Research on Soft Sensing Modeling Method Based on the Algorithm of Adaptive Affinity Propagation Clustering and Bayesian Theory


The industrial data has the characteristic of clustering and migrating with the operating point. The accuracy and generalization ability of the single-model prediction are poor because of the large amount of information lost in single-model modeling. In order to overcome these problems, a modeling method of multi-model soft sensor was proposed based on… (More)


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