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The recent explosion in different statistics for fault detection has meant that the practitioner is faced with the unenviable job of determining which to use in a given situation. Thus, this paper seeks to investigate the different test statistics that can be applied to detect multiplicative faults for multivariate Gaussian-distributed processes in order to provide the practitioner with some guidance...
A data-based framework is established for performance management in large-scale industrial processes. The main objective is to introduce the new framework and study the needed revisions, extensions and combined use of different methods under the proposed framework.
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