Abstract:Adaptive soft sensors including widely used locally weighted partial least square (LW‐PLS) have been established for online prediction, fault detection, and process monitoring. Nevertheless, majority of these existing adaptive soft sensors have zero tolerance to missing data, and the presence of missing data is inevitable due to sensor failures, routine maintenance, changes in sensor equipment over time, merging data from different system, and so forth. In the literature, limited studies could be found on the … Show more
“…R 2 is a statistical metric that determines how well actual and expected variables match up with one another. The formula in its entirety may be found in Equation (3) [ 24 ]. …”
“…R 2 is a statistical metric that determines how well actual and expected variables match up with one another. The formula in its entirety may be found in Equation (3) [ 24 ]. …”
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