Integrated Transmission Network Planning by Considering Wind Power's Uncertainty and Disasters

被引:1
|
作者
Shi, Yishan [1 ]
Guo, Ruipeng [1 ]
Tang, Yuchen [2 ]
Lin, Yi [2 ]
Yang, Zhanxin [1 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
[2] State Grid Fujian Econ Res Inst, Fuzhou, Peoples R China
关键词
chance constraint; convex relaxation constraint; bi-level planning model; skeleton network planning; Gaussian mixture model; wind power's uncertainty; RECONFIGURATION; MODEL; OPTIMIZATION; VARIABLES; ALGORITHM; LOAD;
D O I
10.3390/en16145336
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The penetration of wind turbines and other power sources with strong uncertainty into the grid has increased in recent years. It has brought significant technical challenges to power systems' operation. The volatility and intermittency of wind power increase the risk of insufficient transmission capacity of the lines. Therefore, the traditional deterministic planning methods for transmission grids are no longer fully applicable. On the other hand, the frequent disasters in recent years have posed a great threat to the power system, especially for the transmission grid. This requires the design of transmission lines with high design standards, such as skeleton networks, to withstand disasters. With the aim to address these problems, a bi-level integrated network planning model for the transmission grid is developed by considering wind power's uncertainty and load guarantee under disasters. Chance constraints are used in the model to characterize wind power's uncertainty, and a skeleton network is adopted to cope with disasters. Moreover, based on a convex relaxation method, the chance constraints are converted into the probabilistic inequalities to be solved. The proposed method is simulated in the IEEE 118 bus system, and the obtained network planning scheme is further analyzed in the scenario tests. And the result of the tests proves the validity and reasonableness of the proposed method.
引用
收藏
页数:25
相关论文
共 50 条
  • [31] New transmission network planning model considering power reserve
    Wu, Peng
    Cheng, Haozhong
    Xing, Jie
    Shi, Fangdi
    Huang, Wei
    Ying, Zhiwei
    Jiang, Fengqing
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2009, 33 (07): : 22 - 26
  • [32] Offshore Transmission Network Planning for Wind Integration Considering AC and DC Transmission Options
    Meng, Ke
    Zhang, Wang
    Qiu, Jing
    Zheng, Yu
    Dong, Zhao Yang
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (06) : 4258 - 4268
  • [33] Expansion of Transmission Networks Considering Large Wind Power Penetration and Demand Uncertainty
    Correa, C.
    Sanchez, A.
    Marulanda, G.
    IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (03) : 1235 - 1244
  • [34] Optimal Dispatch of Coal-Wind-Hydrogen Integrated System Considering Wind Power Uncertainty
    Wu, Yuhan
    Wang, Zhenshu
    Song, Wenhao
    Zhao, Weitu
    2022 IEEE/IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (I&CPS ASIA 2022), 2022, : 369 - 373
  • [35] MOEAD based transmission network planning with wind power generation
    Wang Xiaoming
    Gou Xudan
    Chen Hanlin
    Zhang Xuexia
    Sun Bo
    Yu Zixuan
    2018 2ND INTERNATIONAL WORKSHOP ON RENEWABLE ENERGY AND DEVELOPMENT (IWRED 2018), 2018, 153
  • [36] Planning and Expansion of the Transmission Network in the Presence of Wind Power Plants
    Sun, Hui
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (12) : 884 - 891
  • [37] Transmission Network Expansion Planning Considering Uncertainty in Demand with Global and Nodal Approach
    Gonzalez-Cabrera, N.
    Reyes, D. E. Hernandez
    Garcia, V. Torres
    IEEE LATIN AMERICA TRANSACTIONS, 2024, 22 (10) : 864 - 870
  • [38] Transmission Network Expansion Planning Considering Wind Power and Load Uncertainties Based on Multi-Agent DDQN
    Wang, Yuhong
    Zhou, Xu
    Shi, Yunxiang
    Zheng, Zongsheng
    Zeng, Qi
    Chen, Lei
    Xiang, Bo
    Huang, Rui
    ENERGIES, 2021, 14 (19)
  • [39] AC Transmission Expansion Planning Considering Uncertainty
    Sanchez, Richard M.
    Villacres, Luis R.
    Torres, Santiago P.
    Castro, Carlos A.
    PROCEEDINGS OF 2019 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT-EUROPE), 2019,
  • [40] INTEGRATED AC TRANSMISSION NETWORK EXPANSION AND REACTIVE POWER PLANNING
    Rahmani, M.
    Rashidinejad, M.
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF ELECTRICAL ENGINEERING, 2011, 35 (E2) : 127 - 140