# Probabilistic machine learning aided transformer lifetime prediction framework for wind energy systems

> Research article (International Journal of Electrical Power & Energy Systems, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4384027930](https://www.wikidata.org/wiki/openalex:W4384027930)  
**Source**: https://4ort.xyz/entity/probabilistic-machine-learning-aided-transformer-lifetime-prediction-framework-for-wind-energy-systems