Co-optimization of distributed generation, flexible load, and energy storage for promoting renewable energy consumption and power balancing in distribution networks

被引:1
|
作者
Zhu, Zhouhong [1 ]
Wang, Ding [1 ]
Tang, Bo [1 ]
Zhao, Xiaoli [1 ]
Gu, Guangrong [1 ]
Yang, Peng [2 ]
Lai, Xin [3 ]
机构
[1] Shanghai Univ Elect Power, Sch Elect Engn, Shanghai 200090, Peoples R China
[2] State Grid Henan Elect Power Co Ltd, Xinyang Power Supply Co, Xinyang 464000, Henan, Peoples R China
[3] Univ Shanghai Sci & Technol, Sch Mech Engn, Shanghai 200093, Peoples R China
关键词
Renewable energy consumption; DG-FL-ES co-optimization; Power balancing capacity; DG-FL uncertainty; Information entropy theory; Event driven;
D O I
10.1016/j.epsr.2024.111124
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
As more and more DGs are built and connected to the DN, the DN exhibits a notable degree of stochasticity and volatility. This stochasticity and volatility can result in an imbalance of active power in real-time, which may ultimately lead to a collapse of the DN. Therefore, in order to achieve a balance between carbon emissions and economic efficiency, this study introduces a strategy aimed at enhancing the PBC of the DN by employing a collaborative optimization approach involving DG, FL, and ES. The main contribution of this paper is to find a methodology for the co-optimization of DG, FL, and ES, which optimizes the PBC of the DN and the absorption rate of DG to the best conditions. Firstly, a model of DG-FL uncertainty in multiple scenarios is developed, and typical operational scenarios are extracted by effectively quantifying the DG-FL uncertainty of the distribution network. Secondly, a quantitative evaluation method for the balance degree of DG-FL based on IET is proposed. Finally, a two-stage optimization model for DG-FL-ES collaboration is established. The scientific rigor and practical applicability of the proposed method for improving the PBC and facilitating the integration of renewable energy sources are demonstrated through a case study of the power grid in a specific region of Zhejiang Province. The results demonstrate that the method proposed in this paper can enhance the BDODF by 43.44 % and achieve a 100 % absorption rate of renewable energy.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Robust Optimization of Renewable Energy Based Distribution Networks Considering Electrical Energy Storage and Fuel Cell
    Ghahramani, Mehrdad
    Heris, Morteza Nazari
    Zare, Kazem
    Ivatloo, Behnam Mohammadi
    26TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE 2018), 2018, : 1343 - 1349
  • [42] On Privacy Preservation of Distributed Energy Resource Optimization in Power Distribution Networks
    Huo, Xiang
    Liu, Mingxi
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2025, 12 (01): : 228 - 240
  • [43] Integration of renewable energy sources, energy storage systems, and electrical vehicles with smart power distribution networks
    A. R. Di Fazio
    T. Erseghe
    E. Ghiani
    M. Murroni
    P. Siano
    F. Silvestro
    Journal of Ambient Intelligence and Humanized Computing, 2013, 4 : 663 - 671
  • [44] Integration of renewable energy sources, energy storage systems, and electrical vehicles with smart power distribution networks
    Di Fazio, A. R.
    Erseghe, T.
    Ghiani, E.
    Murroni, M.
    Siano, P.
    Silvestro, F.
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2013, 4 (06) : 663 - 671
  • [45] Optimal Placement of Intermittent Renewable Energy Resources and Energy Storage System in Smart Power Distribution Networks
    Galvan, Eric
    Mandal, Paras
    Ul Haque, Ashraf
    Tseng, Tzu-Liang
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2017, 45 (14) : 1543 - 1553
  • [46] MULTI UNITS OF SINGLE PHASE DISTRIBUTED GENERATION COMBINED WITH BATTERY ENERGY STORAGE FOR PHASE POWER BALANCING IN DISTRIBUTION NETWORK
    Amirullah
    Ashari, Mochamad
    Penangsan, Ontoseno
    Soeprijanto, Adi
    JURNAL TEKNOLOGI, 2016, 78 (10-4): : 27 - 33
  • [47] Energy and Reserve Co-optimization in Power System with Wind and PV power
    Vasilj, Josip
    Jakus, Damir
    Sarajcev, Petar
    2015 12TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET (EEM), 2015,
  • [48] Methodology for Joint Allocation of Energy Storage and Renewable Distributed Generation
    Kalkhambkar, Vaiju
    Kumar, Rajesh
    Bhakar, Rohit
    2016 INTERNATIONAL CONFERENCE ON RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE), 2016,
  • [49] Strategy for renewable energy storage in a dynamic distributed generation system
    Luo, Yu
    Shi, Yixiang
    Zheng, Yi
    Gan, Zhongxue
    Cai, Ningsheng
    8TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY (ICAE2016), 2017, 105
  • [50] APPLICATION OF CRYOGENIC ENERGY STORAGE (CES) IN DISTRIBUTED RENEWABLE GENERATION
    Rusovs, Dmitrijs
    Parsikova, Lubova
    20TH INTERNATIONAL SCIENTIFIC CONFERENCE ENGINEERING FOR RURAL DEVELOPMENT, 2021, : 1598 - 1603