Water-Filling Exact Solutions for Load Balancing of Smart Power Grid Systems

被引:19
|
作者
He, Peter [1 ]
Li, Mushu [1 ]
Zhao, Lian [1 ]
Venkatesh, Bala [1 ]
Li, Hongwei [2 ]
机构
[1] Ryerson Univ, Dept Elect & Comp Engn, Toronto, ON M5B 2K3, Canada
[2] Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu 611731, Sichuan, Peoples R China
关键词
Demand side management (DSM); energy demand management; power load allocation; optimal load allocation; optimization theory and methods; water-filling algorithm; ELECTRIC VEHICLES; MANAGEMENT; CONSUMPTION;
D O I
10.1109/TSG.2016.2590147
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
For the demand side management, the elastic power loads can be scheduled to achieve load balancing and to minimize the fluctuation of the overall load. In a process of power supply, the inelastic power loads can be regarded as a group of parameters. Then the demand response can be utilized to realize the optimal allocation of the elastic power loads. Importantly, the power load balancing can reduce the cost from power generations since no cost is spent on the requirement of frequency control. This paper focuses on the optimal allocation of the elastic load for load balancing. A load balancing problem, with the node and the group power upper bound constraints, is investigated in this paper. Water-filling algorithm is proposed for exactly and efficiently computing the optimal solutions to the power load balancing optimization problem with lower degree polynomial computational complexity. The proposed algorithm can be applied to solve the target optimization problems with large-scale due to utilization of non-derivative water-filling method. To the best of the authors-knowledge, there is no existing algorithm reported in the open literature that can compute the exact solution to the target problem.
引用
收藏
页码:1397 / 1407
页数:11
相关论文
共 50 条
  • [41] A Privacy Preserving Multiagent System for Load Balancing in the Smart Grid
    Xie, Shangyu
    Hong, Yuan
    Wan, Peng-Jun
    AAMAS '19: PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, 2019, : 2273 - 2275
  • [42] Water-filling capacity and beamforrning performance of MIMO systems with covariance feedback
    Kang, M
    Alouini, MS
    2003 4TH IEEE WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS - SPAWC 2003, 2004, : 556 - 560
  • [43] Recursive Geometric Water-filling for Wireless Links with Hybrid Energy Systems
    He, Peter
    Zhao, Lian
    Zhou, Sheng
    Niu, Zhisheng
    2013 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2013), 2013,
  • [44] Transmit Beamforming and Iterative Water-Filling Based on SLNR for OFDMA Systems
    Hayashi, Kazunori
    Kaneko, Megumi
    Fujii, Takeshi
    Sakai, Hideaki
    Okada, Yoji
    2009 IEEE 20TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, 2009, : 1878 - 1882
  • [45] PROFITABILITY OF SMART GRID SOLUTIONS APPLIED IN POWER GRID
    Katic, Nenad A.
    THERMAL SCIENCE, 2016, 20 : S371 - S382
  • [46] Some Facts You May Want to Know about Water-Filling Solutions
    Xing, Chengwen
    Wei, Xing
    Wang, Shuai
    Ma, Shaodan
    An, Jianping
    2017 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2017, : 144 - 149
  • [47] Load Frequency Control in Two Area Power Systems in A Smart Grid Environment
    Mohamed, Faradji
    Layadi, Toufik Madani
    Colak, Ilhami
    12TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID 2024, 2024, : 245 - 248
  • [48] A Generalized Iterative Water-Filling Algorithm for Distributed Power Control in the Presence of a Jammer
    Gohary, Ramy H.
    Huang, Yao
    Luo, Zhi-Quan
    Pang, Jong-Shi
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (07) : 2660 - 2674
  • [49] Water-Filling Power Allocation Algorithm for Joint Utility Optimization in Femtocell Networks
    Gu, Bo
    Dong, Mianxiong
    Liu, Zhi
    Zhang, Cheng
    Tanaka, Yoshiaki
    GLOBECOM 2017 - 2017 IEEE GLOBAL COMMUNICATIONS CONFERENCE, 2017,
  • [50] A GENERALIZED ITERATIVE WATER-FILLING ALGORITHM FOR DISTRIBUTED POWER CONTROL IN THE PRESENCE OF A JAMMER
    Gohary, Ramy H.
    Huang, Yao
    Luo, Zhi-Quan
    Pang, Jong-Shi
    2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 2373 - +