With the development of information and computer network technology, cloud manufacturing has been developing rapidly, industrial robots (IRs) as a vital symbol and an advanced technology of manufacturing industry, in scheduling service, the constantly changing information data will result in the corresponding vary of the manufacturing capability. Under a fixed constraint of some capability service request, this will decrease the number of the optimal solutions and provide the inaccurate service to users. So it is important to make the manufacturing capability stable and obtain more optimal solutions to satisfy the constraint, thus the dynamic assessment of manufacturing capability based on information feedback is investigated in this paper. A set of indicators is established considering the IRs’ manufacturing capability and a new dynamic assessment model is proposed to achieve the actual data and the expected data information feedback, using the “normal distribution” model, which can correct the assessment weight. By the way, a case study is simulated in the MATLAB, which shows the reliability and reasonability of this method in evaluate the manufacturing capability in IR.
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ASME 2017 12th International Manufacturing Science and Engineering Conference collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing
June 4–8, 2017
Los Angeles, California, USA
Conference Sponsors:
- Manufacturing Engineering Division
ISBN:
978-0-7918-5074-9
PROCEEDINGS PAPER
Dynamic Manufacturing Capability Assessment of Industrial Robots Based on Feedback Information in Cloud Manufacturing Available to Purchase
Zeyu Zhang,
Zeyu Zhang
Wuhan University of Technology, Wuhan, China
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Wenjun Xu,
Wenjun Xu
Wuhan University of Technology, Wuhan, China
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Quan Liu,
Quan Liu
Wuhan University of Technology, Wuhan, China
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Zude Zhou,
Zude Zhou
Wuhan University of Technology, Wuhan, China
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Duc Truong Pham
Duc Truong Pham
University of Birmingham, Birmingham, UK
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Zeyu Zhang
Wuhan University of Technology, Wuhan, China
Wenjun Xu
Wuhan University of Technology, Wuhan, China
Quan Liu
Wuhan University of Technology, Wuhan, China
Zude Zhou
Wuhan University of Technology, Wuhan, China
Duc Truong Pham
University of Birmingham, Birmingham, UK
Paper No:
MSEC2017-2704, V003T04A027; 6 pages
Published Online:
July 24, 2017
Citation
Zhang, Z, Xu, W, Liu, Q, Zhou, Z, & Pham, DT. "Dynamic Manufacturing Capability Assessment of Industrial Robots Based on Feedback Information in Cloud Manufacturing." Proceedings of the ASME 2017 12th International Manufacturing Science and Engineering Conference collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing. Volume 3: Manufacturing Equipment and Systems. Los Angeles, California, USA. June 4–8, 2017. V003T04A027. ASME. https://doi.org/10.1115/MSEC2017-2704
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