Long-Term Maintenance Scheduling of Smart Distribution System through a PSO-TS Algorithm
Joint Authors
You, Shutang
Cao, Xiaoyu
Lu, Jianming
Bie, Zhaohong
Wang, Jianxue
Source
Journal of Applied Mathematics
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-05-22
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Asset management of distribution systems is an important issue for smart grid.
Maintenance scheduling, as an important part of asset management, affects the reliability of distribution equipment and power supply.
This research focuses on long-term distribution system maintenance scheduling aided by available operation information, which is a prominent advantage of smart grid over conventional distribution systems.
In this paper, the historical and future operation information in smart grid is taken into account through a decoupled time-varying reliability model of equipment.
Based on distribution system reliability assessment, a maintenance scheduling model is proposed to determine the optimal implementation time of maintenance activities to minimize distribution systems’ total cost, while satisfying reliability requirements.
A combined algorithm that consists of particle swarm optimization and tabu search is designed and applied to the optimization problem.
Numerical result verifies that the proposed method can schedule long-term maintenance of distribution systems in smart grid economically and effectively.
American Psychological Association (APA)
Wang, Jianxue& Lu, Jianming& Bie, Zhaohong& You, Shutang& Cao, Xiaoyu. 2014. Long-Term Maintenance Scheduling of Smart Distribution System through a PSO-TS Algorithm. Journal of Applied Mathematics،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-491157
Modern Language Association (MLA)
Wang, Jianxue…[et al.]. Long-Term Maintenance Scheduling of Smart Distribution System through a PSO-TS Algorithm. Journal of Applied Mathematics No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-491157
American Medical Association (AMA)
Wang, Jianxue& Lu, Jianming& Bie, Zhaohong& You, Shutang& Cao, Xiaoyu. Long-Term Maintenance Scheduling of Smart Distribution System through a PSO-TS Algorithm. Journal of Applied Mathematics. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-491157
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-491157