Title :
Research on Fuzzy Direct Torque Controlling System of Induction Machine with Fuzzy Speed Regulator
Author :
Yang, Jia-qiang ; Huang, Jin
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou
Abstract :
To reduce traditional direct torque control (DTC) system low speed control precision and the large torque ripple in low speed, a fuzzy control system of DTC was proposed. On the basis of conventional PI regulator, a fuzzy speed PI regulator was designed according to speed error and its rate of change, which could adjust the proportional coefficient kp and integral coefficient kp dynamically to adapt the system to the speed variations, and advanced the self-adaptation of speed. In voltage vector fuzzy controller model, the stator flux angle, the stator flux error, and the torque error are reasonably fuzzified into several fuzzy subsets to optimize selection of the voltage vector and decrease the torque ripple. The experimental results show that the proposed fuzzy control system not only can ensure swift speed response, small overshooting, and high steady speed precision, but also can effectively decrease torque ripple in low speed. Additionally, the system improves the observation precision of the stator flux and enhances the robustness of the whole system
Keywords :
PI control; asynchronous machines; fuzzy control; stability; torque control; velocity control; direct torque control system; fuzzy control system; fuzzy direct torque controlling system; fuzzy speed PI regulator; fuzzy speed regulator; fuzzy subsets; high steady speed precision; induction machine; large torque ripple; low speed control precision; small overshooting; speed self-adaptation; stator flux angle; stator flux error; stator flux observation precision; swift speed response; system robustness; torque error; torque ripple reduction; voltage vector fuzzy controller model; Control systems; Error correction; Fuzzy control; Fuzzy systems; Induction machines; Regulators; Stators; Torque control; Velocity control; Voltage control; Direct torque control (DTC); Fuzzy control; induction machine; speed regulator;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713573