# Utilizing TGAN and ConSinGAN for Improved Tool Wear Prediction: A Comparative Study with ED-LSTM, GRU, and CNN Models

> Research article (Electronics, 2024) · cited 37× · AI/ML

**Wikidata**: [openalex:W4402130399](https://www.wikidata.org/wiki/openalex:W4402130399)  
**Source**: https://4ort.xyz/entity/utilizing-tgan-and-consingan-for-improved-tool-wear-prediction-a-comparative-study-with-ed-lstm-gru-and-cnn-models