Design of a Teat Cup Attachment Robot for Automatic Milking Systems
Automatic milking systems (AMSs) for medium and large dairy farms in China require manual assistance to attach the teat cup, which greatly affects the milking efficiency and labor costs. In this regard, it is necessary to realize the automatic completion of cow teat attachment work. To address this...
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Published in | Agriculture (Basel) Vol. 13; no. 6; p. 1273 |
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Format | Journal Article |
Language | English |
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Abstract | Automatic milking systems (AMSs) for medium and large dairy farms in China require manual assistance to attach the teat cup, which greatly affects the milking efficiency and labor costs. In this regard, it is necessary to realize the automatic completion of cow teat attachment work. To address this issue, the authors developed a teat cup attachment robot for an AMS based on the theory of the solution of inventive problems (TRIZ). Specifically, we developed an enhanced algorithm for teat detection and designed a six-degree-of-freedom manipulator with integrated drive control. The design parameters were simulated and analyzed to validate their efficacy, while the rationality of the manipulator’s movement during teat cup attachment was verified. The maximum displacement and angle error of the cup was 1.625 mm and 1.216 mm, respectively, as verified by the teat cup attachment error test. A dynamic response test showed that the manipulator could follow the teat of the cow in real time. The attachment time for teat cups was 21 s per cow, with a success rate of 98%. The performance of the teat cup attachment robot was capable of meeting the automatic attachment teat cup needs for medium and large dairy farms during milking. |
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AbstractList | Automatic milking systems (AMSs) for medium and large dairy farms in China require manual assistance to attach the teat cup, which greatly affects the milking efficiency and labor costs. In this regard, it is necessary to realize the automatic completion of cow teat attachment work. To address this issue, the authors developed a teat cup attachment robot for an AMS based on the theory of the solution of inventive problems (TRIZ). Specifically, we developed an enhanced algorithm for teat detection and designed a six-degree-of-freedom manipulator with integrated drive control. The design parameters were simulated and analyzed to validate their efficacy, while the rationality of the manipulator’s movement during teat cup attachment was verified. The maximum displacement and angle error of the cup was 1.625 mm and 1.216 mm, respectively, as verified by the teat cup attachment error test. A dynamic response test showed that the manipulator could follow the teat of the cow in real time. The attachment time for teat cups was 21 s per cow, with a success rate of 98%. The performance of the teat cup attachment robot was capable of meeting the automatic attachment teat cup needs for medium and large dairy farms during milking. |
Audience | Academic |
Author | Wang, Chengjun Ding, Fan Ling, Liuyi Li, Shaoqiang |
Author_xml | – sequence: 1 givenname: Chengjun surname: Wang fullname: Wang, Chengjun – sequence: 2 givenname: Fan orcidid: 0009-0009-8229-2337 surname: Ding fullname: Ding, Fan – sequence: 3 givenname: Liuyi orcidid: 0000-0001-5309-802X surname: Ling fullname: Ling, Liuyi – sequence: 4 givenname: Shaoqiang surname: Li fullname: Li, Shaoqiang |
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SubjectTerms | Accuracy agriculture Algorithms AMS Animal husbandry Attachment Cattle China cows Dairy cattle Dairy farming Dairy farms deep learning Design Design parameters Dynamic response Efficiency Energy consumption Farms labor Labor costs Manipulators Milk Milking Robotics Robots simulation design teat cup attachment robot TRIZ |
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