# Tool digital twin based on knowledge embedding for precision CNC machine tools: Wear prediction for collaborative multi-tool

> Research article (Journal of Manufacturing Systems, 2025) · cited 50× · AI/ML

**Wikidata**: [openalex:W4408176073](https://www.wikidata.org/wiki/openalex:W4408176073)  
**Source**: https://4ort.xyz/entity/tool-digital-twin-based-on-knowledge-embedding-for-precision-cnc-machine-tools-wear-prediction-for-collaborative-multi-t