Non-stationary process monitoring based on common trends model was proposed, because conventional multivariate statistical process control methods with stationary data assumption were inapplicable to non-stationary process monitoring. The new common trends model was capable of identifying common factors from co-integrated non-stationary multiple variables and decomposing each non-stationary process variable into summation of a non-stationary common trends component and a stationary counterpart. Contrary to ...
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