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Ingeniería e Investigación
versão impressa ISSN 0120-5609
Resumo
RAIRAN ANTOLINES, José Danilo. Control of a Direct Current Motor Using Time Scaling. Ing. Investig. [online]. 2020, vol.40, n.3, pp.38-46. Epub 25-Jan-2021. ISSN 0120-5609. https://doi.org/10.15446/ing.investig.v40n3.80124.
Humans naturally control their surrounding space. However, that capacity has not been fully used to build better intelligent controllers, mainly because the reaction time of a person limits the number of industrial applications. In this paper, the author proposes a method to overcome the problem of reaction time for a human in the control loop. This method, called Time Scaling Control, starts by modifying the constant times of the plant's model to the point where control is comfortable for a human. Then, the controller acquires the knowledge that was expressed during the human control stage and places it in a Neural Network, which controls both scaled and original plants. Time Scaling Control highly improves the control performance compared with a PID, in this case demonstrated by the control of a direct current motor, which cannot be controlled by a human without time scaling control due to the speed of the system.
Palavras-chave : DC motor; time scaling control; plant identification; neural network; intelligent control.