Toward a More Reliable System for Contingency Selection in Static Security Analysis of Electric Power Systems

被引:10
|
作者
da Silva, Juarez Machado [1 ]
Costa, Iverson [1 ]
Canto dos Santos, Jose Vicente [1 ]
Victoria Barbosa, Jorge Luis [1 ]
Braun, Torsten [2 ]
Pessin, Gustavo [3 ]
机构
[1] Univ Vale Rio dos Sinos, Polytech Sch, BR-93022750 Sao Leopoldo, Brazil
[2] Univ Bern, Inst Comp Sci, CH-3012 Bern, Switzerland
[3] Inst Tecnol Vale, Robot Instrumentat & Control Lab, BR-35400000 Ouro Preto, MG, Brazil
来源
IEEE SYSTEMS JOURNAL | 2020年 / 14卷 / 01期
关键词
Ant colony optimization; contingency selection; electric power systems (EPSs); IEEE 30-bus network; intelligent system; optimization; static security analysis (SA); 810-bus network; CLASSIFICATION; OPTIMIZATION; FLOW;
D O I
10.1109/JSYST.2019.2938607
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The reliable supply of electricity plays a key role in the contemporary way of life. In order to provide more benefits to the population, electric networks are getting bigger to produce more energy. This growth, while necessary, brings problems in operation and maintenance, since the networks are more complex. This complexity requires that network security analysis should be performed in real time to avoid decision errors when disconnecting a device from the network or predicting the possibility of operating output from an undersized device. In this article, an intelligent system for contingency selection in the static security analysis of electric power systems is proposed. The severity of contingencies indication is the first step to develop control actions and maintain the system operation integrity. We propose and evaluate the contingency selection as a combinatorial optimization problem, employing an ACO metaheuristic to model the situation. The system is evaluated over the IEEE 30-bus network and a real 810-bus network, considering double outages of branches. Results show an accuracy close to five-nines for severing contingencies.
引用
收藏
页码:1183 / 1194
页数:12
相关论文
共 50 条
  • [1] New genetic algorithms for contingencies selection in the static security analysis of electric power systems
    Canto dos Santos, Jose Vicente
    Costa, Iverson Farias
    Nogueira, Thiago
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (06) : 2849 - 2856
  • [2] Contingency selection and static security enhancement in power systems using heuristics-based genetic algorithms
    Sudersan, A
    Abdelrahman, M
    Radman, G
    PROCEEDINGS OF THE THIRTY-SIXTH SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY, 2004, : 556 - 560
  • [3] Static Security Assessment of Large Power Systems Under Contingency Cases
    Nandini, P. Sai
    Krishan, Ram
    Pullaguram, Deepak
    2022 IEEE 10TH POWER INDIA INTERNATIONAL CONFERENCE, PIICON, 2022,
  • [4] Contingency selection for power system stability analysis
    Robak, Sylwester
    Machowski, Jan
    Gryszpanowicz, Konrad
    PROCEEDINGS OF THE 2017 18TH INTERNATIONAL SCIENTIFIC CONFERENCE ON ELECTRIC POWER ENGINEERING (EPE), 2017, : 18 - 22
  • [5] Power play - A more reliable US electric system
    Apt, J
    Lave, LB
    Morgan, MG
    ISSUES IN SCIENCE AND TECHNOLOGY, 2006, 22 (04) : 51 - 58
  • [6] Static Security Assessment of the Kenyan Power System Using Contingency Analysis of Newton Raphson Approach
    Janeth, Chepkemoi
    Musau, Peter Moses
    Kivindu, Reuben
    2022 IEEE PES/IAS POWERAFRICA CONFERENCE, 2022, : 193 - 197
  • [7] CONTINGENCY ASSESSMENT FOR POWER-SYSTEM SECURITY ANALYSIS
    SCHAFER, KF
    VERSTEGE, J
    ARCHIV FUR ELEKTROTECHNIK, 1992, 76 (01): : 29 - 32
  • [8] Contingency Analysis: A Tool to Improve Power System Security
    Patel, Ravindu
    Nimje, Akhilesh
    Godwal, Shanker
    Kanojia, Sarika
    SMART TECHNOLOGIES FOR POWER AND GREEN ENERGY, STPGE 2022, 2023, 443 : 79 - 92
  • [9] Improvement of Power System Security under Network Contingency with Static VAR Compensator
    Rao, B. Venkateswara
    Kumar, G. V. Nagesh
    Kumari, R. V. S. Lakshmi
    Kumar, M. Vinay
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 2073 - +
  • [10] Contingency Analysis of South Bandung Electric Power System
    Fauziah, D.
    Mulyadi, Y.
    1ST ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE (AASEC), IN CONJUCTION WITH THE INTERNATIONAL CONFERENCE ON SPORT SCIENCE, HEALTH, AND PHYSICAL EDUCATION (ICSSHPE), 2017, 180