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Based on a noncausal data structure, this article develops a statistical‐based monitoring scheme for diagnosing abnormal situations in complex systems. The recorded variables are assumed to exhibit Gaussian and non‐Gaussian signal components, which are monitored using the statistical local approach. For diagnosing abnormal conditions, the paper introduces a regression‐based technique that allows estimating...
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