Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch
Power System Compensation Schemes encompass a range of strategies, including the integration of distributed generation (DG), flexible AC transmission system (FACTs) devices, power scheduling, capacitor bank placement, and optimal reactive power dispatch (ORPD). ORPD, a current trend, also involves o...
Published in: | 2024 IEEE 4th International Conference in Power Engineering Applications: Powering the Future: Innovations for Sustainable Development, ICPEA 2024 |
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2-s2.0-85191739267 Salimin R.H.; Musirin I.; Hamid Z.A.; Aminuddin N.; Zakaria F.; Senthil Kumar A.V. Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch 2024 2024 IEEE 4th International Conference in Power Engineering Applications: Powering the Future: Innovations for Sustainable Development, ICPEA 2024 10.1109/ICPEA60617.2024.10498487 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191739267&doi=10.1109%2fICPEA60617.2024.10498487&partnerID=40&md5=7a28473e3ea7b97121dd85cb1592bfc9 Power System Compensation Schemes encompass a range of strategies, including the integration of distributed generation (DG), flexible AC transmission system (FACTs) devices, power scheduling, capacitor bank placement, and optimal reactive power dispatch (ORPD). ORPD, a current trend, also involves optimizing transformer tap changer settings (TTCS). However, the efficacy of TTCS optimization is questioned due to its potential impact on transmission line parameters. To avoid over-compensation and under-compensation, these schemes necessitate optimization. Evolutionary Programming (EP) and Artificial Immune System (AIS) are widely employed in power system optimization, yet their susceptibility to getting stuck at local optima limits their effectiveness. This hybrid, termed Integrated Accelerated Clonal Evolutionary Programming (ICAEP), exhibits promising results in optimizing ORPD under load variations. The paper introduces the implementation of the accelerated mutation technique in ICAEP, showcasing exceptional performance compared to standalone EP and AIS methods. ICAEP can be adapted for various optimization problems, marking a significant advancement in addressing challenges associated with power system compensation, particularly in optimizing ORPD under varying loads. © 2024 IEEE. Institute of Electrical and Electronics Engineers Inc. English Conference paper |
author |
Salimin R.H.; Musirin I.; Hamid Z.A.; Aminuddin N.; Zakaria F.; Senthil Kumar A.V. |
spellingShingle |
Salimin R.H.; Musirin I.; Hamid Z.A.; Aminuddin N.; Zakaria F.; Senthil Kumar A.V. Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch |
author_facet |
Salimin R.H.; Musirin I.; Hamid Z.A.; Aminuddin N.; Zakaria F.; Senthil Kumar A.V. |
author_sort |
Salimin R.H.; Musirin I.; Hamid Z.A.; Aminuddin N.; Zakaria F.; Senthil Kumar A.V. |
title |
Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch |
title_short |
Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch |
title_full |
Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch |
title_fullStr |
Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch |
title_full_unstemmed |
Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch |
title_sort |
Comparative Analysis of Multi Optimization Techniques under Load Variations in Optimal Reactive Power Dispatch |
publishDate |
2024 |
container_title |
2024 IEEE 4th International Conference in Power Engineering Applications: Powering the Future: Innovations for Sustainable Development, ICPEA 2024 |
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container_issue |
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doi_str_mv |
10.1109/ICPEA60617.2024.10498487 |
url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191739267&doi=10.1109%2fICPEA60617.2024.10498487&partnerID=40&md5=7a28473e3ea7b97121dd85cb1592bfc9 |
description |
Power System Compensation Schemes encompass a range of strategies, including the integration of distributed generation (DG), flexible AC transmission system (FACTs) devices, power scheduling, capacitor bank placement, and optimal reactive power dispatch (ORPD). ORPD, a current trend, also involves optimizing transformer tap changer settings (TTCS). However, the efficacy of TTCS optimization is questioned due to its potential impact on transmission line parameters. To avoid over-compensation and under-compensation, these schemes necessitate optimization. Evolutionary Programming (EP) and Artificial Immune System (AIS) are widely employed in power system optimization, yet their susceptibility to getting stuck at local optima limits their effectiveness. This hybrid, termed Integrated Accelerated Clonal Evolutionary Programming (ICAEP), exhibits promising results in optimizing ORPD under load variations. The paper introduces the implementation of the accelerated mutation technique in ICAEP, showcasing exceptional performance compared to standalone EP and AIS methods. ICAEP can be adapted for various optimization problems, marking a significant advancement in addressing challenges associated with power system compensation, particularly in optimizing ORPD under varying loads. © 2024 IEEE. |
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Institute of Electrical and Electronics Engineers Inc. |
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English |
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Conference paper |
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scopus |
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Scopus |
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1809677885081911296 |