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An accurate on-line measurement of quality variables are essential for the successful monitoring and control tasks in chemical process operations. However, due to the measurement difficulties such as the large time delays, the soft sensor, an inferential model, for the target quality variable, has been widely used as an alternative for the physical sensors. Partial least-squares (PLS) was used to...
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