# Transformer Fault Diagnosis Model Based on Improved Gray Wolf Optimizer and Probabilistic Neural Network

> Research article (Energies, 2021) · cited 42× · AI/ML

**Wikidata**: [openalex:W3164152322](https://www.wikidata.org/wiki/openalex:W3164152322)  
**Source**: https://4ort.xyz/entity/transformer-fault-diagnosis-model-based-on-improved-gray-wolf-optimizer-and-probabilistic-neural-network