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Supervisory control of hybrid powertrains: An experimental benchmark of offline optimization and online energy management

机译:混合动力总成的监督控制:离线优化和在线能源管理的实验基准

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摘要

The paper describes a chain of tools aimed at the development and validation of energy management strategies (EMS) for hybrid powertrains. These tools comprise an offline optimizer based on Pontryagin minimum principle (PMP) and the online equivalent consumption minimization strategy (ECMS), both implemented in a dynamic simulation platform and as a real-time controller in a semi-physical testing equipment. The results presented are aimed at illustrating the continuity of the various approaches by comparing the offline-generated energy management laws with their online counterparts, both in terms of trajectories over time and in terms of global results (fuel consumption, state-of-charge deviations).
机译:本文介绍了一系列工具,旨在开发和验证混合动力总成的能源管理策略(EMS)。这些工具包括基于Pontryagin最小原理(PMP)的离线优化器和在线等效消耗最小化策略(ECMS),二者均在动态仿真平台中实现,并在半物理测试设备中作为实时控制器。给出的结果旨在通过比较离线生成的能源管理法律与在线对应的能源管理法律,以说明随时间推移的轨迹以及总体结果(燃油消耗,充电状态偏差)的连续性。 )。

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