Adaptive monitoring scheme of stochastically failing systems under hidden degradation processes

•Development of an adaptive monitoring scheme for fault detection.•Multivariate hidden Markov model describes the deterioration process.•SMDP approach to formulate the control problem and to optimize the scheme.•Considerably better fault detection compared with published results. Limited by the inst...

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