Fuzzy Self-Tuning Speed Control of an Indirect Field-Oriented Control Induction Motor Drive
- 18 November 2008
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Industry Applications
- Vol. 44 (6), 1732-1740
- https://doi.org/10.1109/tia.2008.2006342
Abstract
The field-oriented control of induction machines is widely used in high-performance applications. However, detuning caused by parameter disturbances still limits the performance of these drives. In order to accomplish variable-speed operation, conventional PID-like controllers are commonly used. These controllers provide limited good performance over a wide range of operation, even under ideal field-oriented conditions. An alternate approach is to use the so-called ldquofuzzyrdquo controller. In this paper, a self-tuning fuzzy controller is implemented. The proposed controller has the ability to adjust its parameters online according to the error between actual machine speed and a model reference. The scheme is compared to the conventional proportional-integral control and validated by simulation and experimental tests of both control techniques.Keywords
This publication has 22 references indexed in Scilit:
- New self-tuning fuzzy PI control of a novel doubly salient permanent-magnet motor driveIEEE Transactions on Industrial Electronics, 2006
- Design of a multilevel fuzzy controller for nonlinear systems and stability analysisIEEE Transactions on Fuzzy Systems, 2005
- Self-tuning fuzzy logic speed controller for induction motor drivesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Adaptive fuzzy sliding-mode control for electrical servo driveFuzzy Sets and Systems, 2004
- Fuzzy model reference self-tuning controllerPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Application of self-adjusting fuzzy controller in a vector-controlled induction motor drivePublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Hybrid control for induction servomotor driveIEE Proceedings - Control Theory and Applications, 2002
- Fuzzy learning enhanced speed control of an indirect field-oriented induction machine driveIEEE Transactions on Control Systems Technology, 2000
- A robust self-tuning scheme for PI- and PD-type fuzzy controllersIEEE Transactions on Fuzzy Systems, 1999
- Fuzzy adaptive vector control of induction motor drivesIEEE Transactions on Power Electronics, 1997