Comparison Analysis Between PI and Adaptive Controllers for DC-DC Converter of Hybrid Energy Storage Systems in Electric Vehicles

Authors

  • M. Islam Department of Mechanical and Aerospace Engineering, International Islamic University Malaysia, 53100, Kuala Lumpur, Malaysia https://orcid.org/0000-0003-0341-3970
  • M. Abdullah Department of Mechanical and Aerospace Engineering, International Islamic University Malaysia, 53100, Kuala Lumpur, Malaysia
  • A.F.A. Ghaffar Department of Mechanical and Aerospace Engineering, International Islamic University Malaysia, 53100, Kuala Lumpur, Malaysia https://orcid.org/0000-0002-7018-9529
  • S. Ahmad Department of Mechanical and Aerospace Engineering, International Islamic University Malaysia, 53100, Kuala Lumpur, Malaysia https://orcid.org/0000-0003-3345-1812

DOI:

https://doi.org/10.15282/ijame.20.3.2023.09.0823

Keywords:

Adaptive control , DC-DC converter , PI controller, Electric vehicle, Supercapacitor

Abstract

A power converter is one of the important components in a hybrid electric vehicle (HEV), where it has a strong nonlinear dynamic due to the variation of load demand from different driving modes, namely acceleration, braking and cruising. To adapt with the nonlinearities, this work proposes the use of direct model reference adaptive control (DMRAC) to regulate its operation in tracking the load and current demand of the HEV. To validate the response, the control performance is benchmarked with the commonly used traditional PI controller. The system model includes a battery with a supercapacitor, and its controller was constructed using the MATLAB Simulink platform. Simulation results show that DMRAC provides better performance as compared to the PI controller in two cases, which are tracking the current and load demands according to the root mean square error (RMSE) analysis. Nevertheless, in the presence of disturbance, it is noted that DMRAC is only effective in tracking the current demand while requiring some time to adapt and surpass the PI controller in tracking the load demand. Based on these findings, it can be justified that the DMRAC has the potential to become a good alternative approach to control the HEV power converters, specifically in the presence of disturbance.

Author Biography

S. Ahmad, Department of Mechanical and Aerospace Engineering, International Islamic University Malaysia, 53100, Kuala Lumpur, Malaysia

College of Engineering and Technology, University of Doha for Science and Technology, Doha, Qatar

Downloads

Published

2023-10-09

How to Cite

[1]
M. Islam, M. Abdullah, A. F. . Abdul Ghaffar, and S. Ahmad, “Comparison Analysis Between PI and Adaptive Controllers for DC-DC Converter of Hybrid Energy Storage Systems in Electric Vehicles”, Int. J. Automot. Mech. Eng., vol. 20, no. 3, pp. 10659–10670, Oct. 2023.

Issue

Section

Articles

Similar Articles

<< < 9 10 11 12 13 14 15 16 17 18 > >> 

You may also start an advanced similarity search for this article.