Fuzzy logic enhanced speed control of an indirect field-oriented induction machine drive
- 1 September 1997
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Electronics
- Vol. 12 (5), 772-778
- https://doi.org/10.1109/63.622994
Abstract
Field orientation control (FOC) of induction machines has permitted fast transient response by decoupled torque and flux control, However, field orientation detuning caused by parameter variations is a major difficulty for indirect FOC methods. Traditional probability density function (PID) controllers have trouble meeting a wide range of speed tracking performance even when proper field orientation is achieved, PLD controller performance is severely degraded when detuning occurs, This paper presents a fuzzy logic design approach that can meet the speed tracking requirements even when detuning occurs. computer simulations and experimental results obtained via a general-purpose digital signal processor (DSP) system are presented.Keywords
This publication has 6 references indexed in Scilit:
- Fuzzy logic application for intelligent control of a variable speed driveIEEE Transactions on Energy Conversion, 1994
- Application of fuzzy logic in the speed control of AC servo system and an intelligent inverterIEEE Transactions on Energy Conversion, 1993
- An Introduction to Fuzzy ControlPublished by Springer Science and Business Media LLC ,1993
- Saturation effects in field-oriented induction machinesIEEE Transactions on Industry Applications, 1990
- Study of Parameter Sensitivity in High-Performance Inverter-Fed Induction Motor Drive SystemsIEEE Transactions on Industry Applications, 1987
- The Influence of Motor Parameter Deviations in Feedforward Field Orientation Drive SystemsIEEE Transactions on Industry Applications, 1985