Multi-Objective Optimal Placement of Sensors Based on Quantitative Evaluation of Fault Diagnosability

doi:10.1109/ACCESS.2019.2936369

	Multi-Objective Optimal Placement of Sensors Based on Quantitative Evaluation of Fault Diagnosability
	Jiang, Dong-Nian 1; Li, Wei
刊名	IEEE ACCESS
	2019
卷号	7 页码:117850-117860
关键词	Fault diagnosability quantitative evaluation sensor placement NSGA-II
ISSN号	2169-3536
DOI	10.1109/ACCESS.2019.2936369
英文摘要	A multi-objective optimal sensor placement method based on quantitative evaluation of fault diagnosability is proposed. Fault diagnosability evaluation is the basis of fault diagnosis, and insufficient sensor point information is the main reason for the low quantitative evaluation index of fault diagnosability. Therefore, a method to improve the fault diagnosability of a system by adding soft and hard sensors is presented. However, increasing sensors is limited by the constraints of cost, reliability and complexity. In view of this and based on ensuring the fault diagnosability, a multi-objective optimization method for the sensors is proposed to improve system reliability and promote development towards stability, efficiency and economy.
资助项目	National Natural Science of China[61763027] ; Higher Institutions Foundation of Gansu Province[2018A-021]
WOS研究方向	Computer Science ; Engineering ; Telecommunications
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000484315100001
状态	已发表
内容类型	期刊论文
源URL	[http://119.78.100.223/handle/2XXMBERH/32202]
专题	电气工程与信息工程学院
通讯作者	Jiang, Dong-Nian
作者单位	1.Lanzhou Univ Technol, Coll Elect & Informat Engn, Lanzhou 730050, Gansu, Peoples R China 2.Lanzhou Univ Technol, Key Lab Gansu Adv Control Ind Proc, Lanzhou 730050, Gansu, Peoples R China
推荐引用方式 GB/T 7714	Jiang, Dong-Nian,Li, Wei. Multi-Objective Optimal Placement of Sensors Based on Quantitative Evaluation of Fault Diagnosability[J]. IEEE ACCESS,2019,7:117850-117860.
APA	Jiang, Dong-Nian,&Li, Wei.(2019).Multi-Objective Optimal Placement of Sensors Based on Quantitative Evaluation of Fault Diagnosability.IEEE ACCESS,7,117850-117860.
MLA	Jiang, Dong-Nian,et al."Multi-Objective Optimal Placement of Sensors Based on Quantitative Evaluation of Fault Diagnosability".IEEE ACCESS 7(2019):117850-117860.