Design and Implementation of a State-feedback Controller Using LQR Technique
Source abstract
Abstract
The main objective of this research is to design a state-feedback controller for the rotary inverted pendulum module utilizing the linear quadratic regulator (LQR) technique. The controller maintains the pendulum in the inverted (upright) position and is robust enough to reject external disturbance to maintain its stability. The research work involves three major contributions: mathematical modeling, simulation, and real-time implementation. To design a controller, mathematical modeling has been done by employing the Newton-Euler, Lagrange method. The resulting model was nonlinear so linearization was required, which has been done around a working point. For the estimation of the controller parameters, MATLAB LQR function has been utilized. Simulation has been performed for the designed controller and it also has been implemented and tested over the real inverted pendulum. From the results, it is vivid that the designed controller keeps the inverted pendulum in an upright position and rejects the disturbances and falling under gravitational force by adjusting the rotation of the horizontal link.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Engineering and Technology Innovations · Experimental and Theoretical Physics Studies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (38)
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1. Analytical and experimental analyses of nonlinear vibrations in a rotary inverted pendulum10.1007/s11071-021-06969-0 ↗
2. Adaptive finite-time command-filtered backstepping sliding mode control for stabilization of a disturbed rotary-inverted-pendulum with experimental validation
3. A nonlinear hybrid controller for swinging-up and stabilizing the rotary inverted pendulum10.1007/s11071-021-06317-2 ↗
4. Rotary inverted pendulum identification for control by paraconsistent neural networ10.1109/ACCESS.2021.3080176 ↗
5. A LQR-based neural-network controller for fast stabilizing rotary inverted pendulum
6. A real-time HIL control system on rotary inverted pendulum hardware platform based on double deep Q-network10.1177/00202940211000380 ↗
7. Double loop DR-PID control of a rotary inverted pendulum
8. Design of rotary inverted pendulum swinging-up and stabilizing10.21533/pen.v9i4.2453 ↗
9. Bond graph modelling of a rotary inverted pendulum on a wheeled cart10.5815/ijmecs.2021.06.03 ↗
10. Stabilization of rotary inverted pendulum using PID controller
11. Real-time stabilization control of a rotary inverted pendulum using LQR-based sliding mode controller10.1007/s13369-020-05161-7 ↗
12. Current development on using rotary inverted pendulum as a benchmark for testing linear and nonlinear control algorithms10.1016/j.ymssp.2018.06.054 ↗
13. Robust stabilisation of rotary inverted pendulum using intelligently optimised nonlinear self-adaptive dual fractional-order PD controllers10.1080/00207721.2019.1615575 ↗
14. Real-time control of a rotary inverted pendulum using robust LQR-based ANFIS controller10.1515/ijnsns-2017-0139 ↗
15. Design and implementation of fractional PID controller for rotary inverted pendulum
16. Design of optimized fuzzy cascade controllers by means of hierarchical fair competition-based genetic algorithms10.1016/j.eswa.2009.03.027 ↗
17. Nath · IEEE Recent Advances in Engineering and Computational Sciences (RAECS) · 2014 · 1
18. Experimental verification and comparison of different stabilizing controllers for a rotary inverted pendulum
19. Stability analysis and design of pi controller using kharitnov polynomial for rotary inverted pendulum
20. Energy based swing-up controller design using phase plane method for rotary inverted pendulum
21. Nonlinear/linear switched control of inverted pendulum system: stability analysis and real-time implementation10.1155/2019/2391587 ↗
22. A robust 3-D medical watermarking based on wavelet transform for data protection10.32604/csse.2022.022305 ↗
23. Robust reversible audio watermarking scheme for telemedicine and privacy protection10.32604/cmc.2022.022304 ↗
24. Analytical solution of magneto-photothermal theory during variable thermal conductivity of a semiconductor material due to pulse heat flux and volumetric heat source10.1080/17455030.2020.1717673 ↗
25. Thermal-piezoelectric problem of a semiconductor medium during photo-thermal excitation10.1080/17455030.2020.1757784 ↗
26. Effect of rotation and magnetic field on a numerical-refined heat conduction in a semiconductor medium during photo-excitation processes10.1140/epjp/s13360-021-01552-3 ↗
27. Variable thermal conductivity and hyperbolic two-temperature theory during magneto-photothermal theory of semi-conductor induced by laser pulses10.1140/epjp/s13360-021-01633-3 ↗
28. Numerical solution technique for solving isoperimetric variational problems10.1142/S0129183121500029 ↗
29. Laplace transform method for solving nonlinear biochemical reaction model and nonlinear Emden-Fowler system
30. Reduced differential transform method for solving fractional-order biological systems
31. Numerical solutions for solving model time-fractional Fokker–Planck equation10.1002/num.22570 ↗
32. The chebyshev collection method for solving fractional order klein-gordon equation
33. Numerical solution of 12th order boundary value problems by using homotopy perturbation method10.22436/jmcs.001.01.03 ↗
34. General fractional financial models of awareness with Caputo-Fabrizio derivative10.1177/1687814020975525 ↗
35. A numerical method for solving the Rubella ailment disease model10.1142/S0129183121500972 ↗
36. Numerical solution and dynamical behaviors for solving fractional nonlinear rubella ailment disease model10.1016/j.rinp.2021.104091 ↗
37. Optimal and memristor-based control of a nonlinear fractional tumor-immune model10.32604/cmc.2021.015161 ↗
38. Design and implement of LQR controller for a self-balancing unicycle robot