The nature of statistical learning theory
The nature of statistical learning theory
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In the synthesis of bisphenol A, it is necessary to monitor the catalytic activity of ion exchanger catalyst online. A new online method to monitor the catalyst activity is proposed. Factors affecting catalyst activity are taken into consideration to compute its value using support vector machine and mathematical regression. Simulation and real operation results confirm the effectiveness of this method.