Proceedings of the 2025 International Conference on Engineering Management and Safety Engineering (EMSE 2025)

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Research on Optimization Methods for Physical Asset Management of Distribution Networks

Authors
Mingli Wang1, Qin Qiu1, Jiuming Wang1, Chao Liu1, *
1Jingzhou Jingli Engineering Design Consulting Co., Ltd., Jingzhou, Hubei, China
*Corresponding author. Email: 1152385481@qq.com
Corresponding Author
Chao Liu
Available Online 3 July 2025.
DOI
10.2991/978-94-6463-780-9_24How to use a DOI?
Keywords
Distribution network; physical asset management; fault classification; repair cost prediction; interval regression; resource optimization
Abstract

With the expansion and increasing complexity of distribution networks, physical asset management faces challenges like frequent faults and uncertain repair costs. This paper proposes an optimization method combining improved clustering analysis and interval regression to address these issues. Clustering historical fault data identifies patterns in fault types, while interval regression predicts repair cost ranges, providing upper and lower bounds for resource planning. Case studies demonstrate that the proposed method improves fault classification, accurately forecasts repair costs, and optimizes resource allocation. The findings support cost-effective, efficient asset management, offering theoretical and practical value for power grid enterprises.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2025 International Conference on Engineering Management and Safety Engineering (EMSE 2025)
Series
Advances in Engineering Research
Publication Date
3 July 2025
ISBN
978-94-6463-780-9
ISSN
2352-5401
DOI
10.2991/978-94-6463-780-9_24How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Mingli Wang
AU  - Qin Qiu
AU  - Jiuming Wang
AU  - Chao Liu
PY  - 2025
DA  - 2025/07/03
TI  - Research on Optimization Methods for Physical Asset Management of Distribution Networks
BT  - Proceedings of the 2025 International Conference on Engineering Management and Safety Engineering (EMSE 2025)
PB  - Atlantis Press
SP  - 244
EP  - 254
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-780-9_24
DO  - 10.2991/978-94-6463-780-9_24
ID  - Wang2025
ER  -