Adaptive Decentralized Under-Frequency Load Shedding for Islanded Smart Distribution Networks

被引:63
作者
Gu, Wei [1 ]
Liu, Wei [1 ]
Zhu, Junpeng [1 ]
Zhao, Bo [2 ]
Wu, Zaijun [1 ]
Luo, Zhao [1 ]
Yu, Jie [1 ]
机构
[1] Southeast Univ, Sch Elect Engn, Nanjing 210096, Jiangsu, Peoples R China
[2] Zhejiang Elect Power Test & Res Inst, Hangzhou 310000, Zhejiang, Peoples R China
基金
国家高技术研究发展计划(863计划); 美国国家科学基金会;
关键词
Multi-agent system (MAS); nearest neighbor consensus algorithm (NNCA); peer-to-peer (P2P); smart distribution networks; under-frequency load shedding (UFLS); MICROGRIDS; CONSENSUS; OPERATION; SCHEME; AGENTS;
D O I
10.1109/TSTE.2014.2310291
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Frequency stability of islanded smart distribution networks with peer-to-peer (P2P) controlled distributed generators (DGs) has attracted special attention recently. Using power line communication (PLC) technology, a multi-agent system (MAS)-based, decentralized, under-frequency load shedding (UFLS) scheme is investigated in this study for smart distribution networks with the communication constraint that each agent can only communicate with its neighboring agents. The proposed scheme uses the two-layer nearest neighbor consensus algorithm (NNCA) to overcome the drawback of the leader-follower consensus algorithm and guarantee the implementation of a decentralized UFLS. Based on the global information (i.e., the magnitude of the total active power imbalance) discovered in the first layer of the NNCA, the multi-stage UFLS can be executed by the second layer of the NNCA. Simulation results demonstrate that the proposed scheme can effectively implement the decentralized UFLS while maintaining the frequency stability of an islanded smart distribution network.
引用
收藏
页码:886 / 895
页数:10
相关论文
共 24 条
[1]   Under-Frequency Load Shedding Via Integer Programming [J].
Ceja-Gomez, Frida ;
Qadri, Syed Saadat ;
Galiana, Francisco D. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (03) :1387-1394
[2]   Scheduling of Droop Coefficients for Frequency and Voltage Regulation in Isolated Microgrids [J].
Diaz, Guzmn ;
Gonzalez-Moran, Cristina ;
Gomez-Aleixandre, Javier ;
Diez, Alberto .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) :489-496
[3]   Multi-stage underfrequency load shedding for islanded microgrid with equivalent inertia constant analysis [J].
Gu, Wei ;
Liu, Wei ;
Shen, Chen ;
Wu, Zhi .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 46 :36-39
[4]   Optimal design of adaptive under frequency load shedding using artificial neural networks in isolated power system [J].
Hooshmand, R. ;
Moazzami, M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 42 (01) :220-228
[5]   Coordination of groups of mobile autonomous agents using nearest neighbor rules [J].
Jadbabaie, A ;
Lin, J ;
Morse, AS .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (06) :988-1001
[6]   Under-Frequency Load Shedding scheme for islanded distribution network connected with mini hydro [J].
Karimi, M. ;
Mohamad, H. ;
Mokhlis, H. ;
Bakar, A. H. A. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 42 (01) :127-138
[7]   Power management strategies for a microgrid with multiple distributed generation units [J].
Katiraei, F. ;
Iravani, M. R. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (04) :1821-1831
[8]   Frequency Control of Microgrids in Autonomous Mode by a Novel Control Scheme Based on Droop Characteristics [J].
Khederzadeh, Mojtaba ;
Maleki, Hamed .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2013, 41 (01) :16-30
[9]   Decentralized Multi-Agent System-Based Cooperative Frequency Control for Autonomous Microgrids With Communication Constraints [J].
Liu, Wei ;
Gu, Wei ;
Sheng, Wanxing ;
Meng, Xiaoli ;
Wu, Zaijun ;
Chen, Wu .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (02) :446-456
[10]   Defining control strategies for microgrids islanded operation [J].
Lopes, JAP ;
Moreira, CL ;
Madureira, AG .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (02) :916-924