# State identification of a 5-axis ultra-precision CNC machine tool using energy consumption data assisted by multi-output densely connected 1D-CNN model

> Research article (Journal of Intelligent Manufacturing, 2022) · cited 34× · AI/ML

**Wikidata**: [openalex:W4306291696](https://www.wikidata.org/wiki/openalex:W4306291696)  
**Source**: https://4ort.xyz/entity/state-identification-of-a-5-axis-ultra-precision-cnc-machine-tool-using-energy-consumption-data-assisted-by-multi-output