A neural network-based method for gas turbine blading fault diagnosis

被引：1
|
作者：
Angelakis, C. [1 ]
Loukis, E.N. [1 ]
Pouliezos, A.D. [1 ]
Stavrakakis, G.S. [1 ]
机构：
[1] Technical University of Crete, Department of Electronic Engineering, Chania 73100, Crete, Greece
来源：
International Journal of Modelling and Simulation | 2001年 / 21卷 / 01期
关键词：
Fault diagnosis - Gas turbine blading - Learning vector quantization - Modular multilayer perceptron - Multilayer perceptron - Neural network architecture;
D O I：
10.1080/02286203.2001.11442186
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：51 / 60
相关论文
共 50 条
  • [1] Dynamic neural network-based fault diagnosis of gas turbine engines
    Tayarani-Bathaie, S. Sina
    Vanini, Z. N. Sadough
    Khorasani, K.
    NEUROCOMPUTING, 2014, 125 : 153 - 165
  • [2] Gas turbine fault diagnosis based on wavelet neural network
    Xu, Qing-Yang
    Meng, Xian-Yao
    Han, Xin-Jie
    Meng, Song
    2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 738 - 741
  • [3] Neural network technique for gas turbine fault diagnosis
    Ogaji, SOT
    Singh, R
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 2002, 10 (04): : 209 - 214
  • [4] Neural network technique for gas turbine fault diagnosis
    Ogaji, S.O.T.
    Singh, R.
    International Journal of Engineering Intelligent Systems for Electrical Engineering and Communications, 2002, 10 (04): : 209 - 214
  • [5] ELM Neural Network-based Fault Diagnosis Method for Mechanical Equipment
    Jia, Chao
    Zhang, Hanwen
    2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 5257 - 5261
  • [6] Gas Turbine Fault Diagnosis Based on ART2 Neural Network
    Xu Qingyang
    Meng Xianyao
    Wang Ning
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 5244 - 5248
  • [7] Fault diagnosis of gas turbine based on feature fusion cascade neural network
    Yu, Bosheng
    Cao, Li'ang
    Xie, Daxing
    Chen, Jinwei
    Zhang, Huisheng
    ENERGY, 2025, 321
  • [8] WIND TURBINE FAULT DIAGNOSIS METHOD BASED ON PARALLEL CONVOLUTIONAL NEURAL NETWORK
    Meng L.
    Su Y.
    Xu T.
    Kong X.
    Lan X.
    Li Y.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (05): : 449 - 456
  • [9] Fault Diagnosis of Gas Turbine Fuel Systems Based on Improved SOM Neural Network
    Chen, Zhe
    Zhang, Yiyao
    Gong, Hailei
    Le, Xinyi
    Zheng, Yu
    ADVANCES IN NEURAL NETWORKS - ISNN 2019, PT II, 2019, 11555 : 252 - 265
  • [10] Research on neural network-based fault diagnosis and prediction method for power communication equipment
    Yang G.
    Gu H.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
12345