Optimization Strategies for Wind Power Overhaul Considering Probability of Equipment Failure

Wind turbine failure may produce a large security risk to the power grid, overhaul is a necessary means to eliminate equipment failure. The current overhaul strategy exists in the lack of security and economy and other problems, based on this, a wind power overhaul strategy optimization method is proposed. Under the condition of power market, considering power limit loss, downtime loss, operation and maintenance cost, with the goal of lowest total maintenance cost, and considering various safety maintenance constraints, a wind power maintenance optimization model is established and solved by Ivy algorithm. A wind farm in Gansu is used as an object for simulation and analysis, and the results show that the model proposed in the article can effectively reduce the total overhaul cost and improve the production safety.

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Publication Details

Published
2025-02-28
DOI
https://doi.org/10.1109/icsgge64667.2025.10984684
Primary Topic
Engineering Applied Research
Type
article
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article

Optimization Strategies for Wind Power Overhaul Considering Probability of Equipment Failure

Fubin Yang, Xuejie Wu, Zhen Liu, Xiaoduo Pan et al.
Engineering Applied Research
article

Optimization Strategies for Wind Power Overhaul Considering Probability of Equipment Failure

Fubin Yang, Xuejie Wu, Zhen Liu, Xiaoduo Pan, Kun Hu, Xiushan Wu
article en

Abstract

Wind turbine failure may produce a large security risk to the power grid, overhaul is a necessary means to eliminate equipment failure. The current overhaul strategy exists in the lack of security and economy and other problems, based on this, a wind power overhaul strategy optimization method is proposed. Under the condition of power market, considering power limit loss, downtime loss, operation and maintenance cost, with the goal of lowest total maintenance cost, and considering various safety maintenance constraints, a wind power maintenance optimization model is established and solved by Ivy algorithm. A wind farm in Gansu is used as an object for simulation and analysis, and the results show that the model proposed in the article can effectively reduce the total overhaul cost and improve the production safety.

PowerChina (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 90%
Engineering Applied Research
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