Optimal Day-ahead Scheduling of Electricity and Natural Gas System at the Distribution Level Considering Uncertainty of Natural Gas Load

被引:0
|
作者
Zhang Weitong [1 ]
Chen Jian [1 ]
Zhang Hongkai [1 ]
Zhang Yicheng [2 ]
Li Tianshu [3 ]
机构
[1] Shandong Univ, Sch Elect Engn, Jinan, Shandong, Peoples R China
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
[3] Chongqing Univ, Sch Software Engn, Chongqing, Peoples R China
基金
中国国家自然科学基金;
关键词
Alternating direction method of multipliers (ADMM); column-and-constraint generation (C&CG); day-ahead scheduling; electricity and natural gas systems; gas turbines; OPTIMIZATION;
D O I
暂无
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
With the widespread of micro-turbines (MT) in the distribution network, the interaction between electricity and natural gas system is intensified. Compared with scheduling separately, the joint scheduling of the electricity and natural gas system is more economical and reliable. In this paper, we present an optimal day-ahead scheduling model of the electricity and natural gas system based on alternating direction method of multipliers (ADMM) to handle the opacity of the information between the electricity network and natural gas network. Besides, with consideration of the uncertainties of distributed generation (DG), the variations of the consumption in electricity network and the natural gas network, the worst case of the system is obtained by column-and-constraint generation (C&CG) algorithm and the natural gas flow model is processed by adopting incremental piecewise linear method (IPLM) which alleviates the difficulty of problem-solving. Finally, the effectiveness of the proposed model is validated by the case study.
引用
收藏
页码:235 / 240
页数:6
相关论文
共 50 条
  • [1] Integrated Electricity and Natural Gas System for Day-ahead Scheduling
    Xu, Yang
    Zhao, Fei
    Lai, Loi Lei
    Wang, Yifei
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2019, : 2242 - 2247
  • [2] Day-Ahead Dispatch of Integrated Electricity and Natural Gas System Considering Reserve Scheduling and Renewable Uncertainties
    Liu, Fan
    Bie, Zhaohong
    Wang, Xu
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (02) : 646 - 658
  • [3] Day-Ahead Scheduling of Distribution Level Integrated Electricity and Natural Gas System Based on Fast-ADMM With Restart Algorithm
    Chen, Jian
    Zhang, Weitong
    Zhang, Yicheng
    Bao, Guannan
    [J]. IEEE ACCESS, 2018, 6 : 17557 - 17569
  • [4] Day-Ahead Hierarchical Optimal Scheduling for Offshore Integrated Electricity-Gas-Heat Energy System Considering Load Forecasting
    Liu, Shuwei
    Yang, Zhibin
    Du, Yinchang
    Kong, Fanxu
    Ding, Yurong
    Wang, Xuechun
    [J]. 45TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2019), 2019, : 2342 - 2347
  • [5] Optimal Day-Ahead Scheduling for Active Distribution Network Considering Uncertainty
    Vemalaiah, Kasi
    Khatod, Dheeraj Kumar
    Padhy, Narayana Prasad
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS, PEDES, 2022,
  • [6] Hourly Electricity Demand Response in the Stochastic Day-Ahead Scheduling of Coordinated Electricity and Natural Gas Networks
    Zhang, Xiaping
    Shahidehpour, Mohammad
    Alabdulwahab, Ahmed
    Abusorrah, Abdullah
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (01) : 592 - 601
  • [7] Stochastic framework for day-ahead scheduling of coordinated electricity and natural gas networks considering multiple downward energy hubs
    Hosseini, S. E.
    Ahmarinejad, A.
    [J]. JOURNAL OF ENERGY STORAGE, 2021, 33
  • [8] Decentralized day-ahead scheduling of multi-area integrated electricity and natural gas systems considering reserve optimization
    Wu, Gang
    Xiang, Yue
    Liu, Junyong
    Gou, Jing
    Shen, Xiaodong
    Huang, Yuan
    Jawad, Shafqat
    [J]. ENERGY, 2020, 198
  • [9] Optimal Day-Ahead Scheduling of Power-to-Gas Energy Storage and Gas Load Management in Wholesale Electricity and Gas Markets
    Khani, Hadi
    Farag, Hany Essa Zidan
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2018, 9 (02) : 940 - 951
  • [10] Day-Ahead Schedule and Equilibrium for the Coupled Electricity and Natural Gas Markets
    Ji, Zhenya
    Huang, Xueliang
    [J]. IEEE ACCESS, 2018, 6 : 27530 - 27540