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Optimized Midterm Preventive Maintenance Outage Scheduling of Thermal Generating Units

机译:火电机组的中期预防性维护停机优化调度

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摘要

This paper addresses the midterm preventive maintenance outage scheduling problem of thermal generating units which is becoming increasingly important due to the aging of power generation fleet. In this context, a novel midterm preventive maintenance outage scheduler is proposed based on decision tree and mixed integer linear formation which explicitly considers the thermal units aging momentum in terms of failure rate. This allows the system operators to determine the thermal units' maintenance outage window based on the cost/benefit analysis of preventive maintenance tasks while optimizing the time interval between consecutive maintenance tasks. Additionally, the division of the year-long midterm horizon into several time blocks in the proposed model provides a unique opportunity for parallel processing and computational saving. The proposed approach is tested on the IEEE Reliability Test System (IEEE-RTS). The results presented reveal the accuracy and efficiency of the proposed approach.
机译:本文针对火力发电机组的中期预防性维护停运调度问题,由于发电车队的老化,这一问题变得越来越重要。在此背景下,提出了一种基于决策树和混合整数线性形式的新型中期预防性维护停机计划,该计划明确考虑了故障率方面的热力单元老化动量。这使系统操作员可以根据预防性维护任务的成本/收益分析来确定热单元的维护中断时间,同时优化连续维护任务之间的时间间隔。此外,在建议的模型中将一年期中期展望划分为几个时间块,为并行处理和节省计算提供了独特的机会。所提出的方法已在IEEE可靠性测试系统(IEEE-RTS)上进行了测试。提出的结果表明了该方法的准确性和效率。

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