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Bayesian dynamic programming approach for tracking time-varying model properties in SHM

Yanping Yang,Zuo Zhu,Siu-Kui Au

Mechanical Systems and Signal Processing（2023）

Cited 2|Views6
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Abstract
•Tracking model properties with time-invariant models on adaptive segment lengths.•Optimal partitioning of data by Bayesian model class selection.•Optimal partitioning determined efficiently by dynamic programming.•Application to tracking modal properties in OMA.
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Key words
Anomaly detection,Change point,Dynamic programming,BAYOMA,Model selection,SHM
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