Stability Region of Droop-Controlled Distributed Generation in Autonomous Microgrids

被引:32
|
作者
Pan, Yanfei [1 ]
Chen, Laijun [1 ]
Lu, Xiaonan [2 ]
Wang, Jianhui [3 ]
Liu, Feng [1 ]
Mei, Shengwei [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn & Appl Elect Technol, State Key Lab Power Syst, Beijing 100084, Peoples R China
[2] Argonne Natl Lab, Energy Syst Div, 9700 S Cass Ave, Argonne, IL 60439 USA
[3] Southern Methodist Univ, Dept Elect Engn, Dallas, TX 75275 USA
基金
中国国家自然科学基金;
关键词
Autonomous microgrid; distributed generation; small-disturbance stability; stability region; KRR method; POWER-SYSTEMS; BIFURCATION;
D O I
10.1109/TSG.2018.2849084
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a conceptual framework for geometrically characterizing the small-disturbance stable operating area of an autonomous microgrid. A concept of stability region of distributed generation (DGSR) is established on a general differential-algebraic-equation model of autonomous microgrids. It provides a graphical tool to characterize the limits for a microgrid to accommodate the distributed, volatile, and uncertain power generation of renewable energy, inside which the stability of the system can be guaranteed. The Kernel Ridge Regression method is employed to accurately and quickly estimate the boundary of the DGSR, leading to its approximate expression in an analytical form. The DGSR allows for a straightforward and intuitive evaluation of stability and provides guidance for adjustments to enhance it. Case studies on two autonomous microgrids are used to verify the performance of the proposed DGSR and its potential applications.
引用
收藏
页码:2288 / 2300
页数:13
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