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This paper proposes an adaptive multi-state partial least squares (MSPLS) algorithm for multivariate chemical processes over a wide range of operating conditions. In the proposed algorithm, the state variable with the maximum variation is first selected from the defined key variables. The system is then divided into several states according to the rank of this state variable. The deviation is subtracted...
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