Fuzzy logic based energy management strategy for converted parallel plug-in hybrid electric vehicle

P. K. Gujarathi, Varsha A. Shah, M. Lokhande
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引用次数: 13

Abstract

The paper investigates on energy management strategies during conversion of the conventional vehicle into the plug-in hybrid electric vehicle (PHEV). The Tata Indica converted PHEV is considered with designed specification of the electric drivetrain. The energy management system decides the preferred operating points for the different powertrain subsystems (i.e. set points for the engine and motor as per the state of battery) so that the overall cost of operating the vehicle (fuel consumption) and or emissions is minimized. However, fuel economy and emissions minimization are conflicting objectives, hence smart control strategies need to be developed to minimize either fuel consumption or emissions and or both for particular selected vehicle with a trade-off between them. In this work due to the requirement of simplicity, practically implementable and other advantages like robustness and reliability of a fuzzy logic, a fuzzy logic control based strategy is used for deciding operating points of engine and motor. This is then used to simulate a complete vehicle. Simulation of selected conventional vehicle and converted PHEV has done in MATLAB. The performance of simulated converted PHEV is studied for the fuel consumption and emissions and compared with conventional for Indian driving cycle for different cases.
基于模糊逻辑的并联式插电式混合动力汽车能量管理策略
研究了传统汽车向插电式混合动力汽车(PHEV)转换过程中的能量管理策略。塔塔Indica转换的插电式混合动力汽车被认为与设计规格的电力传动系统。能源管理系统为不同的动力系统子系统决定优选的工作点(即根据电池状态为发动机和电机设定的工作点),从而将车辆的总体运行成本(燃料消耗)和/或排放降至最低。然而,燃油经济性和排放最小化是相互冲突的目标,因此需要开发智能控制策略,以最大限度地减少燃油消耗或排放,或为特定选定的车辆减少两者之间的权衡。在本工作中,由于模糊逻辑具有简单、可实现以及鲁棒性和可靠性等优点,采用基于模糊逻辑控制的策略来确定发动机和电机的工作点。然后用它来模拟一个完整的车辆。在MATLAB中对选定的传统车辆和改装后的插电式混合动力汽车进行了仿真。研究了混合动力汽车在不同工况下的油耗和排放性能,并与传统混合动力汽车在印度工况下进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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