Electronics Letters · 1998 · 40 citations · 3 references
EngineeringComputational EngineeringMachine LearningOptimizationProcess ControlController DesignModel Predictive ControlNonlinear Process ControlPredictive ModelingSimulation-based OptimizationIntelligent ControlNeural Network ControlNeural Network PredictionNonlinear Control Of Chemical ProcessesNonlinear Control Of Process SystemsPredictive ControlPredictive Control Systems
The control problem of nonlinear processes is handled by using a GA-based optimisation technique. A three-layered neural network is used to generate future predicted outputs of the controlled process. Level control of a simulated tank is presented to demonstrate the effectiveness of the proposed method.
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Generalized predictive control—Part I. The basic algorithm
D.W. Clarke, C. Mohtadi, P.S. Tuffs · Automatica · 1987 · 3.8K citations