Multi-agent decentralized microgrids planning considering long-term demand response model

被引:6
|
作者
Nemati, Bizhan [1 ]
Hosseini, Seyed Mohammad Hassan [1 ]
机构
[1] Islamic Azad Univ, Dept Elect Engn, South Tehran Branch, Tehran, Iran
关键词
cooperative game theory; long-term model of DRPs; planning of MGs; ENERGY-STORAGE-SYSTEM; POWER; GENERATION; COST; MANAGEMENT; OPERATION; NETWORK;
D O I
10.1002/er.6960
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
Demand-side management resources, such as demand response programs (DRPs) are useful options for the reduction of energy cost according to the viewpoint of department of energy. Utilizing these resources in long-term studies like generation and transmission expansion planning (GTEP) needs long-term modeling. In this article, the GTEP was developed considering long-term model of DRPs using a cooperative game theory approach to minimize the total cost of microgrids (MGs). A two-level decision-making method was used to develop this model. On the top level, investment decisions were cooperatively made by MGs and a stochastic chance-constrained mixed integer linear programming formulation was modeled for investment decisions with operational uncertainties on the bottom level. The self-sufficiency index was also considered that guarantees supply of sensitive loads in islanding mode. Effectiveness of the proposed model was shown by numerical studies in three cases where in Case 1, load of each smart MG (SMG) will be supplied using its own resources and trading with the retail market. In Case 2, SMGs can also trade with each other in non-cooperative (profitable) approach and in Case 3, SMGs can trade with each other in cooperative approach. The total cost of SMGs was decreased in Case 2 compared to the previous case by 2.62%, which was due to the use of other SMGs' resources to provide load. Also, the total cost of SMGs was decreased in Case 3 compared to the two previous cases (2.92% and 0.3% decrease compared to the Cases 1 and 2, respectively), which was due to cooperative approach taken by SMGs in this case. In this approach, SMGs provide each other's load without additional cost and try to minimize the total cost of all the SMGs.
引用
收藏
页码:18149 / 18172
页数:24
相关论文
共 50 条
  • [41] Assessment of long-term water demand for the Mgeni system using Water Evaluation and Planning (WEAP) model considering demographics and extended dry climate periods
    Nagan, Vernon
    Seyam, Mohammed
    Abunama, Taher
    WATER SA, 2023, 49 (04) : 338 - 354
  • [42] Long-term, multi-stage low-carbon planning model of electricity-gas-heat integrated energy system considering ladder-type carbon trading mechanism and CCS
    Lei, Dayong
    Zhang, Zhonghui
    Wang, Zhaojun
    Zhang, Liuyu
    Liao, Wei
    ENERGY, 2023, 280
  • [43] Long-term energy system planning considering short-term operational constraints
    Gaur, Ankita Singh
    Das, Partha
    Jain, Anjali
    Bhakar, Rohit
    Mathur, Jyotirmay
    ENERGY STRATEGY REVIEWS, 2019, 26
  • [44] Day-ahead economical planning of multi-vector energy district considering demand response program
    Ghasemi-Marzbali, Ali
    Shafiei, Mohammad
    Ahmadiahangar, Roya
    APPLIED ENERGY, 2023, 332
  • [45] Multi-Objective Demand Response Model Considering the Probabilistic Characteristic of Price Elastic Load
    Yang, Shengchun
    Zeng, Dan
    Ding, Hongfa
    Yao, Jianguo
    Wang, Ke
    Li, Yaping
    ENERGIES, 2016, 9 (02)
  • [46] Long-term optimal planning of distributed generations and battery energy storage systems towards high integration of green energy considering uncertainty and demand response program
    Ba-swaimi, Saleh
    Verayiah, Renuga
    Ramachandaramurthy, Vigna K.
    Alahmad, Ahmad K.
    JOURNAL OF ENERGY STORAGE, 2024, 100
  • [47] 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)
  • [48] Energy Management of multi-microgrids considering impacts of plug-in hybrid vehicles uncertainties and demand response
    Datta, Juhi
    Das, Debapriya
    IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2021,
  • [49] Strategic decision-making of distribution network operator with multi-microgrids considering demand response program
    Jalali, Mehdi
    Zare, Kazem
    Seyedi, Heresh
    ENERGY, 2017, 141 : 1059 - 1071
  • [50] Evaluating the role of electricity storage by considering short-term operation in long-term planning
    Brijs, Tom
    van Stiphout, Arne
    Siddiqui, Sauleh
    Belmans, Ronnie
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2017, 10 : 104 - 117