Parameter optimization of electric bus transmission system based on dynamical evolutionary algorithm |
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Authors: | Wang Wenwei Zhu Cheng Lin Cheng |
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Affiliation: | National Engineering Laboratory for Electric Vehicle, Beijing Institute of Technology, Beijing 100081, P.R. China |
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Abstract: | The transmission ratio is the key parameters influence power performance and economic performance of electric vehicle (EV). As a class of heuristic algorithms, Dynamical Evolutionary Algorithm (DEA) is suitable to solve multi-objective optimization problems. This paper presents a new method to optimize the transmission ratio using DEA. The fuzzy constraints and objective function of transmission ratio are established for parameter optimization problem of electric bus transmission. DEA is used to solve the optimization problem. The transmission system is also designed based on the optimization result. Optimization and test results show that the dynamical evolutionary algorithm is an effective method to solve transmission parameter optimization problems. |
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Keywords: | transmission system parameter optimization dynamical evolutionary algorithm (DEA) electric bus |
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