Proceedings of the 3rd International Conference on Mechatronics, Robotics and Automation

Agile Manufacturing Resource Excavating and Predicating Based on Time Series Model

Authors
Linghong Lai, Xiaofang Wang
Corresponding Author
Linghong Lai
Available Online April 2015.
DOI
https://doi.org/10.2991/icmra-15.2015.223How to use a DOI?
Keywords
Agile manufacturing; Resources scheduling; Time series model
Abstract
To meet manufacturing resource selection and scheduling demand in agile manufacturing mode resource management environment, agile manufacturing resource ontology infrastructure was established by means of agile manufacturing resource modulation metadata and ontology. On this basis, agile manufacturing resource excavating and predicating strategy was constructed by the HMM (Hide Markov Model) of time series model. Finally, agile manufacturing resource excavating and predicating model was established to provide a supply for manufacturing resource selection and scheduling in agile manufacturing resource management environment, and to provide an approach for the knowledge extension of agile manufacturing resource excavating and predicating, and for the performance improvement of agile manufacturing mode.
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This is an open access article distributed under the CC BY-NC license.

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Volume Title
Proceedings of the 3rd International Conference on Mechatronics, Robotics and Automation
Series
Advances in Computer Science Research
Publication Date
April 2015
ISBN
978-94-62520-76-9
ISSN
2352-538X
DOI
https://doi.org/10.2991/icmra-15.2015.223How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Linghong Lai
AU  - Xiaofang Wang
PY  - 2015/04
DA  - 2015/04
TI  - Agile Manufacturing Resource Excavating and Predicating Based on Time Series Model
BT  - Proceedings of the 3rd International Conference on Mechatronics, Robotics and Automation
PB  - Atlantis Press
SP  - 1153
EP  - 1157
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmra-15.2015.223
DO  - https://doi.org/10.2991/icmra-15.2015.223
ID  - Lai2015/04
ER  -