Spinning reserve scheduling of power systems: An ant colony approach

被引:0
|
作者
Lee, Tsung-Ying [1 ]
机构
[1] Ming Hsing Univ Sci & Technol, Dept Elect Engn, Hsinchu, Taiwan
关键词
ant colony system; spinning reserve; unit commitment risk; outage cost;
D O I
10.1080/02533839.2006.9671205
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents an Ant Colony System (ACS) based optimization approach to solve the optimal spinning reserve problem for a power system. Unit commitment risk is used as an index to evaluate the level of spinning reserve. The outage cost and the fuel cost of thermal units were considered in the unit commitment program. The optimal spinning reserve and unit commitment risk were reached while the sum of fuel cost and outage cost was minimized. A 52 units power system was used as a numerical example to test the new algorithm. The optimal spinning reserve and unit commitment risk could be reached in the testing while satisfying the requirement of the objective function.
引用
收藏
页码:1061 / 1069
页数:9
相关论文
共 50 条
  • [1] Scheduling of flexible manufacturing systems: an ant colony optimization approach
    Kumar, R
    Tiwari, MK
    Shankar, R
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2003, 217 (10) : 1443 - 1453
  • [2] Spinning reserve scheduling in power systems containing wind and solar generations
    Ghaedi, Amir
    Gorginpour, Hamed
    [J]. ELECTRICAL ENGINEERING, 2021, 103 (05) : 2507 - 2526
  • [3] Spinning reserve scheduling in power systems containing wind and solar generations
    Amir Ghaedi
    Hamed Gorginpour
    [J]. Electrical Engineering, 2021, 103 : 2507 - 2526
  • [4] An ant colony system approach for scheduling problems
    Ying, KC
    Liao, CJ
    [J]. PRODUCTION PLANNING & CONTROL, 2003, 14 (01) : 68 - 75
  • [5] Ant Colony Optimization Approach for Distributed Online Scheduling
    Chen, Yaohui
    Deng, Rong
    [J]. PROCEEDINGS OF THE 2013 ASIA-PACIFIC COMPUTATIONAL INTELLIGENCE AND INFORMATION TECHNOLOGY CONFERENCE, 2013, : 335 - 341
  • [6] Fleet maintenance scheduling with an ant colony system approach
    Mendes Abrahdol, Fernando Teixeira
    Fares Gualda, Nicolau Dionisio
    [J]. ANT COLONY OPTIMIZATION AND SWARM INTELLIGENCE, PROCEEDINGS, 2006, 4150 : 412 - 419
  • [7] Integrated scheduling of hydro, thermal and wind power with spinning reserve
    He, Zhongzheng
    Zhou, Jianzhong
    Sun, Na
    Jia, Benjun
    Qin, Hui
    [J]. INNOVATIVE SOLUTIONS FOR ENERGY TRANSITIONS, 2019, 158 : 6302 - 6308
  • [8] Economic dispatch and spinning reserve scheduling for generation transmission systems
    Su, CT
    Lin, CM
    Wang, YF
    [J]. MELECON 2004: PROCEEDINGS OF THE 12TH IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, VOLS 1-3, 2004, : 865 - 868
  • [9] Ant colony optimization for power plant maintenance scheduling optimization
    Foong, Wai Kuan
    Maier, Holger R.
    Simpson, Angus R.
    [J]. GECCO 2005: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOLS 1 AND 2, 2005, : 249 - 256