Title
PHM experimental design for effective state separation using Jensen–Shannon divergence
Abstract
•The PHM experimental design using the Jensen–Shannon divergence is proposed.•The proposed method helps to select sensor locations that effectively separates the states of the system.•Greedy algorithms and the Gaussian process are adopted for effective calculation of the JS divergence.
Year
DOI
Venue
2019
10.1016/j.ress.2019.106503
Reliability Engineering & System Safety
Keywords
Field
DocType
Condition diagnosis,Information-theoretic method,Jensen–Shannon divergence
Data processing,Divergence,Joint probability distribution,Jensen–Shannon divergence,Algorithm,Univariate distribution,Greedy algorithm,Gaussian process,Engineering,Statistics,Computation
Journal
Volume
ISSN
Citations 
190
0951-8320
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Tae-jin Kim111121.38
Gueseok Lee200.34
Byeng D. Youn341.76