# New electrolytic capacitor-less LED driver based on model predictive control

> Research article (Optik, 2019) · cited 14× · AI/ML

**Wikidata**: [openalex:W2971090504](https://www.wikidata.org/wiki/openalex:W2971090504)  
**Source**: https://4ort.xyz/entity/new-electrolytic-capacitor-less-led-driver-based-on-model-predictive-control