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arXiv 1302.3608cs.AI
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配电系统中的供电恢复-基于模型的诊断和维修计划集成的案例研究

Supply Restoration in Power Distribution Systems - A Case Study in Integrating Model-Based Diagnosis and Repair Planning

IRISA;EDF-DER(法国电力公司研发部)

Sylvie Thiebaux, Marie-Odile Cordier, Olivier Jehl, Jean-Paul Krivine

摘要:

当获得足够的信息来区分几个候选诊断需要执行一些修复操作时,集成诊断和修复特别重要。一个典型的例子是故障配电系统中的供电恢复。这个问题,这是一个主要关注的电力分销商,部分可观测性和随机维修行动,这是更复杂的比简单的更换组件的功能。本文分析了应用现有的工作,整合基于模型的诊断和修复和规划在部分可观察的随机域这个现实世界中的问题的困难,并介绍了务实的方法,我们至今保留。

英文摘要:

Integrating diagnosis and repair is particularly crucial when gaining sufficient information to discriminate between several candidate diagnoses requires carrying out some repair actions. A typical case is supply restoration in a faulty power distribution system. This problem, which is a major concern for electricity distributors, features partial observability, and stochastic repair actions which are more elaborate than simple replacement of components. This paper analyses the difficulties in applying existing work on integrating model-based diagnosis and repair and on planning in partially observable stochastic domains to this real-world problem, and describes the pragmatic approach we have retained so far.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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