# AI-based hybrid power quality control system for electrical railway using single phase PV-UPQC with Lyapunov optimization

> Research article (Scientific Reports, 2025) · cited 18× · AI/ML

**Wikidata**: [openalex:W4406639467](https://www.wikidata.org/wiki/openalex:W4406639467)  
**Source**: https://4ort.xyz/entity/ai-based-hybrid-power-quality-control-system-for-electrical-railway-using-single-phase-pv-upqc-with-lyapunov-optimizatio