Abstract
We describe about multivariate statistics techniques and exploit within a model-based predictive controller to provide a fully integrated approach to fault detection and isolation, inferential estimation, and model based predictive control . We also discuss intelligent process monitoring. Multivariate statistics technology can detect sensor faults and reconstruct sensor measurement. The PLS model can identify fault in plant and correctly isolate cause of the fault.
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