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首页> 外文期刊>Journal of control, automation and electrical systems >Procedures to Design Multi-Model-Based Predictive Controller Applied to BLDC Drive
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Procedures to Design Multi-Model-Based Predictive Controller Applied to BLDC Drive

机译:设计基于多模型的预测控制器的程序应用于BLDC驱动器

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摘要

One of the main reasons that prevent the use of model-based predictive control (MPC) in power electronics and motor drive is the MPC design. The processes related to these fields have fast dynamics, and most of the MPC design guides involve the control of slow dynamic processes, which allow high sampling times and, consequently, a large time for the control action calculation. Moreover, practically only the linear model-based predictive controller can have small computational cost, which causes difficulty for MPC application in nonlinear processes as electrical motors. Therefore, this paper presents a MPC design theory for first-order control models, as the brushless direct current (BLDC) motor drive, assuming direct speed control (without current inner loop). Thus, the MPC cost function tune is obtained according to prediction model parameters, the study of optimization gain curves and, optionally, an extended closed-loop root locus analysis. To deal with the motor nonlinearities, both multi-model approach and six-step modulation are employed. This paper also discusses current peak transients, salient pole BLDC motor modeling, integral action included in the MPC control action and solutions for Hall effect sensor nonlinear speed measurement. Simulation and experimental results confirm the proposed design theory as well as the other discussed issues.
机译:防止在电力电子和电机驱动器中使用基于模型的预测控制(MPC)的主要原因之一是MPC设计。与这些字段相关的过程具有快速动态,而且大多数MPC设计引导件涉及控制慢动动态过程,其允许高采样时间,从而达到控制动作计算的大时间。此外,实际上只有基于线性模型的预测控制器可以具有小的计算成本,这导致MPC应用在非线性过程中的难以作为电动机。因此,本文提出了一种用于一阶控制模型的MPC设计理论,作为无刷直流(BLDC)电机驱动,假设直接速度控制(没有电流内环)。因此,根据预测模型参数获得MPC成本函数调谐,优化增益曲线的研究以及可选地,扩展闭环根基因座分析。为了处理电机非线性,采用多模型方法和六步调制。本文还讨论了电流峰值瞬变,凸极BLDC电机建模,包括在MPC控制动作和霍尔效应传感器非线性速度测量的解决方案中的积分作用。仿真和实验结果证实了建议的设计理论以及其他讨论的问题。

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