{"title":"A method for dependency matrix combination based on port connection relationship","authors":"Long Chen, Junyou Shi","doi":"10.1109/ICPHM.2014.7036372","DOIUrl":null,"url":null,"abstract":"Dependency matrix is a kind of description form of the dependency relationships between the faults and tests in a UUT (Unit Under Test). Testability analysis, testability prediction and fault diagnosis can be accomplished on the basis of dependency matrix. The traditional method of acquiring dependency matrix is to search the signal flow of the UUT's dependency graphical model. The difficulties in integrating the models together and the exponentially growing workload to search the signal flow are two major disadvantages of the traditional method. To overcome these disadvantages, a new method for dependency matrix combination based on port connection relationship is proposed. Definitions of port-extended dependency matrix and global port connection matrix are given. The principle of dependency matrix combination method is analyzed with the definitions of the two matrixes above given. The generation algorithms of a port-extended dependency matrix and a global port connection matrix are studied. Based on the port-extended dependency and the global port connection matrix, the algorithm flow of the dependency matrix combination method is given. A case of an avionic system is given and the above method is applied. The result shows that the method is feasible and effective.","PeriodicalId":376942,"journal":{"name":"2014 International Conference on Prognostics and Health Management","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference on Prognostics and Health Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPHM.2014.7036372","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Dependency matrix is a kind of description form of the dependency relationships between the faults and tests in a UUT (Unit Under Test). Testability analysis, testability prediction and fault diagnosis can be accomplished on the basis of dependency matrix. The traditional method of acquiring dependency matrix is to search the signal flow of the UUT's dependency graphical model. The difficulties in integrating the models together and the exponentially growing workload to search the signal flow are two major disadvantages of the traditional method. To overcome these disadvantages, a new method for dependency matrix combination based on port connection relationship is proposed. Definitions of port-extended dependency matrix and global port connection matrix are given. The principle of dependency matrix combination method is analyzed with the definitions of the two matrixes above given. The generation algorithms of a port-extended dependency matrix and a global port connection matrix are studied. Based on the port-extended dependency and the global port connection matrix, the algorithm flow of the dependency matrix combination method is given. A case of an avionic system is given and the above method is applied. The result shows that the method is feasible and effective.
依赖矩阵是UUT (Unit Under Test)中故障与测试之间依赖关系的一种描述形式。基于依赖矩阵可以完成测试性分析、测试性预测和故障诊断。传统的依赖矩阵获取方法是搜索UUT依赖图模型的信号流。传统方法的两个主要缺点是难以将模型整合在一起以及搜索信号流的工作量呈指数增长。为了克服这些缺点,提出了一种基于端口连接关系的依赖矩阵组合方法。给出了端口扩展依赖矩阵和全局端口连接矩阵的定义。分析了相关矩阵组合法的原理,给出了相关矩阵和相关矩阵的定义。研究了端口扩展依赖矩阵和全局端口连接矩阵的生成算法。基于端口扩展依赖关系和全局端口连接矩阵,给出了依赖矩阵组合法的算法流程。最后以某航电系统为例,对上述方法进行了应用。结果表明,该方法是可行和有效的。