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首页> 外文期刊>Journal of Advanced Computatioanl Intelligence and Intelligent Informatics >Paper: IPMSM Speed and Current Controller Design for Electric Vehicles Based on Explicit MPC
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Paper: IPMSM Speed and Current Controller Design for Electric Vehicles Based on Explicit MPC

机译:纸质:基于明确MPC的电动汽车IPMSM速度和电流控制器设计

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摘要

The difficulties in implementing the model predictive control (MPC) in interior permanent-magnet synchronous motors (IPMSMs) consist of the nonlinear behavior of IPMSMs and the computational effort required by MPC. This paper presents an IPMSM controller design method for electric vehicles based on explicit MPC (EMPC), which uses a different linearization method. The proposed controller combines the speed and current controllers and replaces the traditional cascade structure. First, the nonlinear terms in the system model are added into the control input as voltage compensation to obtain a simple linear model. Next, the proposed controller based on MPC is designed, which considers the effects of load torque and uses an increment model. Furthermore, the controller applies both current and voltage constraints. The EMPC method based on a binary search is used to accelerate the solution of the optimization problem. Finally, the simulation results show the validity and superiority of the proposed method.
机译:在内部永磁同步电动机(IPMSMS)中实施模型预测控制(MPC)的困难包括IPMSM的非线性行为和MPC所需的计算工作。本文介绍了基于明确MPC(EMPC)的电动汽车IPMSM控制器设计方法,它使用不同的线性化方法。所提出的控制器结合了速度和电流控制器并取代了传统的级联结构。首先,将系统模型中的非线性术语添加到控制输入中作为电压补偿以获得简单的线性模型。接下来,设计了基于MPC的所提出的控制器,其考虑了负载扭矩的影响并使用增量模型。此外,控制器应用电流和电压约束。基于二进制搜索的EMPC方法用于加速优化问题的解决方案。最后,仿真结果表明了所提出的方法的有效性和优越性。

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