Impact of Beta-distributed Wind Power on Economic Load Dispatch

被引：20
|
作者：
Liu, Xian [1 ]
机构：
[1] Univ Arkansas, Dept Syst Engn, Little Rock, AR 72204 USA
来源：
ELECTRIC POWER COMPONENTS AND SYSTEMS | 2011年 / 39卷 / 08期
关键词：
economic load dispatch; optimization; renewable energy; smart grid; beta distribution; beta function; wind power; FLOW P-OPF;
D O I：
10.1080/15325008.2010.541412
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 article, an economic load dispatch model for is developed the system consisting of both thermal generators and wind turbines. The wind power is a random variable and is assumed to follow the beta distribution. In this model, the probability of wind power is included in the constraint set. This approach avoids the probabilistic infeasibility caused by improperly using the average of random variables. Then the impact of wind power with different parameters on economic load dispatch is investigated. Results of numerical simulations for a generic system are presented.
引用
收藏
页码：768 / 779
页数：12
相关论文
共 50 条
  • [1] Impact of Beta Distributed Wind Power on Emission Mitigation Dispatch
    Liu, Xian
    [J]. IEEE POWER AND ENERGY SOCIETY GENERAL MEETING 2010, 2010,
  • [2] Wind Power Impact in the Environmental/Economic Dispatch
    Ziane, Ismail
    Benhamida, Farid
    Graa, Arnel
    Salhi, Yacine
    [J]. 2015 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2015, : 44 - +
  • [3] Economic Load Dispatch with Stochastic Wind Power: Model and Solutions
    Liu, Xian
    Xu, Wilsun
    Huang, Changcheng
    [J]. 2010 IEEE PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION: SMART SOLUTIONS FOR A CHANGING WORLD, 2010,
  • [4] Distributed Economic Dispatch for Smart Grids With Random Wind Power
    Guo, Fanghong
    Wen, Changyun
    Mao, Jianfeng
    Song, Yong-Duan
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (03) : 1572 - 1583
  • [5] Economic Load Dispatch Including Wind Power Using Bat Algorithm
    Jose, Julia Tholath
    [J]. 2014 INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL ENGINEERING (ICAEE), 2014,
  • [6] Environmental/economic power dispatch with wind power
    Jin, Jingliang
    Zhou, Dequn
    Zhou, Peng
    Miao, Zhuang
    [J]. RENEWABLE ENERGY, 2014, 71 : 234 - 242
  • [7] Dynamic Economic Dispatch Considering Uncertainties of Wind Power and Load Forecast Error
    Yi, Mingyue
    Tong, Xiaoyang
    [J]. Dianwang Jishu/Power System Technology, 2019, 43 (11): : 4050 - 4056
  • [8] Solar and Wind Power Estimation and Economic Load Dispatch Using Firefly Algorithm
    Saxena, Nishant
    Ganguli, Souvik
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON ECO-FRIENDLY COMPUTING AND COMMUNICATION SYSTEMS, 2015, 70 : 688 - 700
  • [9] Deep Learning in Economic Load Dispatch with Short-Term Wind Power
    Liu, Xian
    [J]. 2020 14TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON2020), 2020,
  • [10] Real-time Dynamic Economic Load Dispatch with Wind Power Participation
    Tang, Chenghui
    Xu, Jian
    Sun, Yuanzhang
    Cui, Ting
    Jiang, Haiyan
    Wang, Bao
    Jiang, Yibo
    Bao, Yi
    [J]. 2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,
12345