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Control-Oriented Modeling and Simulation of Large-Scale Electric Vehicle Battery Packs

机译:面向控制的大型电动汽车电池组的建模与仿真

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With the increasing electrification of the transport sector, the demand for models of vehicle batteries grows. Battery models can be used for both the development and monitoring (battery management system, digital twin in the backend) of energy storage systems. During the development, battery models are helpful to examine different electrical configurations (serial, parallel). They also enable different cooling concepts and the ageing behavior of the entire battery pack to be tested. Already in the development phase, it is important to have efficient battery models. Particularly for battery monitoring, the computational performance is crucial. In the operation of large battery storage systems, only efficient, so-called control-oriented, models are suitable, because a high computational effort increases the hardware costs, reduces the energy efficiency and makes a real-time application more difficult. The challenge of these control-oriented models is to map the individual electrical-thermal behavior of the cells while keeping the computational effort low.The poster presents a novel framework for the electrical-thermal simulation of large vehicle battery packs. The electrical, thermal and ageing behavior of the individual cells as well as the interactions in the entire system are modeled. To parameterize the model, an automotive cell is examined with various state of charge and temperature-dependent values. With an experimental validation, the accuracy of the model is investigated. Based on the specific parameters, a battery system with 500 battery cells is simulated in order to investigate the computing performance of the overall model.
机译:随着交通运输部门电气化程度的提高,对汽车电池模型的需求也在增长。电池模型可用于储能系统的开发和监控(电池管理系统,后端为数字双胞胎)。在开发过程中,电池模型有助于检查不同的电气配置(串行,并联)。它们还使不同的冷却概念和整个电池组的老化行为得以测试。在开发阶段,拥有高效的电池模型非常重要。尤其对于电池监控而言,计算性能至关重要。在大型电池存储系统的操作中,仅适用于高效的,所谓的面向控制的模型,因为大量的计算工作会增加硬件成本,降低能效并增加实时应用的难度。这些面向控制的模型的挑战是在保持较低计算量的同时绘制电池的单个电热行为。海报为大型车辆电池组的电热仿真提供了一个新颖的框架。对单个电池的电,热和老化行为以及整个系统中的相互作用进行了建模。为了对模型进行参数化,将对汽车电池进行各种充电状态和与温度有关的值的检查。通过实验验证,可以研究模型的准确性。根据特定参数,对具有500个电池单元的电池系统进行了仿真,以研究整个模型的计算性能。

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