A Power Scheduling Game for Reducing the Peak Demand of Residential Users

被引:0
|
作者
Barbato, Antimo [1 ]
Capone, Antonio [2 ]
Chen, Lin [3 ]
Martignon, Fabio [3 ]
Paris, Stefano [4 ]
机构
[1] Univ Bergamo, DIIMM, Bergamo, Italy
[2] Politecn Milan, DEIB, Milan, Italy
[3] Paris Sud Univ, LRI, Paris, France
[4] Paris Descartes Univ, LIPADE, Paris, France
关键词
Demand Management System; Power Scheduling; Game Theory; Potential Games; MANAGEMENT; ENERGY;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Smart Grids have recently gained increasing attention as a means to efficiently manage the houses energy consumption in order to reduce their peak absorption, thus improving the performance of power generation and distribution systems. In this paper, we propose a fully distributed Demand Management System especially tailored to reduce the peak demand of a group of residential users. We model such system using a game theoretical approach; in particular, we propose a dynamic pricing strategy, where energy tariffs are function of the overall power demand of customers. In such scenario, multiple selfish users select the cheapest time slots (minimizing their daily bill) while satisfying their energy requests. We theoretically show that our game is potential, and propose a simple yet effective best response strategy that converges to a Pure Nash Equilibrium, thus proving the robustness of the power scheduling plan obtained without any central coordination of the operator. Numerical results, obtained using real energy consumption traces, show that the system-wide peak absorption achieved in a completely distributed fashion can be reduced up to 20%, thus decreasing the CAPEX necessary to meet the growing energy demand.
引用
收藏
页码:137 / 142
页数:6
相关论文
共 50 条
  • [1] EV Scheduling Framework for Peak Demand Management in LV Residential Networks
    Rafique, Sohaib
    Nizami, Mohammad Sohrab Hasan
    Irshad, Usama Bin
    Hossain, Mohammad Jahangir
    Mukhopadhyay, Subhas Chandra
    [J]. IEEE SYSTEMS JOURNAL, 2022, 16 (01): : 1520 - 1528
  • [2] Residential power scheduling for demand response in smart grid
    Ma, Kai
    Yao, Ting
    Yang, Jie
    Guan, Xinping
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 78 : 320 - 325
  • [3] Peak residential water demand
    Tricarico, C.
    de Marinis, G.
    Gargano, R.
    Leopardi, A.
    [J]. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT, 2007, 160 (02) : 115 - 121
  • [4] RPSMDSM: Residential Power Scheduling and Modelling for Demand Side Management
    Ahmed, Sheeraz
    Raza, Ali
    Shafique, Shahryar
    Ahmad, Mukhtar
    Khan, M. Yousaf Ali
    Nawaz, Asif
    Tariq, Rohi
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 14 (06): : 2398 - 2421
  • [5] Aggregated Load Scheduling for Residential Multi-Class Appliances: Peak Demand Reduction
    Azar, Armin Ghasem
    Jacobsen, Rune Hylsberg
    Zhang, Qi
    [J]. 2015 12TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET (EEM), 2015,
  • [6] Evolutionary Game-theoretic Analysis for Residential Users Considering Integrated Demand Response
    Gao, Bingtuan
    Chen, Chen
    Qin, Yanhui
    Liu, Xiaofeng
    Zhu, Zhenyu
    [J]. JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2021, 9 (06) : 1500 - 1509
  • [7] Evolutionary Game-theoretic Analysis for Residential Users Considering Integrated Demand Response
    Bingtuan Gao
    Chen Chen
    Yanhui Qin
    Xiaofeng Liu
    Zhenyu Zhu
    [J]. Journal of Modern Power Systems and Clean Energy, 2021, 9 (06) : 1500 - 1509
  • [8] PEAK AND OFF-PEAK RESIDENTIAL WATER DEMAND
    LYMAN, RA
    [J]. WATER RESOURCES RESEARCH, 1992, 28 (09) : 2159 - 2167
  • [9] Residential Peak Power Demand Shaving by Using Single-Phase Residential Static VAR Compensators
    Latif, Muhammad Kamran
    Delgado, Andres Valdepena
    Ahmed-Zaid, Said
    Gnaedinger, Randy
    [J]. 2020 CLEMSON UNIVERSITY POWER SYSTEMS CONFERENCE (PSC), 2020,
  • [10] SUBSIDIZED POWER INTERRUPTION FOR REDUCING PEAKS IN ENERGY DEMAND: A STACKELBERG GAME
    Kontogiorgos, Panagiotis
    Papavassilopoulos, George P.
    [J]. 2014 6TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING (ISCCSP), 2014, : 421 - 424