Multi-agent systems for smart grids : revolutionizing energy management
Wang, Xianda (2024)
Lataukset:
Kandidaatintyö
Wang, Xianda
2024
School of Energy Systems, Sähkötekniikka
Kaikki oikeudet pidätetään.
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi-fe2024040815273
https://urn.fi/URN:NBN:fi-fe2024040815273
Tiivistelmä
Currently, many advanced technologies in the world use multi-agent systems to control and manage energy in smart grids, discussing the role of multi-agent system energy management is of great significance to future power systems. This thesis focuses on the potential role of multi-agent systems in the energy management part of smart grids. First, the thesis comprehensively describes smart grid architecture and its key features by analyzing the state-of-art literature, analyzes the internal structure and communication process of the multi-agent system, and demonstrates the various applications of the current advanced multi-agent systems in the smart grid. Next, the thesis analyse the role of multi-agent systems through its application in energy management. Finally look forward to the future of multi-agent systems and explore ways to solve system defects. The use of multi-agent systems for energy management in power grids is important for achieving the goals of renewable energy generation and has a promising market. This thesis can provide guidance for optimizing smart grid models and improving energy control efficiency.
