Agile Manufacturing Resource Excavating and Predicating Based on 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.