# Traffic-Adaptive Control of LED-Based Streetlights [Industry Forum] Public lighting in urban environments accounts for about 50% of the electricity con

> Research article (IEEE Industrial Electronics Magazine, 2015) · cited 23× · AI/ML

**Wikidata**: [openalex:W1514454059](https://www.wikidata.org/wiki/openalex:W1514454059)  
**Source**: https://4ort.xyz/entity/traffic-adaptive-control-of-led-based-streetlights-industry-forum-public-lighting-in-urban-environments-accounts-for-abo
