{"title":"Methodology to obtain local discrete diagnosers: Submission for special session on diagnosis of DES: Application on a benchmark","authors":"A. Philippot, V. Carré-Ménétrier","doi":"10.1109/DCDS.2011.5970317","DOIUrl":null,"url":null,"abstract":"This paper deals with an approach of diagnosis for manufacturing system considered as Discrete Event Systems. A decomposition of the plant by mechanical component is used to construct a decentralized diagnosis structure to reduce the combinatory explosion found in centralized structures. Local normal behavior is extracted from local Plant Element using controller information. Possible faults are identified by partition to construct abnormal behavior models. The approach is evaluated with key performance indicators and uses the Pick and Place benchmark proposed in the session.","PeriodicalId":131902,"journal":{"name":"2011 3rd International Workshop on Dependable Control of Discrete Systems","volume":"69 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 3rd International Workshop on Dependable Control of Discrete Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DCDS.2011.5970317","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
This paper deals with an approach of diagnosis for manufacturing system considered as Discrete Event Systems. A decomposition of the plant by mechanical component is used to construct a decentralized diagnosis structure to reduce the combinatory explosion found in centralized structures. Local normal behavior is extracted from local Plant Element using controller information. Possible faults are identified by partition to construct abnormal behavior models. The approach is evaluated with key performance indicators and uses the Pick and Place benchmark proposed in the session.
本文研究了一种离散事件系统制造系统的诊断方法。采用机械部件分解装置来构造分散诊断结构,以减少集中式结构中出现的组合爆炸。利用控制器信息从本地Plant Element提取本地正常行为。通过划分识别可能的故障,构建异常行为模型。该方法使用关键性能指标进行评估,并使用在会议中提出的Pick and Place基准。