# Day-ahead multi-modal demand side management in microgrid via two-stage improved ring-topology particle swarm optimization

> Research article (Expert Systems with Applications, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4387619179](https://www.wikidata.org/wiki/openalex:W4387619179)  
**Source**: https://4ort.xyz/entity/day-ahead-multi-modal-demand-side-management-in-microgrid-via-two-stage-improved-ring-topology-particle-swarm-optimizati