Abstract:To deal with the inaccurate monitoring caused by the non-stationary characteristics of the xylenol tail gas treatment process, a layered monitoring scenario utilizing stationary subspace analysis has been presented in the present study. First, principal component analysis (PCA) is applied to establish the upperlevel stationary monitoring model. Then the sliding time window is used to capture the dynamic information of the remaining non-stationary features, update the model, and establish the lower non-stationa… Show more
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