Hybrid Optimization Process Applied to Tuning of Dynamic Matrix Control: Study Case with DC Motor

Douglas Freire de Carvalho, Cleber Asmar Ganzaroli, Luiz Alberto do Couto, Rafael Nunes Hidalgo Monteiro Dias, Wesley Pacheco Calixto

Abstract


This paper presents study about Dynamic Matrix Control (DMC) controller applied to speed control of DC motor. DMC controller parameters (prediction horizon, control horizon and damping rate of reference) are obtained through optimization methods employing heuristic, deterministic and hybrid strategies. The use of advanced control technique combined with using of optimization methods aims to achieve highly efficient control, reducing the transient state period and variations in steady state. These methods were applied on a simulation model in order to verify which one provides better control results.

 

Index Terms—Predictive Control, Deterministic Optimization, Heuristic Optimization, Hybrid Optimization, DC motor. 


Keywords


Predictive Control; Deterministic Optimization; Heuristic Optimization; Hybrid Optimization; DC motor.

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References


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DOI: http://dx.doi.org/10.22149/teee.v2i2.98

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Copyright (c) 2017 Douglas Freire de Carvalho, Cleber Asmar Ganzaroli, Luiz Alberto do Couto, Rafael Nunes Hidalgo Monteiro Dias, Wesley Pacheco Calixto

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