Multi-objective optimization using NSGA-II for power distribution system reconfiguration

被引:21
|
作者
Vitorino, Romeu M. [1 ,3 ]
Jorge, Humberto M. [2 ,3 ]
Neves, Luis P. [1 ,3 ]
机构
[1] Polytech Inst Leiria, Sch Technol & Management, P-2411901 Leiria, Portugal
[2] Univ Coimbra, Dept Elect Engn & Computers, P-3030290 Coimbra, Portugal
[3] R&D Unit INESC Coimbra, P-3000033 Coimbra, Portugal
关键词
distribution system optimization; multi-objective evolutionary algorithm; network reconfiguration; power losses; reliability; NETWORK RECONFIGURATION;
D O I
10.1002/etep.1819
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 study proposes a new strategy to solve the problem of radial power distribution system (RDS) reconfiguration in a multi-objective and constrained environment. Due to the presence of various conflicting objectives and constraints, the proposed strategy uses the Elitist Non-Dominated Sorting Genetic Algorithm-II (NSGA-II), an effective evolutionary multi-objective optimization technique. NSGA-II determines a set of pareto-optimal solutions for the power distribution system topology, considering power losses, reliability and investment in tie-switches. The methodology adopted to evaluate the RDS reliability uses a non-sequential Monte Carlo Simulation and is focused on the impacts of branch failures for interruption energy assessment. The effectiveness of the proposed methodology is demonstrated on a 69 bus RDS. Copyright (c) 2013 John Wiley & Sons, Ltd.
引用
收藏
页码:38 / 53
页数:16
相关论文
共 50 条
  • [1] Multi-objective power distribution optimization using NSGA-II
    Jain, Kunal
    Gupta, Shashank
    Kumar, Divya
    INTERNATIONAL JOURNAL FOR COMPUTATIONAL METHODS IN ENGINEERING SCIENCE & MECHANICS, 2021, 22 (03): : 235 - 243
  • [2] Multi-objective optimization of power system reconstruction based on NSGA-II
    Wang, Hongtao
    Liu, Yutian
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2009, 33 (23): : 14 - 18
  • [3] Multi-Objective Optimization for Inspection Planning Using NSGA-II
    Asadollahi-Yazdi, E.
    Hassan, A.
    Siadat, A.
    Dantan, J. Y.
    Azadeh, A.
    Keramati, A.
    2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2015, : 1422 - 1426
  • [4] Multi-objective optimization of a turbomachinery blade using NSGA-II
    Samad, Abdus
    Kim, Kwang-Yong
    Lee, Ki-Sang
    FEDSM 2007: PROCEEDINGS OF THE 5TH JOINT ASME/JSME FLUIDS ENGINEERING SUMMER CONFERENCE, VOL 2, PTS A AND B, 2007, : 885 - 891
  • [5] Multi-objective optimization of FCC separation system based on NSGA-II
    Liu, Yingjie
    Chu, Menghao
    Ye, Qing
    Li, Jinlong
    Han, Deqiu
    CHEMICAL ENGINEERING SCIENCE, 2025, 302
  • [6] Multi-objective optimization of a hybrid distributed energy system using NSGA-II algorithm
    Hongbo Ren
    Yinlong Lu
    Qiong Wu
    Xiu Yang
    Aolin Zhou
    Frontiers in Energy, 2018, 12 : 518 - 528
  • [7] Multi-objective optimization of a hybrid distributed energy system using NSGA-II algorithm
    Ren, Hongbo
    Lu, Yinlong
    Wu, Qiong
    Yang, Xiu
    Zhou, Aolin
    FRONTIERS IN ENERGY, 2018, 12 (04) : 518 - 528
  • [8] Multi-objective shape optimization of fin using IGA and NSGA-II
    Konatham, Raja Sekhar
    Chele, Rajesh
    Voruganti, Hari Kumar
    Gautam, Sachin Singh
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2024, 46 (11)
  • [9] Multi-Objective Optimization of Interior Ballistic Performance Using NSGA-II
    Li, Kejing
    Zhang, Xiaobing
    PROPELLANTS EXPLOSIVES PYROTECHNICS, 2011, 36 (03) : 282 - 290
  • [10] MULTI-OBJECTIVE OPTIMIZATION OF POWER PLANT MAINTENANCE PROJECTS BASED ON NSGA-II
    Gu Yu-Jiong
    Ren Zhi-Zheng
    Chen Kun-Liang
    Chen Dong-Chao
    2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT (ICCTD 2011), VOL 3, 2012, : 791 - 798