Demand-side management for smart grid networks using stochastic linear programming game

被引:9
|
作者
Qin, Hang [1 ]
Wu, Zhongbo [2 ]
Wang, Min [2 ]
机构
[1] Yangtze Univ, Comp Sch, Jingzhou 434023, Peoples R China
[2] Hubei Univ Arts & Sci, Sch Comp Engn, Xiangyang 441053, Peoples R China
来源
NEURAL COMPUTING & APPLICATIONS | 2020年 / 32卷 / 01期
关键词
Smart grid; Distributed demand-side management; Scheduling scheme; Stochastic linear programming game; SYSTEM; ARCHITECTURE;
D O I
10.1007/s00521-018-3787-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper analyzes the mode provisioning and scheduling, in light of the aggregation over distributed energy storage system for improving the interactions and energy trading decisions under the smart grid networks. Further a new smart power system equipped with energy storage devices yields efficiency and robustness in a novel structure, which can identify and react on the energy market equilibrium in a timely manner. An energy consumption and stochastic linear programming game in the distributed structure is proposed for the energy payments, so that scheduling for appliances and storage devices can be used here as well. Furthermore, it is easy to implement a proposed two-phase DSLPM (distributed stochastic linear programming management) algorithm to bring about optimality with both energy provider and users to approach payoff sharing under uncertainty. With the incomplete information, a price equilibrium scheme is proposed. Experimental results are shown to verify the consumed energy, payment, and convergence properties of the proposed models.
引用
收藏
页码:139 / 149
页数:11
相关论文
共 50 条
  • [41] Demand-side management-based dynamic pricing within smart grid environment
    Abaza, A.
    Azmy, Ahmed M.
    2013 IEEE INTERNATIONAL CONFERENCE ON SMART ENERGY GRID ENGINEERING (SEGE), 2013,
  • [42] Demand Side Management in Smart Grid
    Ganesh, M.
    Patnaik, R. K.
    INNOVATION IN ELECTRICAL POWER ENGINEERING, COMMUNICATION, AND COMPUTING TECHNOLOGY, IEPCCT 2019, 2020, 630 : 29 - 43
  • [43] A Real-Time Information Based Demand-Side Management System in Smart Grid
    Ye, Feng
    Qian, Yi
    Hu, Rose Qingyang
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 27 (02) : 329 - 339
  • [44] Generalized Stochastic Dynamic Aggregative Game for Demand-Side Management in Microgrids With Shared Battery
    Yadollahi, Shahram
    Kebriaei, Hamed
    Soudjani, Sadegh
    IEEE CONTROL SYSTEMS LETTERS, 2023, 7 : 3429 - 3434
  • [45] Demand Response Program for Efficient Demand-Side Management in Smart Grid Considering Renewable Energy Sources
    Ali, Sajjad
    Rehman, Ateeq Ur
    Wadud, Zahid
    Khan, Imran
    Murawwat, Sadia
    Hafeez, Ghulam
    Albogamy, Fahad R.
    Khan, Sheraz
    Samuel, Omaji
    IEEE ACCESS, 2022, 10 : 53832 - 53853
  • [46] Orderly Consumption and Intelligent Demand-side Response Management System under Smart Grid
    Zhang Xudong
    Lu Jianming
    Sun Hao
    Ma Xiangchun
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [47] Distributed Demand-Side Management in Smart Grid: how Imitation improves Power Scheduling
    Barbato, Antimo
    Capone, Antonio
    Chen, Lin
    Martignon, Fabio
    Paris, Stefano
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 6163 - 6168
  • [48] Demand Response Program for Efficient Demand-Side Management in Smart Grid Considering Renewable Energy Sources
    Ali, Sajjad
    Ur Rehman, Ateeq
    Wadud, Zahid
    Khan, Imran
    Murawwat, Sadia
    Hafeez, Ghulam
    Albogamy, Fahad R.
    Khan, Sheraz
    Samuel, Omaji
    IEEE Access, 2022, 10 : 53832 - 53853
  • [49] Smart Grid Dispatch Strategy for ON/OFF Demand-Side Devices
    Biegel, Benjamin
    Andersen, Palle
    Pedersen, Tom S.
    Nielsen, Kirsten Molgaard
    Stoustrup, Jakob
    Hansen, Lars Henrik
    2013 EUROPEAN CONTROL CONFERENCE (ECC), 2013, : 2541 - 2548
  • [50] A Novel Game-based Demand Side Management Scheme for Smart Grid
    Fadlullah, Zubair Md.
    Minh Quan Duong
    Kato, Nei
    Stojmenovic, Ivan
    2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, : 4677 - 4682