found that CSA successfully improved the power system operation in terms of reduced active losses and generation costs compared to the non-optimal solution obtained from the power flow analysis. The results contribute to enhancing the economic efficiency of power systems and provide valuable findings for power system planning and operation. � 2023 IEEE. Final 2024-10-14T03:19:55Z 2024-10-14T03:19:55Z 2023 Conference Paper 10.1109/IICAIET59451.2023.10291902 2-s2.0-85178591617 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85178591617&doi=10.1109%2fIICAIET59451.2023.10291902&partnerID=40&md5=e5d9f0db5b654ed58c700133af25218f https://irepository.uniten.edu.my/handle/123456789/34459 158 163 Institute of Electrical and Electronics Engineers Inc. Scopus |
| spellingShingle | cuckoo search algorithm metaheuristic power systems reactive power planning tap settings Cost benefit analysis Economic efficiency Electric load flow Electric power system planning Energy dissipation Learning algorithms Nonlinear programming Reactive power Cuckoo search algorithms Economic efficiency Generation cost Loss costs Metaheuristic Optimisations Power Power system Reactive power planning Tap setting Taps Raizal N.I. Mansor M.H. Musirin I. Shaaya S.A. Ismail S.A. Ismail N.L. Tap Settings Optimization in Power Systems: Economic Efficiency Enhancement Through Cuckoo Search Algorithm While Ensuring Voltage Stability |
| title | Tap Settings Optimization in Power Systems: Economic Efficiency Enhancement Through Cuckoo Search Algorithm While Ensuring Voltage Stability |
| title_full | Tap Settings Optimization in Power Systems: Economic Efficiency Enhancement Through Cuckoo Search Algorithm While Ensuring Voltage Stability |
| title_fullStr | Tap Settings Optimization in Power Systems: Economic Efficiency Enhancement Through Cuckoo Search Algorithm While Ensuring Voltage Stability |
| title_full_unstemmed | Tap Settings Optimization in Power Systems: Economic Efficiency Enhancement Through Cuckoo Search Algorithm While Ensuring Voltage Stability |
| title_short | Tap Settings Optimization in Power Systems: Economic Efficiency Enhancement Through Cuckoo Search Algorithm While Ensuring Voltage Stability |
| title_sort | tap settings optimization in power systems: economic efficiency enhancement through cuckoo search algorithm while ensuring voltage stability |
| topic | cuckoo search algorithm metaheuristic power systems reactive power planning tap settings Cost benefit analysis Economic efficiency Electric load flow Electric power system planning Energy dissipation Learning algorithms Nonlinear programming Reactive power Cuckoo search algorithms Economic efficiency Generation cost Loss costs Metaheuristic Optimisations Power Power system Reactive power planning Tap setting Taps |
| url_provider | http://dspace.uniten.edu.my/ |