An Intelligent Maintenance Scheduling of Distribution Transformers in a Smart Grid

被引:0
作者
Chiu, Pei-Shuo [1 ]
Huang, Shyh-Jier [1 ]
Su, Wei-Fu [2 ]
Wu, Kuan-Te [1 ]
Hsu, Che-Jung [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Elect Engn, Tainan, Taiwan
[2] Kun Shan Univ, Dept Elect Engn, Tainan, Taiwan
来源
2017 IEEE 6TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE) | 2017年
关键词
Smart grid; maintenance scheduling; forest optimization algorithm;
D O I
暂无
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 aims to apply the bio-inspired intelligent techniques to optimize the maintenance scheduling of transformers. The study is enhanced with the aid of forest optimization algorithm to reach a schedule of reduced failure rate and decreased insulation life loss of transformers. To verify the effectivity of this approach, the method is tested on a real distribution system consisting of 48 distribution transformers. Test results confirm that the proposed scheduling method is feasible and effective.
引用
收藏
页数:2
相关论文
共 6 条
[1]   An Efficient Mixed-Integer Linear Formulation for Long-Term Overhead Lines Maintenance Scheduling in Power Distribution Systems [J].
Abiri-Jahromi, A. ;
Fotuhi-Firuzabad, M. ;
Abbasi, E. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2009, 24 (04) :2043-2053
[2]  
[Anonymous], 2012, IEEE Std C57.91-2011
[3]   Forest Optimization Algorithm [J].
Ghaemi, Manizheh ;
Feizi-Derakhshi, Mohammad-Reza .
EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (15) :6676-6687
[4]   Influence of Solar Irradiation on Power Transformer Thermal Balance [J].
Gorgan, B. ;
Notingher, P. V. ;
Wetzer, J. M. ;
Verhaart, H. F. A. ;
Wouters, P. A. A. F. ;
van Schijndel, A. .
IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2012, 19 (06) :1843-1850
[5]   Adequacy of Dual-variable Weibull Failure Distribution for Oil-impregnated Paper under Pulsating DC Voltage [J].
Li, Jian ;
Bao, Lianwei ;
Zhang, Jing ;
Li, Xudong .
IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2016, 23 (03) :1555-1561
[6]  
Wu K., 2016, THESIS