# A digital twin-driven hybrid approach for the prediction of performance degradation in transmission unit of CNC machine tool

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-digital-twin-driven-hybrid-approach-for-the-prediction-of-performance/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Xin Yang,Yan Ran,Genbao Zhang,Hongwei Wang,Zongyi Mu,Shengguang Zhi |
| Citations | 141 |
| DOI | 10.1016/j.rcim.2021.102230 |
| Fields | Engineering |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3190840618 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Genbao Zhang](https://scholariq.org/researchers/genbao-zhang/)

## Paper journal

- [Robotics and Computer-Integrated Manufacturing](https://scholariq.org/journals/robotics-and-computer-integrated-manufacturing/)

## Paper primary topic

- [Digital Transformation in Industry](https://scholariq.org/topics/digital-transformation-in-industry/)

## Paper topics

- [Digital Transformation in Industry](https://scholariq.org/topics/digital-transformation-in-industry/)
- [Advanced machining processes and optimization](https://scholariq.org/topics/advanced-machining-processes-and-optimization/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.