Design and implementation of multi-source heterogeneous data production management platform for textile machinery workshop

Yuanzhi Wang; Yiping Yuan; Panpan Fan; Guoqing Pei

doi:10.1117/12.2682029

16 June 2023 Design and implementation of multi-source heterogeneous data production management platform for textile machinery workshop

Yuanzhi Wang, Yiping Yuan, Panpan Fan, Guoqing Pei

Author Affiliations +

Proceedings Volume 12639, Third International Conference on Mechanical Design and Simulation (MDS 2023); 126390R (2023) https://doi.org/10.1117/12.2682029
Event: Third International Conference on Mechanical Design and Simulation (MDS 2023), 2023, Xi'an, China

Abstract

Aiming at the integration, transmission and sharing of multi-source heterogeneous data in the production process of textile machinery manufacturing enterprises, and combining with the actual production of enterprises, an enterprise-oriented business process model is built, a workshop manufacturing process data management model is established, and the production data is preprocessed such as anomaly correction, time registration, timing data complement, etc., and the ontology-based heterogeneous data integration method is adopted, realized the data integration and sharing of intelligent production in textile machinery manufacturing workshop, and provided data support for digital twin platform and simulation optimization decision; the digital workshop data integration management system is designed and developed. Through the integration of SAP, SCADA and other system data, the production progress tracking, equipment operation monitoring and production-related data statistical analysis are realized, and three-dimensional visualization is carried out in combination with three-dimensional models to meet the data management requirements of the workshop.

Citation Download Citation

Yuanzhi Wang, Yiping Yuan, Panpan Fan, and Guoqing Pei "Design and implementation of multi-source heterogeneous data production management platform for textile machinery workshop", Proc. SPIE 12639, Third International Conference on Mechanical Design and Simulation (MDS 2023), 126390R (16 June 2023); https://doi.org/10.1117/12.2682029

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available