Title :
Speed tracking of Linear Induction Motor: An analytical nonlinear Model Predictive Controller
Author :
Thomas, Jean ; Hansson, Anders
Author_Institution :
Div. of Autom. Control, Linkoping Univ., Linköping, Sweden
Abstract :
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.
Keywords :
PWM invertors; induction motor drives; linear induction motors; machine control; nonlinear control systems; position control; predictive control; torque control; velocity control; PWM inverter; analytical nonlinear MPC controller; analytical nonlinear model predictive controller; direct torque control; induction motor drives; linear induction motor; maximum allowable switching frequency; optimal 3-phase primary voltages; optimal position transitions sequence; position tracking control problem; pulse width modulation inverter; speed reference trajectory; speed tracking; variable switching frequency; Induction motors; Inverters; Mathematical model; Predictive models; Switching frequency; Trajectory;
Conference_Titel :
Control Applications (CCA), 2010 IEEE International Conference on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5362-7
Electronic_ISBN :
978-1-4244-5363-4
DOI :
10.1109/CCA.2010.5611317