Back to Search
Start Over
Fractional-Order Fuzzy PID Contouring Control for a VCMs-Based X-Y Motion Stage
- Source :
- 2020 6th International Conference on Control, Automation and Robotics (ICCAR).
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- The object of this study is to develop a fractional-order fuzzy proportional-integral-derivative (FOFPID) control system for controlling the mover position of a voice coil motors (VCMs)-based x-y motion stage. First, the operating principle and dynamics of the VCMs-based x-y motion stage are analyzed. Then, a design of the fractional-order proportional-integral-derivative (FOPID) control system is introduced on the basis of the fractional calculus. With the additional degree of freedom to the control parameters, the FOPID controller can upgrade the contouring performance levels of the conventional proportional-integral-derivative (PID) controller in transient and steady-state responses with respect to the dynamic of the VCMs-based x-y motion stage. To further improve the control response of the FOPID controller, the FOFPID control system is thus designed by integrating a fuzzy logic controller. Finally, to evaluate and compare the contouring performances of the PID, FOPID, FOFPID control systems, two test conditions are provided which are the nominal condition and payload condition. Experimental results demonstrated that the developed FOFPID controller outperforms conventional PID and FOPID controllers with regard to the VCM-based x-y motion stage under both conditions. The good stability and smoothness against to the parameter variations of the FOFPID can also be observed clearly.
- Subjects :
- 0209 industrial biotechnology
Contouring
Computer science
020208 electrical & electronic engineering
PID controller
Voice coil
02 engineering and technology
Fuzzy control system
Fuzzy logic
Fractional calculus
020901 industrial engineering & automation
Control theory
Control system
0202 electrical engineering, electronic engineering, information engineering
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 6th International Conference on Control, Automation and Robotics (ICCAR)
- Accession number :
- edsair.doi...........d234aee103cd1b505e64d8883615b710
- Full Text :
- https://doi.org/10.1109/iccar49639.2020.9108077