Title :
A transputer-based adaptive speed controller for AC induction motor drives with load torque estimation
Author :
Tsai, Ming-Fa ; Tzou, Ying-Yu
Author_Institution :
Power Electron. & Motion Control Lab., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
This paper presents the design and implementation of an adaptive speed controller with load torque estimation for AC induction motor drives using transputer-based parallel processing technique. This adaptive speed controller that precedes the field-oriented control loop consists of a two-degree-of-freedom controller and an estimator-based load-torque feedforward compensator. The controller is designed by using pole-placement technique with polynomial manipulations. Its parameters are adjusted adaptively in terms of estimated model parameters. The model estimation uses a second-order least-squares estimator with constant trace for the avoidance of estimator windup. The load torque estimation uses a first-order least-squares estimator with variable forgetting factor and covariance resetting to detect slow and sudden change of torque disturbance, respectively. The resulting adaptive controller is implemented in parallel using IMS T800-20 transputers. Experimental results show the robustness of the proposed control method against varying load and torque disturbance
Keywords :
adaptive control; compensation; feedforward; induction motor drives; least squares approximations; machine control; parameter estimation; robust control; transputers; velocity control; AC induction motor drives; IMS T800-20 transputers; covariance resetting; estimator-based load-torque feedforward compensator; field-oriented control loop; first-order least-squares estimator; load torque estimation; pole-placement technique; polynomial manipulations; robustness; second-order least-squares estimator; transputer-based adaptive speed controller; transputer-based parallel processing technique; two-degree-of-freedom controller; variable forgetting factor; Adaptive control; Induction motor drives; Induction motors; Parallel processing; Parameter estimation; Polynomials; Programmable control; Robust control; Torque control; Windup;
Conference_Titel :
Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-2645-8
DOI :
10.1109/IACET.1995.527611