Reducing the scenarios of network topology changes for adaptive coordination of overcurrent relays using hybrid GA-LP

被引:57
作者
Chabanloo, Reza Mohammadi [1 ]
Safari, Mohsen [1 ]
Roshanagh, Reza Gholizadeh [2 ]
机构
[1] Shahid Beheshti Univ, AC, Dept Elect Engn, Tehran 1983969411, Iran
[2] Univ Tabriz, Dept Elect & Comp Engn, Tabriz, Iran
关键词
overcurrent protection; relay protection; power distribution protection; genetic algorithms; linear programming; power distribution reliability; distributed power generation; power semiconductor switches; network topology changes; adaptive overcurrent relay coordination; hybrid GA-LP; setting groups concept; adaptive protection scheme; system reliability; switches; distributed generators; hybrid genetic algorithm; linear programming method; LP algorithm; radial distribution network; meshed distribution network; multiobjective optimisation algorithm; DISTRIBUTED GENERATION; PROTECTION SCHEME; PENETRATION;
D O I
10.1049/iet-gtd.2018.5810
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
In this study, using the concept of setting groups (SGs), an adaptive protection scheme is proposed to increase the reliability of the system. Connection and disconnection of switches and distributed generators result in various scenarios for network topology changes. A hybrid genetic algorithm (GA) and linear programming (LP) method is utilised to solve the problem, where the GA, in a near-optimal manner, classifies the scenarios of the network topology changes into a limited number of SGs and the LP algorithm optimally coordinates the overcurrent relays within the SGs. Simulations are performed on a radial distribution network and a meshed distribution network. Although by increasing the number of SGs the average operating time of the relays is decreased, the number of changes in the relay settings is increased. Therefore, the multi-objective optimisation algorithm is used to determine, the desired number of SGs. The results show the efficiency of the proposed adaptive protection scheme.
引用
收藏
页码:5879 / 5890
页数:12
相关论文
共 30 条
[21]  
Saad S., 2017, REN EN C IREC 2017 8, P1
[22]   An Adaptive Protection Scheme for Distribution Systems With DGs Based on Optimized Thevenin Equivalent Parameters Estimation [J].
Shen, Shaofei ;
Lin, Da ;
Wang, Huifang ;
Hu, Peijun ;
Jiang, Kuan ;
Lin, Dongyang ;
He, Benteng .
IEEE TRANSACTIONS ON POWER DELIVERY, 2017, 32 (01) :411-419
[23]   An Adaptive Overcurrent Coordination Scheme to Improve Relay Sensitivity and Overcome Drawbacks due to Distributed Generation in Smart Grids [J].
Shih, Meng Yen ;
Conde, Arturo ;
Leonowicz, Zbigniew ;
Martirano, Luigi .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2017, 53 (06) :5217-5228
[24]   Adaptive protection coordination scheme for power networks under penetration of distributed energy resources [J].
Singh, Manohar ;
Vishnuvardhan, Telukunta ;
Srivani, S. G. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (15) :3919-3929
[25]   Adaptive protection scheme for smart microgrid with electronically coupled distributed generations [J].
Sitharthan, R. ;
Geethanjali, M. ;
Pandy, T. Karpaga Senthil .
ALEXANDRIA ENGINEERING JOURNAL, 2016, 55 (03) :2539-2550
[26]   Prims-Aided Dijkstra Algorithm for Adaptive Protection in Microgrids [J].
Swathika, O. V. Gnana ;
Hemamalini, S. .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2016, 4 (04) :1279-1286
[27]   Adaptive Protection for Preserving Microgrid Security [J].
Teimourzadeh, Saeed ;
Aminifar, Farrokh ;
Davarpanah, Mandi ;
Shahidehpour, Mohammad .
IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (01) :592-600
[28]   FEASIBILITY OF ADAPTIVE PROTECTION AND CONTROL [J].
THORP, JS ;
ADAMIAK, M ;
BANERJEE, HN ;
BRIGHT, JA ;
CEASE, TW ;
CLARK, DM ;
GULACHENSKI, EM ;
HOROWITZ, SH ;
KOTHEIMER, WC ;
MANKOFF, LL ;
MUNANDAR, A ;
NILSSON, SL ;
PHADKE, AG ;
RAMASWAMI, R ;
ROCKEFELLER, GD ;
RYAN, R ;
SACHDEV, MS ;
SMITH, HS ;
UDREN, EA ;
WAGNER, CL ;
WILSON, RE ;
RODRIGUES, R ;
DESA, P .
IEEE TRANSACTIONS ON POWER DELIVERY, 1993, 8 (03) :975-983
[29]   What future distribution engineers need to learn [J].
Venkata, SS ;
Pahwa, A ;
Brown, RE ;
Christie, RD .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2004, 19 (01) :17-23
[30]   Adaptive directional overcurrent relay coordination using ant colony optimisation [J].
Yen Shih, Meng ;
Castillo Salazar, Carlos Alberto ;
Conde Enriquez, Arturo .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2015, 9 (14) :2040-2049