Back to Search
Start Over
Discrete-time adaptive fuzzy speed regulation control for induction motors with input saturation via command filtering
- Source :
- Journal of the Franklin Institute. 356:6145-6159
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- A discrete-time adaptive fuzzy control method is introduced to achieve the speed regulation for induction motors (IMs) with input saturation via command filtering in this paper. First, the continuous model of IMs drive system is transformed into discrete-time form by using Euler formula. Then, the fuzzy logic systems are used to approximate the unknown nonlinear functions in the discrete-time drive system. In addition, the command filtering control method is introduced to overcome the “explosion of complexity” problem in the design process of traditional backstepping method. It is verified that all the closed-loop signals are bounded and the outputs can track the given reference signals well. Finally, simulation results illustrate the validity of the discrete-time control method.
- Subjects :
- 0209 industrial biotechnology
Computer Networks and Communications
Computer science
Continuous modelling
Applied Mathematics
02 engineering and technology
Fuzzy control system
Fuzzy logic
symbols.namesake
Nonlinear system
020901 industrial engineering & automation
Discrete time and continuous time
Control and Systems Engineering
Control theory
Backstepping
Signal Processing
0202 electrical engineering, electronic engineering, information engineering
Euler's formula
symbols
020201 artificial intelligence & image processing
Induction motor
Subjects
Details
- ISSN :
- 00160032
- Volume :
- 356
- Database :
- OpenAIRE
- Journal :
- Journal of the Franklin Institute
- Accession number :
- edsair.doi...........49773e6a2120ed02253227db1aa151e3
- Full Text :
- https://doi.org/10.1016/j.jfranklin.2019.05.023