.png){kind=icon}
返回
Distributed Agent Consensus-Based Optimal Resource Management for Microgrids
.png){kind=icon}
OA
AI
DOI：10.1109/TSTE.2017.2740833.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This paper considers the optimal resource management problem for microgrids. Microgrids provide a promising approach to fulfil challenges of the integration of distributed renewable generations and energy storage systems. However, the resource management in a microgrid encounters the new difficulty, i.e., supply-demand imbalance, caused by the intermittence of renewable sources. Therefore, an optimal solution is proposed to the resource management by enhancing the communication and coordination under a multiagent system framework. An agent is a participant, for instance, the distributed renewable generator/ energy storage system of the microgrid. With this multiagent system, the distributed optimal solution only utilizes the local information, and interactswith the neighboring agents. Thus, single-node congestion is avoided since the requirement for a central control center is eliminated, and it is robust against single-link/node failures. The analysis will show that the proposed solution can solve the resource management problem in an initialization-free manner. Additionally, the proposed strategy canmaintain the supply-demand balance under a time-varying supply-demand deviation. The simulation studies are carried out for IEEE 14-bus and 162-bus power systems to validate the effectiveness of the proposed distributed solution.
Keyword:
Consensus algorithm
distributed optimization
energy storage systems
microgrid
multi-agent system
resource management
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
5.4
论文数:
6.8K
被引数:
1.5W
机构
引用论文
.png){kind=icon}
分享收藏分享收藏Consensus-Based Energy Management in Smart Grid With Transmission Losses and Directed Communication
PREAI
分享收藏
Coordinated Operational Planning for Wind Farm With Battery Energy Storage System带电池储能系统的风电场协调运行规划OAAI
OAAI分享收藏A Fully Distributed Power Dispatch Method for Fast Frequency Recovery and Minimal Generation Cost in Autonomous Microgrids自治微电网快速频率恢复和最小发电成本的全分布式功率调度方法
PREAI
分享收藏
查看更多内容