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Optimal sequential diagnostic strategy generation considering test placement cost for multimode systems
Zhang SG(张士刚); Song, Lijun; Zhang W(张伟); Hu Z(胡政); Yang YM(杨拥民)
作者部门空间自动化技术研究室
关键词Diagnostic Strategy Sequential Fault Diagnosis And/or Graph Multimode System
发表期刊Sensors (Switzerland)
ISSN1424-8220
2015
卷号15期号:10页码:25592-25606
收录类别SCI ; EI
EI收录号20154201389031
WOS记录号WOS:000364242300047
产权排序1
资助机构Foundation of State Key Laboratory of Robotics (No. 2014-O-14), the National Natural Science Foundation of China (No. 61503398), and the Science Foundation of National University of Defense Technology (No. JC14-09-01).
摘要Sequential fault diagnosis is an approach that realizes fault isolation by executing the optimal test step by step. The strategy used, i.e., the sequential diagnostic strategy, has great influence on diagnostic accuracy and cost. Optimal sequential diagnostic strategy generation is an important step in the process of diagnosis system construction, which has been studied extensively in the literature. However, previous algorithms either are designed for single mode systems or do not consider test placement cost. They are not suitable to solve the sequential diagnostic strategy generation problem considering test placement cost for multimode systems. Therefore, this problem is studied in this paper. A formulation is presented. Two algorithms are proposed, one of which is realized by system transformation and the other is newly designed. Extensive simulations are carried out to test the effectiveness of the algorithms. A real-world system is also presented. All the results show that both of them have the ability to solve the diagnostic strategy generation problem, and they have different characteristics. © 2015 by the authors; licensee MDPI, Basel, Switzerland.
语种英语
WOS标题词Science & Technology ; Physical Sciences ; Technology
WOS类目Chemistry, Analytical ; Electrochemistry ; Instruments & Instrumentation
关键词[WOS]TEST SEQUENCING PROBLEM ; FAULT-DIAGNOSIS ; DESIGN
WOS研究方向Chemistry ; Electrochemistry ; Instruments & Instrumentation
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/17133
专题空间自动化技术研究室
通讯作者Zhang SG(张士刚)
作者单位1.Laboratory of Science and Technology on Integrated Logistics Support, College of Mechatronics Engineering and Automation, National University of Defense Technology, Changsha, China
2.State key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
3.College of Basic Education, National University of Defense Technology, Changsha, China
推荐引用方式
GB/T 7714
Zhang SG,Song, Lijun,Zhang W,et al. Optimal sequential diagnostic strategy generation considering test placement cost for multimode systems[J]. Sensors (Switzerland),2015,15(10):25592-25606.
APA Zhang SG,Song, Lijun,Zhang W,Hu Z,&Yang YM.(2015).Optimal sequential diagnostic strategy generation considering test placement cost for multimode systems.Sensors (Switzerland),15(10),25592-25606.
MLA Zhang SG,et al."Optimal sequential diagnostic strategy generation considering test placement cost for multimode systems".Sensors (Switzerland) 15.10(2015):25592-25606.
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