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Most statistics for fault detection in engineering systems are designed to detect shifts in the process distribution parameters, such as mean or variance shifts. The incipient fault is, however, more likely to affect the probability distributions in an unpredictable (random) manner. It causes slight distortions along the distribution shape rather than a particular parametric change. In this paper,...
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