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Energy Management Strategy (EMS) for Hybrid Electric Vehicles base on Safe Experimentation Dynamics (SED)

Muhammad Ikram, Mohd Rashid and Hamdan, Daniyal and Mohd Ashraf, Ahmad (2019) Energy Management Strategy (EMS) for Hybrid Electric Vehicles base on Safe Experimentation Dynamics (SED). In: Advances in Swarm Intelligence. ICSI 2019: International Conference on Swarm Intelligence, 26-30 July 2019 , Chiang Mai, Thailand. pp. 1-7., 11656. ISBN 978-3-030-26354-6

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Abstract

This paper addresses optimization for hybrid electric vehicle (HEV) by using a single agent method to optimize the power losses and fuel consumption under a specific driving cycle base on Safe Experimentation Dynamics (SED) method. For optimization process, four gain are added in four main parts of the HEV system. Those main parts are engine, motor, generator and battery. These four gain are controlled the output for each components to give the minimum power losses. The design method is applied to free model of HEV by using Simulink/MATLAB software while M-File/MATLAB is used to apply the Safe Experimentation Dynamics (SED) method. The result from design method achieved minimum reduction of power losses and fuel consumption compared to original system. Thus, the comparison of the simulation results shown that the algorithm approach provides better performance

Item Type: Conference or Workshop Item (Lecture)
Additional Information: Part of the Lecture Notes in Computer Science book series
Uncontrolled Keywords: HEV; Safe Experimentation Dynamics (SED); Energy Management Strategy (EMS)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Faculty/Division: Faculty of Electrical & Electronic Engineering
Depositing User: Pn. Hazlinda Abd Rahman
Date Deposited: 20 Dec 2019 07:12
Last Modified: 20 Dec 2019 07:12
URI: http://umpir.ump.edu.my/id/eprint/26053
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