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Author:

Wang, Pengyu (Wang, Pengyu.) | Gao, Guohua (Gao, Guohua.) | Li, Hao (Li, Hao.) | Feng, Yongbing (Feng, Yongbing.)

Indexed by:

EI Scopus SCIE

Abstract:

The milking manipulator is the primary operator of the Automatic Milking System (AMS), capable of automating processes such as cup attachment, teat massage, and milking to reduce labor intensity and enhance production quality and efficiency. However, current manipulators generally suffer from issues such as excessive size, insufficient flexibility, and low efficiency. This paper mainly presents a dexterous manipulator with a Rigid-Flexible Coupling End-Effector (RFCE), featuring flexible finger mechanisms that can switch between various states to accommodate different cup attachment stages and adapt to teats in various spatial orientations. Firstly, through an introduction to the structural design, hardware architecture, and software system of the robot, the design philosophy and operational principle of the robot system are comprehensively elucidated. Subsequently, the forward kinematic model of the manipulator is proposed and the inverse kinematic model based on the semi-analytical method is established. The workspace, dexterity, and efficacy of the inverse solution algorithm were analyzed through simulation. Then, a static model of the flexible joint was formulated based on the Cosserat theory. The deformation behavior of the flexible joint was analyzed, and the kinematic model was adjusted accordingly. Finally, experiments are conducted to validate the static model, the manipulator's positioning accuracy, and the actual task performance. Experimental data shows that the manipulator's absolute positioning accuracy is 1.32 mm, with a single cup attachment time of no more than 6 s and a success rate of no less than 95 %. Simulation and experimental results indicate that the developed dexterous manipulator possesses excellent flexibility and the capability to perform milking operations. © 2024 Elsevier B.V.

Keyword:

Flexible manipulators Inverse kinematics Inverse problems Machine design End effectors Flexible couplings

Author Community:

  • [ 1 ] [Wang, Pengyu]College of Mechanical & Energy Engineering, Beijing University of Technology, Beijing, China
  • [ 2 ] [Gao, Guohua]College of Mechanical & Energy Engineering, Beijing University of Technology, Beijing, China
  • [ 3 ] [Li, Hao]College of Mechanical & Energy Engineering, Beijing University of Technology, Beijing, China
  • [ 4 ] [Feng, Yongbing]College of Mechanical & Energy Engineering, Beijing University of Technology, Beijing, China

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Source :

Computers and Electronics in Agriculture

ISSN: 0168-1699

Year: 2025

Volume: 229

8 . 3 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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