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The artificial neural network is a potential 'sensor' in the complex bioprocess. The recurrent neural network (RNN) was employed as the software sensor to measure the biomass concentration during the baker's yeast industrial production, owing to its good ability in dealing with non-linear and time-varying process. Based on the data sets provided by the plant, input variables were selected as air flow...
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