Abstract
To solve the problem that information collection was not timely and information accuracy guarantee was costly because of gathering and recording on-site technical state in the production process with a manual manner, a technical state control technology based on Internet of manufacturing-related things was proposed. Through four-layer processing structure of information identification-data cleansing-data fusion-state evaluation, the technical state control model of aerospace product in production process based on Internet of manufacturing-related things was built. Aiming at the inaccuracy of collected data, a data cleaning method was put forward. A data fusion method based on rough set and D-S evidence theory was put forward to acquire technical state real-timely and accurately. The migration of technical state would be grasped through evaluation between physical state and target state. A space factory was taken as the application object to verify the feasibility of proposed technology.
| Original language | English |
|---|---|
| Pages (from-to) | 1781-1789 |
| Number of pages | 9 |
| Journal | Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS |
| Volume | 21 |
| Issue number | 7 |
| DOIs | |
| State | Published - 1 Jul 2015 |
Keywords
- Aerospace product
- Internet of manufacturing-related things
- Internet of things
- Production process
- Technical state
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