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Dynamic surface control algorithm of flexible manipulator driven by position and velocity disturbance factors
Shixi Tang1,2, Yu Wang3, Hongyong Deng1
1School of Data Science and Information Engineering, Guizhou Minzu University, Gui Yang, 550000, China.
A novel dynamic surface control algorithm enhances flexible manipulator performance. This new method improves link angular position and rotor angular velocity convergence accuracy, boosting overall system stability.
Area of Science:
- Robotics and Control Systems
- Mechanical Engineering
Background:
- Classic adaptive control for flexible manipulators exhibits limitations in achieving precise convergence for link angular position and rotor angular velocity parameters.
- Existing methods struggle to optimize the dynamic surface control, impacting overall manipulator accuracy and stability.
Purpose of the Study:
- To introduce a novel dynamic surface control algorithm for flexible manipulators that addresses the convergence accuracy limitations of traditional methods.
- To enhance the stability and precision of flexible manipulators through optimized control strategies.
Main Methods:
- Development of a new dynamic surface control algorithm incorporating position and velocity perturbation factors.
- Design of specific linear, offset, and functional factors to optimize the virtual control law.
- Comparative analysis against classic adaptive control algorithms for flexible manipulators.
Main Results:
- Significant improvement in the convergence accuracy of link angular position parameters from 84% to 98%.
- Substantial enhancement in the convergence accuracy of rotor angular velocity parameters from 90% to 98%.
- Demonstrated increase in the overall stability of the flexible manipulator system.
Conclusions:
- The proposed dynamic surface control algorithm effectively overcomes the convergence accuracy issues in flexible manipulators.
- The optimized control strategy leads to superior performance in both position and velocity parameter convergence.
- This advancement offers a more stable and accurate solution for controlling flexible manipulator systems.
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