Study on data collection in production system based on key-node model

Author

Wenqiang, Mao ; Yaoguang, Hu ; Jialin, Han ; Haisheng, Li ; Jingwen, Li

Author_Institution

Beijing Inst. of Technol., Beijing, China

fYear

2012

fDate

18-20 July 2012

Firstpage

2023

Lastpage

2028

Abstract

The poor data integration, low data accuracy and real-time capability are becoming the main problems for current production system, which could also result in inadaptability to intelligent production systems in the future. Via studying on the data sets collected in critical moment, a key-node data model is proposed. The model achieves the effective integration of static and dynamic resource information in workshop based on a unified data structure. It improves the data integration, accuracy and real-time capability and well supports the visual monitoring of production systems. Finally, with a Beijing resistance company as the background, the feasibility and effectiveness of the key-node data model is verified.

Keywords

data integration; data models; data structures; process monitoring; production engineering computing; real-time systems; resource allocation; Beijing resistance company; data accuracy; data collection; data integration; dynamic resource information; intelligent production systems; key-node data model; real-time capability; static resource information; unified data structure; visual monitoring; Conferences; Data models; Production systems; Real-time systems; Standards; Data Collection; Key Node; Production System;

fLanguage

English

Publisher

ieee

Conference_Titel

Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on

Conference_Location

Singapore

Print_ISBN

978-1-4577-2118-2

Type

conf

DOI

10.1109/ICIEA.2012.6361062

Filename

6361062