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Article

An Active Hybrid Energy Storage System Utilising a Fuzzy Logic Rule-Based Control Strategy

by
Maarten J. van Jaarsveld
* and
Rupert Gouws
School of Electrical, Electronic and Computer Engineering, North-West University, Potchefstroom 2520, South Africa
*
Author to whom correspondence should be addressed.
World Electr. Veh. J. 2020, 11(2), 34; https://doi.org/10.3390/wevj11020034
Submission received: 2 November 2019 / Revised: 19 March 2020 / Accepted: 9 April 2020 / Published: 10 April 2020

Abstract

The research presented in this paper documents the implementation of an active hybrid energy storage system that combined a battery pack and an ultracapacitor bank. The implemented hybrid energy storage system was used to reduce the peak-power that the battery needs to provide to the load. An active topology utilising two direct current/direct current (DC/DC) converters and a switch was used to implement the hybrid energy storage system. Fuzzy logic was used as a close-loop control structure to control the DC/DC converters in the topology, whilst a rule-based control strategy was used to control the operating states of the hybrid energy storage system. Experimental implementation of the system showed that the system was able to actively control the energy flow throughout the hybrid energy storage system in order to limit the power drawn from the battery to a user-defined limit. The performance of the fuzzy logic controllers was also experimentally found to be sufficient when used in conjunction with the rule-based control strategy. The system allows one to utilize batteries that are optimized for energy density seeing that the system was able to actively limit the power drawn from the battery, whilst providing the required power to the load by utilising the ultracapacitor bank.
Keywords: hybrid energy storage system; ultracapacitor; fuzzy logic; electric vehicle; Simulink® hybrid energy storage system; ultracapacitor; fuzzy logic; electric vehicle; Simulink®

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MDPI and ACS Style

van Jaarsveld, M.J.; Gouws, R. An Active Hybrid Energy Storage System Utilising a Fuzzy Logic Rule-Based Control Strategy. World Electr. Veh. J. 2020, 11, 34. https://doi.org/10.3390/wevj11020034

AMA Style

van Jaarsveld MJ, Gouws R. An Active Hybrid Energy Storage System Utilising a Fuzzy Logic Rule-Based Control Strategy. World Electric Vehicle Journal. 2020; 11(2):34. https://doi.org/10.3390/wevj11020034

Chicago/Turabian Style

van Jaarsveld, Maarten J., and Rupert Gouws. 2020. "An Active Hybrid Energy Storage System Utilising a Fuzzy Logic Rule-Based Control Strategy" World Electric Vehicle Journal 11, no. 2: 34. https://doi.org/10.3390/wevj11020034

APA Style

van Jaarsveld, M. J., & Gouws, R. (2020). An Active Hybrid Energy Storage System Utilising a Fuzzy Logic Rule-Based Control Strategy. World Electric Vehicle Journal, 11(2), 34. https://doi.org/10.3390/wevj11020034

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