image thumbnail

Fuzzy logic control of electric vehicle

version 1.1.0.0 (103 KB) by Marek Michalczuk
A fuzzy inference system is used to power management for an electric vehicle with a hybrid source

5.9K Downloads

Updated 29 Jan 2015

View License

The fuzzy logic controller (FLC) has been developed for the power management of the battery-ultracapacitor energy storage for an urban battery electric vehicle (EV). The justification of energy storage hybridization for EV has been presented in http://www.degruyter.com/view/j/bpasts.2013.61.issue-2/bpasts-2013-0030/bpasts-2013-0030.xml and http://pe.org.pl/articles/2012/4b/29.pdf. Ultracapacitors serve as a high-power auxiliary storage, so the battery should cover average power demand. A reduction of battery power pulses extends the battery lifetime and improves supply system efficiency.
Flexibility and robustness offered by the FLC give an easy accessible method to provide a power management algorithm. This model demonstrates that information on a topography of the route can be used to better adjust ultracapacitors state of charge and efficient battery power impulses reduction. The principles of the power management for the EV and more details about the modelled powertrain system have been described in http://dx.doi.org/10.1108/COMPEL-11-2013-0388.
The full version is available for the licensed PLECS users. The non-licensed users need the free PLECS Viewer - http://www.plexim.com/download/blockset.

Cite As

Marek Michalczuk (2022). Fuzzy logic control of electric vehicle (https://www.mathworks.com/matlabcentral/fileexchange/48250-fuzzy-logic-control-of-electric-vehicle), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2014a
Compatible with any release
Platform Compatibility
Windows macOS Linux
Communities

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!