Microgrid Maintenance Strategies for Optimal Reliability and Cost

Annette Skowronska, Z. Mourelatos
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引用次数: 1

Abstract

A physics-based microgrid model has been developed in Simulink with various sources and loads driven by stochastic inputs. Central controls are used to drive down costs while maintaining a reasonable level of reliability. The microgrid is treated as a repairable system where power sources are repaired after failure. We consider the effectiveness of the repair. Repairable systems theory allows us to model repair assumptions such as “good as new” or “as good as old” for example using a renewal process approach. At some point during the operation of the microgrid, some of its subsystems reach their useful life and need to be replaced. This study looks at the trade-off between microgrid reliability and the cost of repair, replacement and operation. The proposed approach can be used to define optimal maintenance strategies. Using repair theory, different repair/maintenance approaches are compared and shown to provide different operational costs and system reliability. An approach is provided to determine an optimal maintenance/repair strategy.
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基于可靠性和成本优化的微电网维护策略
在Simulink中建立了一个基于物理的微电网模型,该模型具有随机输入驱动的各种源和负载。中央控制用于降低成本,同时保持合理的可靠性。微电网被视为一个可修复的系统,其中电源在故障后可以修复。我们考虑修复的有效性。可修复系统理论允许我们对修复假设进行建模,例如使用更新过程方法,例如“与新一样好”或“与旧一样好”。在微电网运行的某一时刻,它的一些子系统达到了使用寿命,需要进行更换。本研究着眼于微电网可靠性与维修、更换和运营成本之间的权衡。该方法可用于定义最优维护策略。利用维修理论,对不同的维修/维护方法进行了比较,并展示了不同的操作成本和系统可靠性。提供了一种确定最佳维护/维修策略的方法。
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