A Differential Sequence Component Protection Scheme for Microgrids With Inverter-Based Distributed Generators

被引:206
作者
Casagrande, E. [1 ]
Woon, W. L. [1 ]
Zeineldin, H. H. [1 ]
Svetinovic, D. [1 ]
机构
[1] Masdar Inst Sci & Technol, Abu Dhabi, U Arab Emirates
关键词
Microgrid; inverter; fault analysis; feature selection; data mining; SYMMETRICAL COMPONENTS; DETECTION ALGORITHM; STRATEGY; SYSTEM; SIGNAL; RELAY;
D O I
10.1109/TSG.2013.2251017
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
The protection of a microgrid containing inverter-based distributed generators (IBDGs) presents several problems if traditional techniques which rely on the current (fuses and overcurrent relays) are used. A possible solution to these problems is the use of a new type of the relay which takes advantage of the enhanced processing techniques and communication infrastructure, both of which are recently becoming available for power networks application. This paper proposes a new communication-based protection scheme for isolated microgrids where a data mining approach is used to identify the relay settings and parameters. A feature selection technique is implemented to help identify the most relevant electrical features required for the fault detection and to establish the best communication strategy to use between relays. The proposed approach is tested using a MATLAB simulation of a facility scale isolated microgrid embedded with IBDGs. The results show that a differential protection scheme that relies on symmetrical components is the most effective strategy for protecting microgrids with IBDGs.
引用
收藏
页码:29 / 37
页数:9
相关论文
共 43 条
[11]  
Camm E. H., 2009, 2009 IEEE POW EN SOC, P1, DOI [10.1109/pes.2009.5275322, 10.1109/PES.2009.5275322, DOI 10.1109/PES.2009.5275322]
[12]  
Conti S., 2011, 2011 International Conference on Clean Electrical Power, P643, DOI 10.1109/ICCEP.2011.6036348
[13]   Adaptive Current Differential Protection Schemes for Transmission-Line Protection [J].
Dambhare, Sanjay ;
Soman, S. A. ;
Chandorkar, M. C. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2009, 24 (04) :1832-1841
[14]  
Guyon I., 2006, Stud Fuzziness Soft Comput
[15]   The Next Generation of Power Distribution Systems [J].
Heydt, G. T. .
IEEE TRANSACTIONS ON SMART GRID, 2010, 1 (03) :225-235
[16]   Time-Domain Analysis of Differential Power Signal to Detect Magnetizing Inrush in Power Transformers [J].
Hooshyar, Ali ;
Sanaye-Pasand, Majid ;
Afsharnia, Saeed ;
Davarpanah, Mahdi ;
Ebrahimi, Bashir Mahdi .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (03) :1394-1404
[17]  
Jenkins N., 2000, POWER ENERGY SER, V31
[18]  
Kan'an N., 2010, 2010 IEEE POW EN SOC, P1
[19]  
Keller J., 2010, UNDERSTANDING FAULT
[20]   Symmetrical components estimation through maximum likelihood algorithm and adaptive filtering [J].
Kusljevic, Miodrag D. .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2007, 56 (06) :2386-2394