Power Loss Reduction Using MOALO Technique: Enhancing Power System

Power Loss Reduction Using MOALO Technique: Enhancing Power System

This research focuses on minimizing power losses in distribution networks by integrating renewable energy sources through AI techniques. Distribution networks often experience significant losses due to factors such as line resistance, unbalanced loads, and inefficient power distribution. The study a...

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書目詳細資料
發表在:2024 59th International Universities Power Engineering Conference, UPEC 2024
主要作者: 2-s2.0-86000775113
格式: Conference paper
語言:English
出版: Institute of Electrical and Electronics Engineers Inc. 2024
在線閱讀:https://www.scopus.com/inward/record.uri?eid=2-s2.0-86000775113&doi=10.1109%2fUPEC61344.2024.10892430&partnerID=40&md5=a3166413e0a4d5723e41962ab2e1bf23
id Osman M.D.; Robson S.; Omar S.; Widjonarko; Aripriharta; Asri Samat A.
spelling Osman M.D.; Robson S.; Omar S.; Widjonarko; Aripriharta; Asri Samat A.
2-s2.0-86000775113
Power Loss Reduction Using MOALO Technique: Enhancing Power System
2024
2024 59th International Universities Power Engineering Conference, UPEC 2024


10.1109/UPEC61344.2024.10892430
https://www.scopus.com/inward/record.uri?eid=2-s2.0-86000775113&doi=10.1109%2fUPEC61344.2024.10892430&partnerID=40&md5=a3166413e0a4d5723e41962ab2e1bf23
This research focuses on minimizing power losses in distribution networks by integrating renewable energy sources through AI techniques. Distribution networks often experience significant losses due to factors such as line resistance, unbalanced loads, and inefficient power distribution. The study aims to develop an AI-based approach, specifically using the MOALO, to identify high-loss areas within the distribution network and optimize the bus system by injecting the renewable energy sources. The proposed methodology involves utilizing solar power to reduce the total power loss and MOALO will optimize the bus network. By employing MOALO, the research considers multiple objectives, such as power losses and voltage stability, to enhance renewable energy integration. Through extensive data collection and simulation, the study evaluates the effectiveness of the AI technique in reducing power losses. Key metrics include power loss reduction, voltage stability improvement, and renewable energy utilization efficiency. The findings of this research contribute to the advancement of sustainable energy systems by providing strategies for optimizing renewable energy integration and mitigating power losses in distribution networks. Overall, this study provides valuable insights into the potential of AI techniques to enhance the efficiency and sustain ability of electrical distribution networks. © 2024 IEEE.
Institute of Electrical and Electronics Engineers Inc.

English
Conference paper
author 2-s2.0-86000775113
spellingShingle 2-s2.0-86000775113
Power Loss Reduction Using MOALO Technique: Enhancing Power System
author_facet 2-s2.0-86000775113
author_sort 2-s2.0-86000775113
title Power Loss Reduction Using MOALO Technique: Enhancing Power System
title_short Power Loss Reduction Using MOALO Technique: Enhancing Power System
title_full Power Loss Reduction Using MOALO Technique: Enhancing Power System
title_fullStr Power Loss Reduction Using MOALO Technique: Enhancing Power System
title_full_unstemmed Power Loss Reduction Using MOALO Technique: Enhancing Power System
title_sort Power Loss Reduction Using MOALO Technique: Enhancing Power System
publishDate 2024
container_title 2024 59th International Universities Power Engineering Conference, UPEC 2024
container_volume
container_issue
doi_str_mv 10.1109/UPEC61344.2024.10892430
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-86000775113&doi=10.1109%2fUPEC61344.2024.10892430&partnerID=40&md5=a3166413e0a4d5723e41962ab2e1bf23
description This research focuses on minimizing power losses in distribution networks by integrating renewable energy sources through AI techniques. Distribution networks often experience significant losses due to factors such as line resistance, unbalanced loads, and inefficient power distribution. The study aims to develop an AI-based approach, specifically using the MOALO, to identify high-loss areas within the distribution network and optimize the bus system by injecting the renewable energy sources. The proposed methodology involves utilizing solar power to reduce the total power loss and MOALO will optimize the bus network. By employing MOALO, the research considers multiple objectives, such as power losses and voltage stability, to enhance renewable energy integration. Through extensive data collection and simulation, the study evaluates the effectiveness of the AI technique in reducing power losses. Key metrics include power loss reduction, voltage stability improvement, and renewable energy utilization efficiency. The findings of this research contribute to the advancement of sustainable energy systems by providing strategies for optimizing renewable energy integration and mitigating power losses in distribution networks. Overall, this study provides valuable insights into the potential of AI techniques to enhance the efficiency and sustain ability of electrical distribution networks. © 2024 IEEE.
publisher Institute of Electrical and Electronics Engineers Inc.
issn
language English
format Conference paper
accesstype
record_format scopus
collection Scopus
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