Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter

Authors

  • Yonis. M. Buswig Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Malaysia Sarawak, 94300, Kota Samarahan.
  • Al-Khalid Hj Othman Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Malaysia Sarawak, 94300, Kota Samarahan.
  • Norhuzaimin Julai Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Malaysia Sarawak, 94300, Kota Samarahan. Deparment of Electrical Engineering Technology, Faculty of Engineering Technology, Universiti Tun Hussien Onn, 86400 Parit Raja, Batu Pahat, Johor, Malaysia.
  • Sim Sy Yi Deparment of Electrical Engineering Technology, Faculty of Engineering Technology, Universiti Tun Hussien Onn, 86400 Parit Raja, Batu Pahat, Johor, Malaysia.

Keywords:

Artificial Neural Network Controller, DoubleInput Buck-Boost Converter, Voltage Tracking,

Abstract

This paper proposes an Artificial Neural Network (ANN) control voltage tracking scheme of a double-input buckboost DC-DC converter. In this topology, a back-propagation algorithm topology is implemented. The controller is developed to improve the performance of the double-input converter during transient and steady-state operations. The neural network controller design, which is developed against output voltage command tracking is proposed. The proposed concept has been investigated and validated experimentally on a laboratory prototype using DSP TMS320F28335real time digital controller to verify the dynamic response of the proposed controller. The experimental results confirm the validity of the proposed neural network control technique, which is a promising an efficient control topology that ensures doubleinput converter suitable for electric vehicle and renewable energy applications.

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Published

2017-12-07

How to Cite

Buswig, Y. M., Hj Othman, A.-K., Julai, N., & Yi, S. S. (2017). Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 9(3-10), 59–63. Retrieved from https://jtec.utem.edu.my/jtec/article/view/3155

Issue

Vol. 9 No. 3-10: Engineering Solution Towards A Sustainable Society

Section

Articles

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