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A game theoretic approach to control of a hybrid electric vehicle powertrain.

机译:一种控制混合动力电动汽车动力总成的博弈论方法。

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摘要

The automotive community has long dealt with concerns over the environmental impact of personal transportation methods. Such concerns, coupled with political concerns such as gasoline prices, and increasing dependence on foreign oil has increased the research effort into alternative concepts for vehicle powertrains. One of the most prominent technologies is the hybrid electric vehicle (HEV). Many HEVs employ both an internal combustion engine and an electric motor. The goal is to provide lower emissions, while obtaining superior fuel economy and performance.; The objective of this thesis is to explore the use of game-theoretic principles in the implementation of supervisory control of a Hybrid Electric Vehicle (HEV). The work consists of two projects; the first deals with design of the controller itself, and the second, is modelling several test environments to test and redesign our controller in an iterative manner.; The simulation environment used is MATLAB/Simulink, a Mathworks product. Vehicle dynamics are modeled using CarSim (a Mechanical Simulation Corporation product). Real-time performance of the supervisory control algorithm is verified using RT-Lab (an Opal-RT product). One of the benchmark tools in REV research, ADVISOR (also MATLAB based), is referenced as a means of double-checking the consistency of simulation results using our customized test environment.; Simulation results using the Game-Theoretic Supervisory controller are compared with more conventional, benchmark approaches. Furthermore, a study of controller optimization is presented, as well as simulation results under many drive cycles. Additionally, HEV testing methods are investigated. Complex, comprehensive modeling is compared to simplified, analytical modeling of vehicle powertrains in terms of practical utility and accuracy.
机译:汽车界长期以来一直在关注个人运输方式对环境的影响。这种担忧,加上诸如汽油价格之类的政治担忧,以及对外国石油的日益依赖,增加了对车辆动力总成替代概念的研究力度。混合电动汽车(HEV)是最杰出的技术之一。许多混合动力汽车同时使用内燃机和电动机。目标是降低排放,同时获得优异的燃油经济性和性能。本文的目的是探索博弈论原理在混合动力汽车(HEV)的监督控制中的应用。这项工作包括两个项目;第一个是关于控制器本身的设计,第二个是对多个测试环境进行建模,以迭代方式测试和重新设计控制器。使用的仿真环境是MathWorks产品MATLAB / Simulink。使用CarSim(机械仿真公司的产品)对车辆动力学建模。使用RT-Lab(Opal-RT产品)可以验证监督控制算法的实时性能。 REV研究中的基准工具之一,ADVISOR(也是基于MATLAB的)被引用为一种使用我们定制的测试环境再次检查仿真结果一致性的方法。使用博弈论监督控制器的仿真结果与更常规的基准测试方法进行了比较。此外,还介绍了控制器优化的研究以及许多驱动周期下的仿真结果。此外,还研究了HEV测试方法。就实用性和准确性而言,将复杂的综合建模与简化的车辆动力总成分析模型进行比较。

著录项

  • 作者

    Soltis, Alan.;

  • 作者单位

    University of Windsor (Canada).;

  • 授予单位 University of Windsor (Canada).;
  • 学科 Engineering Electronics and Electrical.; Engineering Automotive.
  • 学位 M.A.Sc.
  • 年度 2004
  • 页码 69 p.
  • 总页数 69
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;自动化技术及设备;
  • 关键词

  • 入库时间 2022-08-17 11:43:27

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