# A novel state-of-health estimation for the lithium-ion battery using a convolutional neural network and transformer model

> Research article (Energy, 2022) · cited 315× · AI/ML

**Wikidata**: [openalex:W4296903331](https://www.wikidata.org/wiki/openalex:W4296903331)  
**Source**: https://4ort.xyz/entity/a-novel-state-of-health-estimation-for-the-lithium-ion-battery-using-a-convolutional-neural-network-and-transformer-mode
