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This work presents a new method for adaptive soft sensor development by further exploiting just-in-time modeling framework. In the presented method, referred to as online local learning based adaptive soft sensor (OLLASS), the samples used for local modeling are selected based on the mutual information (MI) weighted or neighbor sample based similarity measure. Then, two adaptive methods, namely self-validation...
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