# Impact of energy storage devices on microgrid frequency performance: A robust DQN based grade-2 fuzzy cascaded controller

> Research article (e-Prime - Advances in Electrical Engineering Electronics and Energy, 2023) · cited 22× · AI/ML

**Wikidata**: [openalex:W4386898839](https://www.wikidata.org/wiki/openalex:W4386898839)  
**Source**: https://4ort.xyz/entity/impact-of-energy-storage-devices-on-microgrid-frequency-performance-a-robust-dqn-based-grade-2-fuzzy-cascaded-controller