Optimal allocation of intermittent distributed generators in active distribution network

被引:5
|
作者
Li, Ke [1 ,2 ]
Zhang, Shenxi [1 ]
Tai, Nengling [1 ]
Chen, Xi [3 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
[2] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30339 USA
[3] State Grid Corp China, North China Branch, Dept Dispatch & Control, Beijing 100053, Peoples R China
关键词
active distribution network; intermittent distributed generators; optimal allocation; active management measure; K-means clustering method; hybrid solving strategy; DISTRIBUTION-SYSTEMS;
D O I
10.1002/tee.22581
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
Nowadays, intermittent distributed generators (IDGs), represented by distributed wind turbine generators and photovoltaic generators, are developing rapidly. A multi-scenario mathematical model with the objective of minimizing the annual carbon emission is proposed for the optimal allocation of IDGs in the active distribution network (ADN). The model takes into account three active measures, i.e. regulating the on-load tap changer of the transformer, curtailing the active power of IDGs, and regulating the power factor of IDGs. K-means clustering method is introduced to reduce the number of scenarios and obtain the probability of each scenario. A hybrid solving strategy combining the adaptive genetic algorithm and primal-dual interior point method is developed to solve the model. Case studies are carried out on the IEEE 33-bus ADN. The optimal allocation schemes under different cases are compared, and the potential contribution of carbon emission reduction from active measures is studied. (c) 2018 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
引用
收藏
页码:404 / 410
页数:7
相关论文
共 50 条
  • [21] A brief review on optimal allocation of Distributed Generation in distribution network
    Suvarchala, K.
    Yuvaraj, T.
    Balamurugan, P.
    2018 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENERGY SYSTEMS (ICEES), 2018, : 391 - 396
  • [22] A Distributed Optimal Control Method for Active Distribution Network
    Ling, Weifang
    Chen, Minyou
    Wei, Zuolin
    Chen, Feixiong
    Yu, Lei
    Yu, David C.
    2016 UKACC 11TH INTERNATIONAL CONFERENCE ON CONTROL (CONTROL), 2016,
  • [23] Optimally Allocation of Distributed Generators in Three-Phase Unbalanced Distribution Network
    Kumawat, Manoj
    Gupta, Nitin
    Jain, Naveen
    Bansal, R. C.
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY, 2017, 142 : 749 - 754
  • [24] Distributed optimal control of voltage in active distribution network with distributed photovoltaic
    Jiang T.
    Zhang D.
    Li X.
    Zhang R.
    Li G.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2021, 41 (09): : 102 - 109and125
  • [25] Optimal Allocation of Distributed Generators into Distribution Systems Using Electric Charged Particles Optimization
    Selim, Ali
    Kamel, Salah
    Jurado, Francisco
    2022 IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2022 IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE), 2022,
  • [26] Voltage Stability Assessment of Radial Distribution Systems Including Optimal Allocation of Distributed Generators
    Selim, Ali
    Kamel, Salah
    Nasrat, Loai S.
    Jurado, Francisco
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2020, 6 (01): : 32 - 40
  • [27] Optimal Allocation of Renewable Distributed Generators and Capacitors in Distribution System using Dragonfly Algorithm
    Sudabattula, Suresh Kumar
    Kowsalya, M.
    Suresh, Velamuri
    Melimi, Ravi Kumar
    2ND INTERNATIONAL CONFERENCE ON INTELLIGENT CIRCUITS AND SYSTEMS (ICICS 2018), 2018, : 393 - 396
  • [28] Optimal Capacitor Banks Allocation in Distribution Systems with Distributed Generators Using Antlion Optimizer
    Mansour, Hany S. E.
    Abdelsalam, Abdelazeem A.
    Nabil, Mohamed
    Sallam, Abdelhay A.
    2017 NINETEENTH INTERNATIONAL MIDDLE-EAST POWER SYSTEMS CONFERENCE (MEPCON), 2017, : 1016 - 1022
  • [29] Optimal Allocation of ESSs for Mitigating Fluctuation in Active Distribution Network
    Wang, Shouxiang
    Wang, Kai
    Teng, Fei
    Strbac, Goran
    Wu, Lei
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY, 2017, 142 : 3572 - 3577
  • [30] Optimal Allocation of Distributed Generation in Distributed Network
    Cui, Hong
    2012 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2012,