Modelling hierarchical decision making framework for operation of active distribution grids

被引:69
|
作者
Bahramara, Salah [1 ]
Moghaddam, Mohsen Parsa [1 ]
Haghifam, Mahmoud Reza [1 ]
机构
[1] Tarbiat Modares Univ, Fac Elect & Comp Engn, Tehran, Iran
关键词
distributed power generation; decision making; duality (mathematics); nonlinear programming; modelling hierarchical decision making framework; active distribution grids; ADG; distribution company; Disco; microgrids; nonlinear bilevel optimisation problem; linear single-level problem; Karush-Kuhn-Tucker conditions; dual theory; hypothetical distribution grid; DISTRIBUTION-SYSTEMS; ENERGY MANAGEMENT; DEMAND RESPONSE; MICROGRIDS; GENERATION;
D O I
10.1049/iet-gtd.2015.0327
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
In this study, a hierarchical decision making framework for operation of active distribution grids (ADGs) in which distribution company (Disco) and microgrids (MGs) cooperate with each other is modelled. Since there are several MGs, which may have independent decision makers, in ADGs, two levels of decision makers are considered in this framework. The mentioned framework is modelled as a bi-level optimisation problem in which Disco and MGs are considered as the leader and the followers, respectively. The resulting model is a non-linear bi-level problem which is transformed into a linear single-level problem through Karush-Kuhn-Tucker conditions and dual theory. To evaluate the effectiveness of the model, a hypothetical distribution grid is considered as the case study.
引用
收藏
页码:2555 / 2564
页数:10
相关论文
共 50 条
  • [41] A hybrid of industrial maintenance decision making grids
    Yunusa-Kaltungo, Akilu
    Labib, Ashraf
    PRODUCTION PLANNING & CONTROL, 2021, 32 (05) : 397 - 414
  • [42] A quantum framework for modelling subjectivity in multi-attribute group decision making
    He, Zichang
    Chan, Felix T. S.
    Jiang, Wen
    COMPUTERS & INDUSTRIAL ENGINEERING, 2018, 124 : 560 - 572
  • [43] A decision-making framework for automating distribution centers in the Retail supply
    Dubey, Vivek Kumar
    Veeramani, Dharmaraj
    HELIYON, 2024, 10 (10)
  • [44] A Hierarchical Framework for Evaluation and Informed Decision Making Regarding Smartphone Apps for Clinical Care
    Torous, John Blake
    Chan, Steven Richard
    Gipson, Shih Yee-Marie Tan
    Kim, Jung Won
    Thuc-Quyen Nguyen
    Luo, John
    Wang, Philip
    PSYCHIATRIC SERVICES, 2018, 69 (05) : 498 - 500
  • [45] Impact of information sharing in hierarchical decision-making framework in manufacturing supply chains
    Celik, Nurcin
    Nageshwaraniyer, Sai Srinivas
    Son, Young-Jun
    JOURNAL OF INTELLIGENT MANUFACTURING, 2012, 23 (04) : 1083 - 1101
  • [46] A Hierarchical Multi⁃Agent Collaborative Decision⁃making Method Based on the Actor⁃critic Framework
    Fu, Yanfang
    Lei, Kailin
    Wei, Jianing
    Cao, Zijian
    Yang, Bo
    Wang, Wei
    Sun, Zelong
    Li, Qinjie
    Binggong Xuebao/Acta Armamentarii, 2024, 45 (10): : 3385 - 3396
  • [47] Green Logistics Development Decision-Making: Factor Identification and Hierarchical Framework Construction
    Zhang, Meng
    Sun, Minghe
    Bi, Datian
    Liu, Tongzhe
    IEEE ACCESS, 2020, 8 (08): : 127897 - 127912
  • [48] A hierarchical fusion framework to integrate homogeneous and heterogeneous classifiers for medical decision-making
    Wang, Linjing
    Mo, Tianlan
    Wang, Xuetao
    Chen, Wentao
    He, Qiang
    Li, Xin
    Zhang, Shuxu
    Yang, Ruimeng
    Wu, Jialiang
    Gu, Xuejun
    Wei, Jun
    Xie, Peiliang
    Zhou, Linghong
    Zhen, Xin
    KNOWLEDGE-BASED SYSTEMS, 2021, 212
  • [49] Impact of information sharing in hierarchical decision-making framework in manufacturing supply chains
    Nurcin Celik
    Sai Srinivas Nageshwaraniyer
    Young-Jun Son
    Journal of Intelligent Manufacturing, 2012, 23 : 1083 - 1101
  • [50] Editorial: The operation and evolution of infrastructures: the role of agent-based modelling and decision making
    Lukszo, Zofia
    Dijkema, Gerard P. J.
    INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURES, 2009, 5 (04) : 299 - 307