Demand Management using Utility based Real Time Pricing for Smart Grid with a New Cost Function

被引:0
|
作者
Ahmed, Khandakar Tanvir [1 ]
Hasan, Md. Nabid [1 ]
Hossain, Md. Farhad [1 ]
Munasinghe, Kumudu S. [2 ]
Jamalipour, Abbas [3 ]
机构
[1] Bangladesh Univ Engn & Technol, Dept Elect & Elect Engn, Dhaka, Bangladesh
[2] Univ Canberra, Fac Educ Sci Technol & Maths, Canberra, ACT 2617, Australia
[3] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
关键词
Smart Grid; Smart Home; Real Time Pricing (RTP); Demand Side Management (DSM); Dual Decomposition;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Considering the time-varying power consumption of users and cost of generation over a day, demand side management (DSM) has become essential to meet the excessive need of users with the limited source of power. In this paper, we propose a utility based optimal Real-Time Pricing (RTP) mechanism for the future smart grid communication systems such that the electricity price corresponds to the optimum system welfare. Here, we formulate a distributed algorithm which is based on the two-way communication among users, decision maker, and energy provider through the exchange of control messages, and determine the optimal price maintaining the equality between the total demand and the offered generation. We also propose a novel cost function for energy provider exhibiting how it reduces the impact of the change in user number to electricity price, unlike a previously proposed cost function. Simulation results confirm that the proposed algorithm is favorable for both the users and energy provider in terms of electricity price and generation cost respectively. It is also demonstrated that our new cost function makes the RTP algorithm user-adaptive and offers a better welfare to both the users and the energy provider.
引用
收藏
页码:460 / 465
页数:6
相关论文
共 50 条
  • [1] The real-time pricing optimization model of smart grid based on the utility function of the logistic function
    Li, Yuanyuan
    Li, Junxiang
    He, Jianjia
    Zhang, Shuyuan
    [J]. ENERGY, 2021, 224
  • [2] Optimal Real-time Pricing Algorithm Based on Utility Maximization for Smart Grid
    Samadi, Pedram
    Mohsenian-Rad, Amir-Hamed
    Schober, Robert
    Wong, Vincent W. S.
    Jatskevich, Juri
    [J]. 2010 IEEE 1ST INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2010, : 415 - 420
  • [3] An improved real-time pricing algorithm based on utility maximization for smart grid
    Song, Xin
    Qu, Jiayu
    [J]. 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 2509 - 2513
  • [4] Real-Time Pricing for Demand Response in Smart Grid Based on Alternating Direction Method of Multipliers
    Zhu, Hongbo
    Gao, Yan
    Hou, Yong
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [5] Optimal Real-Time Pricing under Load Uncertainty based on Utility Maximization for Smart Grid
    Tarasak, Poramate
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2011,
  • [6] Optimal Real time pricing based on Income maximization for Smart Grid
    Ahmadzadeh, Sahar
    Yang, Kun
    [J]. CIT/IUCC/DASC/PICOM 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY - UBIQUITOUS COMPUTING AND COMMUNICATIONS - DEPENDABLE, AUTONOMIC AND SECURE COMPUTING - PERVASIVE INTELLIGENCE AND COMPUTING, 2015, : 626 - 631
  • [7] A Voluntary-Based Real-Time Incentive Scheme for Smart Grid Demand Management
    Bi, Ying
    Jamalipour, Abbas
    [J]. 2014 21ST INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (ICT), 2014, : 447 - 451
  • [8] A Real-Time Information Based Demand-Side Management System in Smart Grid
    Ye, Feng
    Qian, Yi
    Hu, Rose Qingyang
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 27 (02) : 329 - 339
  • [9] Privacy of Real-Time Pricing in Smart Grid
    GhoddousiBoroujeni, Mahrokh
    Fay, Dominik
    Dimitrakakis, Christos
    Kamgarpour, Maryam
    [J]. 2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC), 2019, : 5162 - 5167
  • [10] Aggregate Demand-Based Real-Time Pricing Mechanism for the Smart Grid: A Game-Theoretic Analysis
    Bandyopadhyay, Sambaran
    Narayanam, Ramasuri
    Kota, Ramachandra
    Petra, Mohammad Iskandarbin
    Charbiwala, Zainul
    [J]. PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI), 2015, : 2554 - 2560