Distributed PV Hosting Capacity Assessment of Distribution Network Based on Global Probabilistic Voltage Sensitivity

被引:0
|
作者
Zhang, Mingze [1 ]
Hua, Shenghui [1 ]
Ji, Yuan [1 ]
Li, Xincong [1 ]
Xia, Minhao [1 ]
Wang, Rui [2 ]
Wang, Jian [2 ]
机构
[1] State Grid Shanghai Econ Res Inst, Shanghai, Peoples R China
[2] Hohai Univ, Sch Elect & Power Engn, Nanjing, Peoples R China
关键词
probabilistic voltage sensitivity; Gaussian mixture model; voltage violation; PV hosting capacity;
D O I
10.1109/AEEES61147.2024.10545016
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
The scale of distributed PV integration into the distribution network is increasingly expanding recently. It is of significant importance to accurately assess the maximum capacity of distributed PV for ensuring the safe operation of the distribution network and PV planning. Therefore, an distributed PV hosting capacity assessment method of distribution network based on global probabilistic voltage sensitivity is proposed. Firstly, a voltage sensitivity model for the distribution network is constructed based on linear power flow model. Subsequently, a Gaussian mixture model is employed to establish a probability distribution model for the prediction errors of distributed PV. The probability analytical expressions for power fluctuation and voltage fluctuation are derived through the affine invariance of the Gaussian mixture distribution. Then, the probability distribution of voltage exceedance and voltage violation criteria are studied to calculate the hosting capacity of distributed PV in the distribution network. Finally, the adaptability and effectiveness of the proposed method are verified using an IEEE 33-node distribution network.
引用
收藏
页码:342 / 347
页数:6
相关论文
共 50 条
  • [41] Distribution Network Voltage State Assessment with Distributed Generation Based on Improved Probabilistic Power Flow Method
    Liao, Zhiwei
    Chen, Sisi
    Lin, Chuang
    10TH ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC 2018), 2018, : 609 - 617
  • [42] Enhanced Monte Carlo Simulation for PV Hosting Capacity Evaluation in Low Voltage Distribution
    Rapeearpakul, Natthapat
    Hoonchareon, Naebboon
    2024 21ST INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY, ECTI-CON 2024, 2024,
  • [43] Real-time distributed PV consumption capacity assessment method for distribution network based on graph attention network
    Bai, Ze
    Liu, Hao
    Bi, Tianshu
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2024, 44 (12): : 92 - 99
  • [44] Probabilistic Method for Distribution Network Electric Vehicle Hosting Capacity Assessment based on Combined Cumulants and Gram-Charlier Expansion
    Wang, Shouxiang
    Li, Chun
    Pan, Zhixin
    Wang, Jianming
    INNOVATIVE SOLUTIONS FOR ENERGY TRANSITIONS, 2019, 158 : 5067 - 5072
  • [45] Maximizing Hosting Capacity of Distributed Generation by Network Reconfiguration in Distribution System
    Takenobu, Yuji
    Kawano, Shunsuke
    Hayashi, Yasuhiro
    Yasuda, Norihito
    Minato, Shin-ichi
    2016 POWER SYSTEMS COMPUTATION CONFERENCE (PSCC), 2016,
  • [46] Electric Mobility Hosting Capacity assessment in Terni distribution network
    Gatta, Fabio Massimo
    Geri, Alberto
    Maccioni, Marco
    Carere, Federico
    Abbafati, Matteo
    Paulucci, Marco
    Bragatto, Tommaso
    2021 21ST IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2021 5TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC/I&CPS EUROPE), 2021,
  • [47] Probabilistic Hosting Capacity for Active Distribution Networks
    Al-Saadi, Hassan
    Zivanovic, Rastko
    Al-Sarawi, Said F.
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (05) : 2519 - 2532
  • [48] Probabilistic evaluation of the hosting capacity in distribution networks
    Le Baut, Julien
    Zehetbauer, Paul
    Kadam, Serdar
    Bletterie, Benoit
    Hatziargyriou, Nikos
    Smith, Jeff
    Rylander, Matt
    2016 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT-EUROPE), 2016,
  • [49] An Improved Hosting Capacity Assessment Method for Distribution Network with DERs
    Li, Yaqiong
    Zhou, Shengjun
    2021 11TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES 2021), 2021, : 349 - 352
  • [50] Distributionally Robust Distributed Generation Hosting Capacity Assessment in Distribution Systems
    Abad, Mohammad Seydali Seyf
    Ma, Jin
    Ahmadyar, Ahmad Shabir
    Marzooghi, Hesamoddin
    ENERGIES, 2018, 11 (11)