Paper
23 November 2022 Research on position control of bionic waist joint driven by pneumatic artificial muscle
Zili Xu, Jiahui Qiu, Hui Zhang
Author Affiliations +
Proceedings Volume 12302, Seventh International Conference on Electromechanical Control Technology and Transportation (ICECTT 2022); 1230214 (2022) https://doi.org/10.1117/12.2645462
Event: Seventh International Conference on Electromechanical Control Technology and Transportation (ICECTT 2022), 2022, Guangzhou, China
Abstract
As the most critical part of the overall structure of imitation human robots, bionic waist joint needs to be good and flexible in addition to the basic motion function of the waist joint to ensure that when it is applied to imitating robots, it can be more consistent with the physiological characteristics of the human waist joint. This paper proposes a bionic waist joint system composed of two bionic waist joint units based on the 3-DOF (degree of freedom) parallel mechanism driven by pneumatic artificial muscle. The kinematic analysis of the bionic waist joint unit mechanism and system is carried out, respectively. For the non-linear characteristics of pneumatic artificial muscle, its mathematics model is optimized. The dynamics model of bionic waist joint is derived. For the bionic waist joint’s position control, the PID controller and the RBF-PID controller are designed, and the proportional integral differential (PID) control algorithm and radial basis function neural network (RBF) tuning PID parameter control algorithm are studied, respectively. The simulation results show that both PID control and RBF-PID control achieve a relatively ideal effect on joint position control, but the BPPID control algorithm is better than PID control.
© (2022) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Zili Xu, Jiahui Qiu, and Hui Zhang "Research on position control of bionic waist joint driven by pneumatic artificial muscle", Proc. SPIE 12302, Seventh International Conference on Electromechanical Control Technology and Transportation (ICECTT 2022), 1230214 (23 November 2022); https://doi.org/10.1117/12.2645462
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Biomimetics

Artificial muscles

Mathematical modeling

Control systems

Neural networks

Robots

Evolutionary algorithms

Back to Top