Autors: Vacheva, G. I., Hinov, N. L., Kanchev, H. C., Gilev, B. N.
Title: Application of Neural Network for Smart Control of a Buck DC/DC Converter
Keywords: Converter model, Function approximation, MATLAB/Simulink environment, Modelling and controls, Neural network based control, Neural network controllers, Power electronic converters, Student training

Abstract: In this paper is presented the modelling of a buck DC/DC converter with neural network controller. The possibilities of this control method for function approximation are demonstrated. The converter model is implemented in the MATLAB/Simulink environment and its operation with neural network and PI controller is studied. Simulation results highlight the advantages of neural network-based control of the DC-DC converter. The presented study of modelling and control of the power electronic converter is intended for educational purposes and student training

References

    Issue

    Proceedings of the International Spring Seminar on Electronics Technology.42nd International Spring Seminar on Electronics Technology, ISSE 2019; Wroclaw; Poland; 15 May 2019 through 19 May 2019, vol. 2019-May, issue 42, pp. Article number 8810189, 2019, Poland, IEEE Inc, DOI 10.1109/ISSE.2019.8810189

    Copyright IEEE Inc

    Цитирания (Citation/s):
    1. Lu, Y., Yu, W.X., Wang, J.N., Jiang, D., Li, R.Q., Design of PID Controller Based on ELM and Its Implementation for Buck Converters, International Journal of Control, Automation and Systems 19(7), pp. 2479-2490, 2021 - 2021 - в издания, индексирани в Scopus или Web of Science

    Вид: пленарен доклад в международен форум, публикация в реферирано издание, индексирана в Scopus