Title :
Space vector modulation based fast speed response field-orientation control of induction motor drive with adaptive neural integrator
Author :
Roy, Naruttam Kumar ; Rafiq, Md Abdur ; Ghosh, B.C.
Author_Institution :
Dept. of Electr. & Electron. Eng., Khulna Univ. of Eng. & Technol., Khulna, Bangladesh
Abstract :
This paper presents a novel fast speed response control strategy for the poly-phase induction motor drive system based on flux angle. The control scheme is derived in rotor field coordinates and employs the estimation of the rotor flux and its position. An adaptive notch filter is proposed to eliminate the dc component of the integration of signals used for the rotor flux estimation. To improve the performance of the rotor flux estimator, derivative term of the back emf is incorporated in the system. The voltage components in the synchronous reference frame are generated in the controllers which are transformed to stationary reference frame for driving the motor. Space vector modulation technique is used here. Simulation of the drive system was carried out and the results were compared with those obtained for a system that produces the above mentioned voltage components using the conventional PI controller. It is observed that the proposed control methodology provides faster response than the conventional PI controller incorporated system.
Keywords :
adaptive filters; feedforward neural nets; induction motor drives; machine vector control; recurrent neural nets; velocity control; PI controller; adaptive neural integrator; adaptive notch filter; fast speed response field orientation control; flux angle; induction motor drive; polyphase induction motor drive system; rotor field coordination; rotor flux estimation; space vector modulation; Field-orientation control; flux angle; induction motor; neural integrator; space vector modulation;
Conference_Titel :
Electrical and Computer Engineering (ICECE), 2010 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4244-6277-3
DOI :
10.1109/ICELCE.2010.5700734