Parameter simulation in performance monitoring system of steam turbine unit for a fossil-fuel power plant

被引：0
|
作者：
Liu, GL [1 ]
Hu, NS [1 ]
Zhao, Y [1 ]
Wu, JF [1 ]
机构：
[1] Wuhan Univ, Sch Power & Mech Engn, Wuhan 430072, Peoples R China
来源：
2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS | 2002年
关键词：
radial basis function network; simulation; steam turbine thermodynamic system; invalid parameter;
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：
A kind of neural network - radial basis function network is proposed to solve the problem brought by invalid parameter in a performance monitoring system of steam turbine unit. This network has good stability and accuracy. This paper Introduces how to use the network to simulate the parameter. At the same time, the paper puts forward to a method about off-line training by MATLAB. This method is simple and convenient to deal with the invalid parameter.
引用
收藏
页码：1249 / 1252
页数：4
相关论文
共 50 条
  • [31] Development of on-line displacement monitoring system for high temperature steam pipe of fossil power plant
    Wook, Song Gee
    Seob, Hyun Jung
    Young, Cho Sun
    VTT Symposium (Valtion Teknillinen Tutkimuskeskus), 2004, (234): : 635 - 646
  • [32] Thermodynamic performance of Pressurized Water Reactor power conversion cycle combined with fossil-fuel superheater
    Wibisono, Andhika Feri
    Shwageraus, Eugene
    ENERGY, 2016, 117 : 190 - 197
  • [33] SOME RESULTS ON DYNAMIC CHARACTERISTICS OF MAJOR COMPONENTS OF 1200-MW FOSSIL-FUEL STEAM-GENERATING PLANT
    YANG, TY
    SUN, CT
    LO, H
    KAYSER, KW
    BOGDANOFF, JL
    MECHANICAL ENGINEERING, 1977, 99 (01) : 110 - 110
  • [34] Design and Realization of Turbine Steam Unit Vibration Condition Monitoring System
    Xia Fei
    Quan Yalei
    Zhang Hao
    Peng Daogang
    2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 2299 - 2303
  • [35] A method of economical load dispatch for steam turbine unit of thermal power plant
    Ran, Jingyu
    Yang, Lin
    Zhang, Li
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2008, 32 (08) : 752 - 764
  • [36] Performance Monitoring System of Ultra-Supercritical Steam Turbine Unit Based on SIS and Configuration Software
    Kan, Wei-min
    Hu, Nian-su
    Ma, Cheng
    INTERNATIONAL CONFERENCE ON FRONTIERS OF ENERGY, ENVIRONMENTAL MATERIALS AND CIVIL ENGINEERING (FEEMCE 2013), 2013, : 638 - 643
  • [37] FULL FUEL-CYCLE EVALUATION OF CO2 MITIGATION OPTIONS FOR FOSSIL-FUEL FIRED POWER-PLANT
    AUDUS, H
    SAROFF, L
    ENERGY CONVERSION AND MANAGEMENT, 1995, 36 (6-9) : 831 - 834
  • [38] Simulation of the operation of a gas turbine installation of a thermal power plant with a hydrogen fuel production system
    Marin, G. E.
    Osipov, B. M.
    Titov, A. V.
    Akhmetshin, A. R.
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2023, 48 (12) : 4543 - 4550
  • [39] Numerical Simulation on Wet Steam Flow in the Last Stage of Steam Turbine in Nuclear Power Plant
    Qian Yong
    Xie Dan-mei
    Tan Chen-cheng
    Zhao Xian-bo
    Hou You-min
    Xu Sen
    Zheng Hua-bin
    2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7, 2009, : 426 - 429
  • [40] INVESTIGATION OF TRACE-METAL CONCENTRATIONS IN CROPS AND SOILS NEAR A FOSSIL-FUEL POWER-PLANT IN MARYLAND
    MULCHI, CL
    MASTRADONE, PJ
    ARMBRUSTER, JA
    JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 1990, 40 (02): : 185 - 193
12345