Dynamic neural-network-based model-predictive control of an industrial baker's yeast drying process

IEEE Transactions on Neural Networks

Volumn 19, Issue 7, 2008, Pages 1231-1242

  Yüzgeç, Ugür ^a   Becerikli, Yaşr ^a,b   Turker, Mustafa ^c  

^a KOCAELI UNIVERSITY   (Turkey)

^b HALIC UNIVERSITY   (Turkey)

^c International Yeast Company   (Turkey)

Author keywords

Drying process; Dynamic neural networks (NNs); Genetic algorithm (GA); Model predictive control (MPC)

Indexed keywords

ARSENIC COMPOUNDS; CURING; DEWATERING; DIFFERENCE EQUATIONS; DIFFERENTIAL EQUATIONS; DIFFERENTIATION (CALCULUS); DRYING; FEEDFORWARD NEURAL NETWORKS; GRANULATION; IMAGE CLASSIFICATION; LEARNING ALGORITHMS; MATHEMATICAL MODELS; NEURAL NETWORKS; NONLINEAR EQUATIONS; PARTIAL DIFFERENTIAL EQUATIONS; PREDICTIVE CONTROL SYSTEMS; YEAST;

BAKER'S YEAST; CONTROL STRUCTURES; DRYING CURVES; DRYING PROCESSES; FEED FORWARD (FF); MASS BALANCING; MODEL BASED (OPC); MODEL PREDICTIVE CONTROL (MPC); MOISTURE CONTENT (MC); NEURAL NETWORK (NN) MODELS; NON LINEAR DIFFERENTIAL EQUATIONS; NON-LINEAR PARTIAL DIFFERENTIAL EQUATIONS; OPTIMIZ ATION PROBLEMS; PERFORMANCE EVALUATION (PE); SEARCH ALGORITHMS; TRAINING DATA;

MODEL PREDICTIVE CONTROL;

EID: 48949116212     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2008.2000205     Document Type: Article

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