# Evaluating Machine-Learning-Based Methods for Modeling a Digital Twin of Battery Systems Providing Frequency Regulation

> Research article (IEEE Systems Journal, 2023) · cited 22× · AI/ML

**Wikidata**: [openalex:W4319865499](https://www.wikidata.org/wiki/openalex:W4319865499)  
**Source**: https://4ort.xyz/entity/evaluating-machine-learning-based-methods-for-modeling-a-digital-twin-of-battery-systems-providing-frequency-regulation