An Agent-Based Two-Stage Trading Model for Direct Electricity Procurement of Large Consumers

被引:4
|
作者
Zhang, Jian [1 ]
Zheng, Yanan [2 ]
Yao, Mingtao [2 ]
Wang, Huiji [3 ]
Hu, Zhaoguang [3 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
[2] Chinese Acad Macroecon Res, Energy Res Inst, Beijing 100038, Peoples R China
[3] North China Elect Power Univ, Sch Elect & Elect Engn, Beijing 102206, Peoples R China
关键词
direct electricity procurement; large consumers; multi-agent; trading mechanism; two-stage; ENERGY PROCUREMENT; MARKET; STRATEGIES; PORTFOLIO; PRICES; SYSTEM;
D O I
10.3390/su11185031
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Many electricity markets around the world are still at developmental and transitional stages. To complete the transition and achieve the key objectives of perfect market design, designers often choose direct electricity procurement of large consumers (LCs) as a pilot. The trading mechanism is critical because it lays the foundation for the exploration of formulating a trading model and the succeeding solution; however, the existing trading mechanisms of direct electricity procurement struggle to cope with new challenges that electric power systems are facing. This paper proposes a novel two-stage trading mechanism, considering both the fairness and efficiency of direct electricity procurement. Based on the proposed trading mechanism, an agent-based trading model with multiple participants is developed. The simulation results of the transactions between LCs and generation companies (GenCos) illustrate the feasibility and effectiveness of the proposed mechanism. With this mechanism, LCs and GenCos will have more choices in the trading process and can benefit from the reduction of the average market price. The two-stage trading model provides a new choice for market designers and participants of direct electricity procurement.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] ENVIRONMENTAL EFFICIENCY ANALYSIS BASED ON RELATIONAL TWO-STAGE DEA MODEL
    Shi, Xiao
    RAIRO-OPERATIONS RESEARCH, 2016, 50 (4-5) : 965 - 977
  • [22] A two-stage inexact-stochastic programming model for planning carbon dioxide emission trading under uncertainty
    Chen, W. T.
    Li, Y. P.
    Huang, G. H.
    Chen, X.
    Li, Y. F.
    APPLIED ENERGY, 2010, 87 (03) : 1033 - 1047
  • [23] An interval-fuzzy two-stage stochastic programming model for planning carbon dioxide trading under uncertainty
    Li, M. W.
    Li, Y. P.
    Huang, G. H.
    ENERGY, 2011, 36 (09) : 5677 - 5689
  • [24] Agent-Based Simulation of the Two-Dimensional Patlak-Keller-Segel Model
    Bae, Gyu Ho
    Baek, Seung Ki
    JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2019, 75 (06) : 424 - 429
  • [25] Research on pricing models for technology-trading platforms with different business models: A two-stage dynamic game model
    Zhao, Yan
    Ni, Yuan
    MANAGERIAL AND DECISION ECONOMICS, 2024, 45 (04) : 1868 - 1882
  • [26] Comparing two sensitivity analysis approaches for two scenarios with a spatially explicit rural agent-based model
    Schouten, Marleen
    Verwaart, Tim
    Heijman, Wim
    ENVIRONMENTAL MODELLING & SOFTWARE, 2014, 54 : 196 - 210
  • [27] A stochastic agent-based cooperative scheduling model of a multi-vector microgrid including electricity, hydrogen, and gas sectors
    Khaligh, Vahid
    Ghezelbash, Azam
    Mazidi, Mohammadreza
    Liu, Jay
    Ryu, Jun-Hyung
    Na, Jonggeol
    JOURNAL OF POWER SOURCES, 2022, 546
  • [28] Agent-based model for electricity consumption and storage to evaluate economic viability of tariff arbitrage for residential sector demand response
    Zheng, Menglian
    Meinrenken, Christoph J.
    Lackner, Klaus S.
    APPLIED ENERGY, 2014, 126 : 297 - 306
  • [29] Two-stage stochastic model for the price-based domestic energy management problem
    Shokri Gazafroudi, Amin
    Shafie-khah, Miadreza
    Heydarian-Forushani, Ehsan
    Hajizadeh, Amin
    Heidari, Alireza
    Manuel Corchado, Juan
    Catalao, Joao P. S.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 112 (404-416) : 404 - 416
  • [30] Small increases in agent-based model complexity can result in large increases in required calibration data
    Srikrishnan, Vivek
    Keller, Klaus
    ENVIRONMENTAL MODELLING & SOFTWARE, 2021, 138