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The paper is concerned with the design of a fuzzy model-based predictive controller for activated sludge wastewater treatment processes. The control purpose is to maintain the dissolved oxygen concentration in an aerobic reactor of the wastewater treatment plant at the set-point. The fuzzy model of the activated sludge processes is derived based on the Activated Sludge Model No. 1 (ASM1), including...
This paper presents a recurrent neural classifier for automatically classifying sleep stages based on energy features from the EEG signal of the F pz −C z channel. The energy features were extracted from characteristic waves of EEG signals which were then used to classify different sleep stages. The recurrent neural classifier, utilizing energy features extracted from EEG signals,...
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