优化快速轨道交通设施的周维护计划

IF 2.7 Q3 TRANSPORTATION
Shangyao Yan, Chun-Yi Wang, Tzu-Hao Yan
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引用次数: 0

摘要

为了确保捷运系统的顺利运行,有效地利用资源进行有效的设施维护至关重要。目前,台湾的工程师依靠过去的记录和个人知识来安排维修,这种方法效率低下,成本也更高。为了应对这一挑战,根据当地捷运公司的需求,开发了一种系统的每周维护模式。该模型考虑了预防性维护、维修需求和劳动力约束,目的是使总维护成本最小化。该模型是一个具有挑战性的带有侧约束的整数网络流问题,利用启发式算法有效地解决复杂的场景。一个案例研究的初步结果显示了前景,表明该模型和解决方案算法可以成为地铁公司的有价值的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing weekly maintenance schedules for mass rapid transit facilities
To ensure the smooth operation of the MRT system, efficient resource utilization for effective facility maintenance is crucial. Currently, engineers in Taiwan rely on past records and personal knowledge to schedule maintenance, which is inefficient and leads to higher costs. To address this challenge, a systematic weekly maintenance model has been developed, tailored to the needs of local MRT companies. This model takes into account preventive maintenance, repair needs, and workforce constraints, with the aim of minimizing total maintenance costs. Formulated as a challenging integer network flow problem with side constraints, the model utilizes a heuristic algorithm to efficiently solve complex scenarios. Initial results from a case study show promise, suggesting that this model and solution algorithm can be valuable tools for MRT companies.
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来源期刊
CiteScore
7.10
自引率
8.10%
发文量
41
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