Decision Support System for Peak Load Dispatching

被引:0
|
作者
Liu Jin [1 ]
Yu Jilai [1 ]
Liu Zhuo [1 ]
机构
[1] Harbin Inst Technol, Dept Elect Engn, Harbin 150006, Peoples R China
关键词
REGRESSION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
According to the decision demands from peak load dispatching (PLD) in power system, we develop a decision support system (DSS) for PLD by means of computer technology. In the DSS, we design a platform of data warehouse after data pre-processing, and propose an integration support technique by applying pattern recognition, robust regression and optimal load dispatch approach on the platform. We develop a software system for the DSS to implement the entire peak load dispatch process, and achieve the above all functions automatically. The extracted useful information from large amounts of data may provide the accurate forecasting peak loads and the effective decision-making information of the peak period for the dispatchers and managers of power system. The validity of the designed system for PLD is shown by the simulation results to an actual power system in China.
引用
收藏
页码:103 / 108
页数:6
相关论文
共 50 条
  • [1] A DECISION SUPPORT SYSTEM FOR DYNAMIC TRUCK DISPATCHING
    GOETSCHALCKX, M
    TAYLOR, W
    COMPUTERS & INDUSTRIAL ENGINEERING, 1987, 13 (1-4) : 120 - 123
  • [2] EDSSF: Decision support system (DSS) for electricity peak-load forecasting
    Badri, MA
    AlMutawa, A
    Davis, D
    Davis, D
    ENERGY, 1997, 22 (06) : 579 - 589
  • [3] Decision support system of water supply dispatching based on GIS
    Wu, Wenhong
    Yu, Guixia
    Zhang, Kexin
    2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 2, 2008, : 24 - 28
  • [4] Study on the Intelligent Decision Support System for Power Grid Dispatching
    Guan, F. H.
    Zhao, D. M.
    Zhang, X.
    Shan, B. T.
    Liu, Z.
    2009 INTERNATIONAL CONFERENCE ON SUSTAINABLE POWER GENERATION AND SUPPLY, VOLS 1-4, 2009, : 2666 - +
  • [5] Research on a decision support system for beijing metro emergency dispatching
    Zhang, Zhen-Jiang
    Chen, Dong
    Journal of Applied Science and Engineering, 2014, 17 (01): : 93 - 100
  • [6] AUTOMATIC LOAD DISPATCHING SYSTEM FOR LOCAL LOAD DISPATCHING CENTERS.
    Akimoto, Yoshiakira
    Inoue, Hiroshi
    Shionaga, Yoshio
    Hitachi Review, 1982, 31 (04): : 205 - 209
  • [7] Decision support in the train dispatching process
    Kvist, T
    Hellström, P
    Sandblad, B
    Byström, J
    COMPUTERS IN RAILWAYS VIII, 2002, 13 : 1085 - 1095
  • [8] Online Dispatching Decision Support System for Smart Grid Reservoir Group
    Wang Feng and Huang Chunlei tate Grid Electric Power Research Institute Wang Shaohua
    Electricity, 2011, 22 (05) : 20 - 26
  • [9] DECISION SUPPORT SYSTEM FOR DISPATCHING PERSONNEL OF INTELLIGENT ELECTRIC POWER SYSTEMS
    Andreev, Mikhail
    Sulaymanov, Almaz
    Suvorov, Alexey
    SMART GRIDS 2015, 2015, 37
  • [10] A dispatching decision support system for countering delay propagation in intermodal logistics networks
    Chen, Cheng-Chieh
    Schonfeld, Paul
    TRANSPORTATION PLANNING AND TECHNOLOGY, 2016, 39 (03) : 254 - 268