Multi-agent soft actor-critic for coordinated energy management in buildings with EV parks
Abstract
• Decentralized MASAC manages EV-building-PV energy under dynamic pricing. • NSGA-II tuning enhances MASAC convergence and policy robustness. • Context-aware V2X control balances PV use, grid demand, and energy costs. • Framework supports scalable, autonomous, and cost-effective EV control.
Fields of Study & Subjects
Building Energy and Comfort Optimization
Smart Grid Energy Management
Multi-Agent Systems and Negotiation
Publication details
- Journal / source
- International Journal of Electrical Power & Energy Systems
- Publisher
- Elsevier BV
- Volume
- 178
- Pages
- 111938–111938
- Publication date
- 1 May 2026
- Language
- EN