Design and Implementation of the Self-Negotiation Power Supply Terminal System of the Intelligent Distribution Network Based on 5G
This paper proposes a self-negotiation power supply terminal system for intelligent distribution networks based on 5G,the system adopts a hierarchical architecture,comprising the perception layer,communication layer,application layer,and support platform.The perception layer achieves comprehensive perception of the distribution network's operating status through diverse heterogeneous sensors,while the communication layer utilizes 5G technology to establish high-speed,reliable,and flexible data transmission channels.The application layer employs a multi-agent reinforcement learning framework to realize autonomous negotiation and optimization control of power supply terminals.The support platform provides efficient and reliable data processing and knowledge service support.Through simulation experiments,the system demonstrates significant advantages in power supply reliability,electrical energy quality,and optimization efficiency.
smart distribution network5Gmulti-agent reinforcement learningself-negotiating control
万方数据
维普
