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Fuzzy Logic Optimization of Composite Brake Control Strategy for Load-Isolated Electric Bus

机译:负载隔离电动总线复合制动控制策略的模糊逻辑优化

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摘要

To improve the energy recovery rate and increase the driving range of load-isolated electric buses, a composite brake control strategy based on fuzzy logic optimization is proposed. Considering the influence of the battery SOC value and the braking intensity on the braking ratio, a fuzzy controller is designed for small and medium braking strengths to optimize the control strategy. The vehicle simulation model of the load-isolated electric bus was built with the AVL CRUISE software platform. The AVL CRUISE-Simulink cosimulation was carried out under the original control strategy and the optimized control strategy. The simulation results show that, under the premise of ensuring the stability of braking, the driving range of the vehicle with the optimized control strategy is increased by 7.74% and the energy recovery rate is increased by 11.05%.
机译:为了提高能量回收率并增加负载隔离电流的驱动范围,提出了一种基于模糊逻辑优化的复合制动控制策略。考虑到电池SOC值和制动强度对制动比的影响,设计了模糊控制器,用于优化控制策略的中小型制动强度。使用AVL Cruise软件平台建立了负载隔离电动总线的车辆仿真模型。 AVL Cruise-Simulink Cosimulation是根据原始控制策略和优化的控制策略进行的。仿真结果表明,在确保制动稳定性的前提下,具有优化控制策略的车辆的驾驶范围增加了7.74%,能量回收率增加11.05%。

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  • 来源
    《Mathematical Problems in Engineering》 |2019年第22期|9735368.1-9735368.14|共14页
  • 作者单位

    Qingdao Univ Mech & Elect Engn Coll Qingdao 266071 Shandong Peoples R China;

    Qingdao Univ Mech & Elect Engn Coll Qingdao 266071 Shandong Peoples R China|Qingdao Univ Power Integrat & Energy Storage Syst Engn Technol Qingdao 266071 Shandong Peoples R China;

    Qingdao Univ Mech & Elect Engn Coll Qingdao 266071 Shandong Peoples R China|Qingdao Univ Power Integrat & Energy Storage Syst Engn Technol Qingdao 266071 Shandong Peoples R China;

    Qingdao Univ Mech & Elect Engn Coll Qingdao 266071 Shandong Peoples R China|Qingdao Univ Power Integrat & Energy Storage Syst Engn Technol Qingdao 266071 Shandong Peoples R China;

    Qingdao Univ Mech & Elect Engn Coll Qingdao 266071 Shandong Peoples R China;

    Qingdao Univ Mech & Elect Engn Coll Qingdao 266071 Shandong Peoples R China;

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