Study on Intelligent Decision Architecture of Online Data Acquisition and Analysis System
To better improve the production capacity and control efficiency of discrete manufacturing workshops, a decision system architecture based on online acquisition and data analysis is proposed, and its architecture and operation process are described. Furthermore, the key supporting function such as manufacturing data detection and acquisition based on internet of things, data analysis for production control, production optimization decision based on data analysis were further studied. Ultimately, a prototype system was built, as well as its functionality was validated by the past actual data. It has good reference value to provides technical support and software foundation for subsequent research and performance verification.
Authors
- D. Liu (ORCID: https://orcid.org/0000-0002-6431-8515)
- Qiang Li (ORCID: https://orcid.org/0000-0003-0096-7679)
- Hong Juan Yan (ORCID: https://orcid.org/0000-0003-0285-3704)
- Michelle N. Gong (ORCID: https://orcid.org/0000-0001-7952-5384)
- Chenglong Yu (ORCID: https://orcid.org/0000-0003-4420-004X)
Institutions
- Beijing Institute of Technology (CN)
Publication Details
- Published
- 2024-11-23
- DOI
- https://doi.org/10.1109/icngn63705.2024.10871648
- Primary Topic
- Machine Fault Diagnosis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00