Robust planning of distributed battery energy storage systems in flexible smart distribution networks: A comprehensive study

被引:55
|
作者
Bozorgavari, Seyed Aboozar [1 ]
Aghaei, Jamshid [1 ,2 ]
Pirouzi, Sasan [3 ]
Nikoobakht, Ahmad [4 ]
Farahmand, Hossein [2 ]
Korpas, Magnus [2 ]
机构
[1] Shiraz Univ Technol, Dept Elect & Elect Engn, Shiraz, Iran
[2] Norwegian Univ Sci & Technol NTNU, Dept Elect Power Engn, NO-7491 Trondheim, Norway
[3] Islamic Azad Univ, Fac Engn, Semirom Branch, Semirom, Esfahan, Iran
[4] Higher Educ Ctr Eghlid, Eghlid, Iran
来源
关键词
Bounded uncertainty-based robust optimization; Distributed battery energy storage systems; Distribution system operator; Robust planning; Variable renewable energy sources; Smart distribution network; System flexibility; ELECTRIC VEHICLES; OPTIMIZATION; TECHNOLOGIES; PLACEMENT; MODELS;
D O I
10.1016/j.rser.2020.109739
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents a robust planning of distributed battery energy storage systems (DBESSs) from the viewpoint of distribution system operator (DSO) to increase the network flexibility. Initially, the deterministic model of the proposed problem is expressed by minimizing the difference between the DBESS planning, degradation and operation (charging) costs and the revenue of DBESS from selling its stored energy subject to the constraints of AC power flow equations in the presence of RESs and DBESSs, and technical limits of the network indexes, variable renewable energy sources (vRESs) and DBESSs. This problem is modeled as a non-linear programming (NLP), then, an equivalent linear programming (LP) model is proposed using the first-order expansion of Taylor's series for linearization of power flow equations and a polygon for linearization of circular inequalities. Also, to model the uncertain parameters in the proposed problem including forecasted active and reactive loads, energy and charging/discharging prices and the output power of vRES, the bounded uncertainty-based robust optimization (BURO) framework is proposed in the next step. Finally, the proposed scheme is applied to 19-bus MV CIGRE benchmark grid by GAMS software to investigate the capability and efficiency of the model.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Flexibility Planning of Distributed Battery Energy Storage Systems in Smart Distribution Networks
    Aghaei, Jamshid
    Bozorgavari, Seyed Aboozar
    Pirouzi, Sasan
    Farahmand, Hossein
    Korpras, Magnus
    [J]. IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF ELECTRICAL ENGINEERING, 2020, 44 (03) : 1105 - 1121
  • [2] Flexibility Planning of Distributed Battery Energy Storage Systems in Smart Distribution Networks
    Jamshid Aghaei
    Seyed Aboozar Bozorgavari
    Sasan Pirouzi
    Hossein Farahmand
    Magnus Korpås
    [J]. Iranian Journal of Science and Technology, Transactions of Electrical Engineering, 2020, 44 : 1105 - 1121
  • [3] Optimal Planning of Distributed Battery Energy Storage Systems in Unbalanced Distribution Networks
    Muqbel, Ammar
    Al-Awami, Ali T.
    Parvania, Masood
    [J]. IEEE SYSTEMS JOURNAL, 2022, 16 (01): : 1194 - 1205
  • [4] Two-stage hybrid stochastic/robust optimal coordination of distributed battery storage planning and flexible energy management in smart distribution network
    Bozorgavari, Seyed Aboozar
    Aghaei, Jamshid
    Pirouzi, Sasan
    Vahidinasab, Vahid
    Farahmand, Hossein
    Korpas, Magnus
    [J]. JOURNAL OF ENERGY STORAGE, 2019, 26
  • [5] Robust planning for distributed energy storage systems considering location marginal prices of distribution networks
    Sun, Yue
    Wang, Luohao
    Zhao, Shengnan
    Cheng, Xingong
    Li, Qiqiang
    [J]. MEASUREMENT & CONTROL, 2024, 57 (05): : 598 - 617
  • [6] A Comprehensive Review of the Integration of Battery Energy Storage Systems Into Distribution Networks
    Stecca, Marco
    Elizondo, Laura Ramirez
    Soeiro, Thiago Batista
    Bauer, Pavol
    Palensky, Peter
    [J]. IEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY, 2020, 1 (01): : 46 - 65
  • [7] Inclusion of Battery SoH Estimation in Smart Distribution Planning With Energy Storage Systems
    Alrumayh, Omar
    Wong, Steven
    Bhattacharya, Kankar
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (03) : 2323 - 2333
  • [8] Expansion Planning of Active Distribution Networks With Centralized and Distributed Energy Storage Systems
    Shen, Xinwei
    Shahidehpour, Mohammad
    Han, Yingduo
    Zhu, Shouzhen
    Zheng, Jinghong
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (01) : 126 - 134
  • [9] Expansion Planning of Active Distribution Networks with Centralized and Distributed Energy Storage Systems
    Shen, Xinwei
    Shahidehpour, Mohammad
    Han, Yingduo
    Zhu, Shouzhen
    Zheng, Jinghong
    [J]. 2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [10] Moving target defense of FDIAs for battery energy storage systems in smart distribution networks
    Liu, Zhiying
    Li, Yuancheng
    Wang, Qingle
    Li, Jianbin
    [J]. JOURNAL OF ENERGY STORAGE, 2023, 72