摘要
用户侧微电网是协调分布式发电与用户负荷的有效载体,而能量管理系统是提高其运行效用的重要途径。从用户侧微电网的能量管理需求与应用特点出发,系统论述了在线凸规划、在线模型预测控制、李雅普诺夫优化和在线线性规划等四类在线算法的基本原理。综述了其在微电网或类似系统能量管理中的应用情况,分析了不同在线算法的特点、性能、适用范围及评价指标。最后,简要总结了目前存在的难点问题与发展前景。
Micro-grid on the user side is the effective carrier for the coordination of distributed generation and user load. Energy management system is an important way to improve the operation utility. Starting with the energy management demand and application characteristics of micro-grids on the user side, this paper systematically discusses basic principles of four kinds of online algorithms, including online convex optimization, online model predictive control, Lyapunov optimization and online linear programming. And the application of different online algorithms in micro-grids or similar energy management is summarized. The features, performance, application ranges and evaluation indexes of different online algorithms are analyzed. Finally, the existent difficulties and prospects for future studies are briefly summarized.
出处
《电力系统保护与控制》
EI
CSCD
北大核心
2017年第23期158-168,共11页
Power System Protection and Control
关键词
在线优化
微电网
能量管理
智能电网
online optimization
micro-grid
energy management
smart grid
