Model identification control strategy for coupled elastic joint flexible load drive system based on NNSMC controller and new deformation description

D Shang, X Li, M Yin, F Li - Journal of the Franklin Institute, 2023 - Elsevier
In this study, a coupled elastic join-flexible load drive system is presented, which takes the
flexibility, friction torque, and the grasping object mass in flexible manipulators into account …

[HTML][HTML] Dynamic modeling and RBF neural network compensation control for space flexible manipulator with an underactuated hand

D Shang, LI Xiaopeng, YIN Meng, LI Fanjie - Chinese Journal of …, 2024 - Elsevier
In space operation, flexible manipulators and gripper mechanisms have been widely used
because of light weight and flexibility. However, the vibration caused by slender structures in …

Dynamic modeling and neural network compensation for rotating Euler-Bernoulli beam using a novel deformation description method

D Shang, X Li, M Yin, F Li - Mechanics Based Design of Structures …, 2023 - Taylor & Francis
Dynamic models that consider multiple nonlinear factors including the two-dimensional
deformation and higher-order modes are too computationally complex to be suitable for real …

Digital media teaching and effectiveness evaluation integrating big data and artificial intelligence

RY Zhang - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
With the development of digital media technology, its application in teaching and learning is
becoming more widespread. Digital media technology helps present information in …

Optimal design of robust control for belt conveyor systems based on fuzzy dynamic model and Nash game

D Zhang, Y Zhang, Y Yue, M Zhou, C Yuan… - Journal of the Franklin …, 2024 - Elsevier
An optimized robust control method is proposed in this paper to deal with the disturbances of
nonlinear factors such as uncertainty in belt conveyor and to realize the speed control of belt …

Dynamic modeling and vibration suppression for double flexible manipulator with a tip payload

S Zhou, X Li, M Yin, D Shang, Z Li - Journal of Mechanical Science and …, 2023 - Springer
In the manipulator transmission system, there are many nonlinear inducements, such as
flexibility and friction torque. It is easy to lead to fluctuations of the output rotation speed of …

Modeling and Rotation Control of Servo System With Flexible Structure Based on New Deformation Description

M Yin, D Shang, Y Ma, W Cao… - … ASME Transactions on …, 2024 - ieeexplore.ieee.org
The servo system with a flexible structure may experience speed fluctuations due to flexible
vibrations, leading to decreased control accuracy. This article introduces a speed fluctuation …

[HTML][HTML] Neural Network Robust Control Based on Computed Torque for Lower Limb Exoskeleton

Y Han, H Ma, Y Wang, D Shi, Y Feng, X Li, Y Shi… - Chinese Journal of …, 2024 - Springer
The lower limb exoskeletons are used to assist wearers in various scenarios such as
medical and industrial settings. Complex modeling errors of the exoskeleton in different …

[HTML][HTML] A Modified Robotic Manipulator Controller Based on Bernstein-Kantorovich-Stancu Operator

Q Zhang, M Mu, X Wang - Micromachines, 2022 - mdpi.com
With the development of intelligent manufacturing and mechatronics, robotic manipulators
are used more widely. There are complex noises and external disturbances in many …

Command smoothing-proxy sliding mode control of hydraulic servo system considering structural flexibility

W Wang, W Du - … of the Institution of Mechanical Engineers …, 2023 - journals.sagepub.com
In this study, a command smoothing-disturbance observer-based proxy sliding mode control
(CS-DPSMC) method is proposed for a class of hydraulic servo systems with structural …