Sequential Fault Diagnosis Using an Inertial Velocity Differential Evolution Algorithm

doi:10.1007/s11633-016-1008-0

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	Sequential Fault Diagnosis Using an Inertial Velocity Differential Evolution Algorithm
	Xiao-Hong Qiu 1; Yu-Ting Hu 1,2; Bo Li 1
发表期刊	International Journal of Automation and Computing
ISSN	1476-8186
	2019
卷号	16 期号:3 页码:389-397
摘要	The optimal test sequence design for fault diagnosis is a challenging NP-complete problem. An improved differential evolution (DE) algorithm with additional inertial velocity term called inertial velocity differential evolution (IVDE) is proposed to solve the optimal test sequence problem (OTP) in complicated electronic system. The proposed IVDE algorithm is constructed based on adaptive differential evolution algorithm. And it is used to optimize the test sequence sets with a new individual fitness function including the index of fault isolation rate (FIR) satisfied and generate diagnostic decision tree to decrease the test sets and the test cost. The simulation results show that IVDE algorithm can cut down the test cost with the satisfied FIR. Compared with the other algorithms such as particle swarm optimization (PSO) and genetic algorithm (GA), IVDE can get better solution to OTP.
关键词	Differential evolution (DE) evolutionary computation fault isolation rate (FIR) testability fault diagnosis.
DOI	10.1007/s11633-016-1008-0
引用统计	被引频次：8[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/42345
专题	学术期刊_Machine Intelligence Research
作者单位	1.Software School, Jiangxi University of Science and Technology, Nanchang 330013, China 2.College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou 341000, China
推荐引用方式 GB/T 7714	Xiao-Hong Qiu,Yu-Ting Hu,Bo Li. Sequential Fault Diagnosis Using an Inertial Velocity Differential Evolution Algorithm[J]. International Journal of Automation and Computing,2019,16(3):389-397.
APA	Xiao-Hong Qiu,Yu-Ting Hu,&Bo Li.(2019).Sequential Fault Diagnosis Using an Inertial Velocity Differential Evolution Algorithm.International Journal of Automation and Computing,16(3),389-397.
MLA	Xiao-Hong Qiu,et al."Sequential Fault Diagnosis Using an Inertial Velocity Differential Evolution Algorithm".International Journal of Automation and Computing 16.3(2019):389-397.

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