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Speed tracking of Linear Induction Motor: An analytical nonlinear Model Predictive Controller

机译:线性感应电动机的速度跟踪:解析非线性模型预测控制器

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Direct Torque Control (DTC) is considered as one of the latest and most efficient techniques that can be used for the speed and/or position tracking control problem of induction motor drives. However, the main drawbacks of classical DTC are the variable switching frequency that could exceed the maximum allowable switching frequency of inverters and also the ripples it has over the current and torque, especially at low speed tracking. It has been shown that applying Model Predictive Control (MPC) to a Linear Induction Motor (LIM) leads to a much better speed tracking performance. MPC provides the optimal 3-phase primary voltages necessary for speed tracking using a Pulse Width Modulation (PWM) inverter. The main inherent drawbacks of the MPC strategy are its high switching frequency and also its heavy computational load which makes it inapplicable in real-time. This paper presents a new analytical approach based on the MPC strategy. The new analytical approach controls directly the inverter switches. Hence the PWM inverter is not needed. It computes the optimal position transitions sequence of the inverter switches to track the speed reference trajectory. The proposed analytical nonlinear MPC controller includes an integral action to reduce the steady state error. The proposed controller admits real-time implementation. Simulation results show that the new analytical approach has good tracking properties at the same time as it reduces the average inverter switching frequency by 93 % as compared to classical DTC.
机译:直接转矩控制(DTC)被认为是最新,最有效的技术之一,可用于感应电动机驱动器的速度和/或位置跟踪控制问题。但是,传统DTC的主要缺点是可变的开关频率可能会超过逆变器的最大允许开关频率,而且它在电流和转矩上会产生纹波,尤其是在低速跟踪时。已经表明,将模型预测控制(MPC)应用于线性感应电动机(LIM)会带来更好的速度跟踪性能。 MPC使用脉冲宽度调制(PWM)逆变器提供速度跟踪所需的最佳3相初级电压。 MPC策略的主要固有缺点是开关频率高以及计算量大,这使其无法实时使用。本文提出了一种基于MPC策略的新分析方法。新的分析方法直接控制逆变器开关。因此,不需要PWM逆变器。它计算逆变器开关的最佳位置转换顺序,以跟踪速度参考轨迹。所提出的分析非线性MPC控制器包括一个积分作用,以减少稳态误差。建议的控制器允许实时实施。仿真结果表明,与传统DTC相比,该新分析方法具有良好的跟踪特性,同时将平均逆变器开关频率降低了93%。

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