Agile Manufacturing Resource Excavating and Predicating Based on Time Series Model
Linghong Lai, Xiaofang Wang
Available Online April 2015.
- https://doi.org/10.2991/icmra-15.2015.223How to use a DOI?
- Agile manufacturing; Resources scheduling; Time series model
- 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.
- 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 -