Methods of fault diagnosis

被引：92
|
作者：
Leonhardt, S
Ayoubi, M
机构：
来源：
CONTROL ENGINEERING PRACTICE | 1997年 / 5卷 / 05期
关键词：
pattern recognition; Bayes classifier; nearest neighbour; polynomial classification; neural networks; fuzzy logic; neuro-fuzzy systems;
D O I：
10.1016/S0967-0661(97)00050-6
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper gives a summary of methods that can be applied to automatic fault diagnosis. In the beginning, the focus is on classification and diagnostic reasoning using fuzzy logic. Subsequently, some of the ideas which have led to the emerging neuro-fuzzy algorithms are discussed. Finally, a new neuro-fuzzy algorithm which has recently been developed, is briefly described. Copyright (C) 1997 Elsevier Science Ltd.
引用
收藏
页码：683 / 692
页数：10
相关论文
共 50 条
  • [1] A Survey of Active Fault Diagnosis Methods
    Puncochar, Ivo
    Skach, Jan
    IFAC PAPERSONLINE, 2018, 51 (24): : 1091 - 1098
  • [2] Research on methods of visualization fault diagnosis
    2000, Harbin Steam Turbine Company, China (42):
  • [3] A Survey on Fault Detection and Diagnosis Methods
    Avila Okada, Kenji Fabiano
    de Morais, Aniel Silva
    Oliveira-Lopes, Luis Claudio
    Ribeiro, Laura
    2021 14TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRY APPLICATIONS (INDUSCON), 2021, : 1422 - 1429
  • [4] Evaluation of collapsing methods for fault diagnosis
    Adapa, Rajsekhar
    Tragoudas, Spyros
    Michael, Maria K.
    ISQED 2006: PROCEEDINGS OF THE 7TH INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN, 2006, : 439 - +
  • [5] Visual methods for machine fault diagnosis
    Li Li
    Liao Xianghui
    Zhang Yuan
    Proceedings of the International Conference on Mechanical Transmissions, Vols 1 and 2, 2006, : 1349 - 1353
  • [6] Fault diagnosis methods based on a comparison of multiple methods
    Lin, Kaiyuan
    Zhou, Zhiran
    Pan, Dongbo
    Zhang, Yu
    INSIGHT, 2022, 64 (09) : 520 - 527
  • [7] Analysis of Common Fault Diagnosis Methods for Aeroengine
    Li, Yingshun
    Li, Chengsong
    Kong, Fansen
    Cao, Shengchong
    2023 PROGNOSTICS AND HEALTH MANAGEMENT CONFERENCE, PHM, 2023, : 142 - 144
  • [8] Nonparametric methods for fault diagnosis in dynamic systems
    Zhirabok, Alexey
    Shumsky, Alexey
    Scherbatyuk, Alexander
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2018, 28 (17) : 5424 - 5436
  • [9] Advanced Fault Diagnosis Methods in Molecular Networks
    Habibi, Iman
    Emamian, Effat S.
    Abdi, Ali
    PLOS ONE, 2014, 9 (10):
  • [10] Survey on data driven fault diagnosis methods
    Li, Han
    Xiao, De-Yun
    Kongzhi yu Juece/Control and Decision, 2011, 26 (01): : 1 - 9
12345