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...

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Published in:2024 IEEE 4th International Conference in Power Engineering Applications: Powering the Future: Innovations for Sustainable Development, ICPEA 2024
Main Author: Salimin R.H.; Musirin I.; Hamid Z.A.; Aminuddin N.; Zakaria F.; Senthil Kumar A.V.
Format: Conference paper
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191739267&doi=10.1109%2fICPEA60617.2024.10498487&partnerID=40&md5=7a28473e3ea7b97121dd85cb1592bfc9
id 2-s2.0-85191739267
spelling 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
container_volume
container_issue
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.
publisher Institute of Electrical and Electronics Engineers Inc.
issn
language English
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