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The most promising methods for identifying a fuzzy model are data clustering, cluster merging and subsequent projection of the clusters on the input variable space. This article proposes to modify this procedure by adding a cluster rotation step, and a method for the direct calculation of the consequence parameters of the fuzzy linear model. These two(More)
A chemical cleaning sequence model is developed that can be used to predict the fouling status of a membrane over multiple chemical cleaning cycles. The model is used to optimize the operating costs-based on chemicals usage, energy requirement and investment costs-over a fixed time horizon The production of a specified volume of permeate should be(More)
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