Back to Search
Start Over
Linear inverted pendulum control based on improved ADRC
- Source :
- Systems Science & Control Engineering, Vol 7, Iss 3, Pp 1-12 (2019)
- Publication Year :
- 2019
- Publisher :
- Informa UK Limited, 2019.
-
Abstract
- An improved active disturbance rejection control (ADRC) strategy is proposed for the control precision improvement of the trolley position and the pendulum angle of the linear inverted pendulum. First, a new nonlinear function with improved continuity and conductivity around the zero point is designed. On the basis of this new function, the control rates of the extended state observer (ESO) and the nonlinear state error feedback (NSEF) of the traditional ADRC controller are improved. Second, with the improved ESO, the various disturbances of the trolley position and the swing angle of the first-order linear inverted pendulum are expanded into two states. These two states are then observed in real time and linearly compensated. Third, with the improved control rate of the NSEF, the nonlinear integration method is adopted to nonlinearly combine the differential and the error differentials and subsequently provide high quality control to the system. Finally, simulation and experimental verification of the linear inverted pendulum control system based on the improved ADRC are conducted. Results show that the proposed control strategy has higher control precision and robustness than the double-closed-loop PID.
- Subjects :
- 0209 industrial biotechnology
Control and Optimization
lcsh:Control engineering systems. Automatic machinery (General)
Inverted pendulum control
Physics::Physics Education
02 engineering and technology
first-order linear inverted pendulum
Physics::Classical Physics
Active disturbance rejection control
Improved active disturbance rejection control strategy
lcsh:TA168
Inverted pendulum
lcsh:TJ212-225
Physics::Popular Physics
020901 industrial engineering & automation
lcsh:Systems engineering
Artificial Intelligence
Control and Systems Engineering
Control theory
Position (vector)
improved extended state observer
improved nonlinear state error feedback
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Mathematics
Subjects
Details
- ISSN :
- 21642583
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- Systems Science & Control Engineering
- Accession number :
- edsair.doi.dedup.....80642db5740cf3a8917393a5b6bffcfc
- Full Text :
- https://doi.org/10.1080/21642583.2019.1625081