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Parameters Optimization for the Energy Management System of Hybrid Electric Vehicle

机译:混合动力汽车能源管理系统的参数优化

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摘要

Hybrid electric vehicle (HEV) has been widely studied recently due to its high potential in reduction of fuel consumption, exhaust emission, and lower noise. Because of comprised of two power sources, the HEV requires an energy management system (EMS) to distribute optimally the power sources for various driving conditions. The ITRI in Taiwan has developed a HEV consisted of a 2.2L internal combustion engine (ICE), a 18KW motor/generator (M/G), a 288V battery pack, and a continuous variable transmission (CVT). The task of the present study is to design an energy management strategy of the EMS for the HEV. Due to the nonlinear nature and the fact of unknown system model of the system, a kind of simplex method based energy management strategy is proposed for the HEV system. The simplex method is a kind of optimization strategy which is generally used to find out the optimal parameters for un-modeled systems. The way to apply the simplex method for the design of the EMS is presented. The feasibility of the proposed method was verified by perform numerical simulation on the FTP75 drive cycles.
机译:混合动力电动汽车(HEV)由于其在减少油耗,减少废气排放和降低噪音方面的巨大潜力,最近已得到广泛研究。由于HEV由两个电源组成,因此需要一个能量管理系统(EMS)来针对各种行驶条件优化分配电源。台湾工研院已开发出一种混合动力汽车,该混合动力汽车由2.2升内燃机(ICE),18KW电动机/发电机(M / G),288V电池组和无级变速器(CVT)组成。本研究的任务是为混合动力汽车设计EMS的能源管理策略。鉴于非线性特性和系统模型未知的事实,提出了一种基于单纯形法的混合动力汽车能源管理策略。单纯形法是一种优化策略,通常用于找出未建模系统的最优参数。提出了将单纯形法应用于EMS设计的方法。通过对FTP75驱动周期进行数值模拟,验证了该方法的可行性。

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