RETRACTED: Identification of Fault Based on Wavelet Neural Network with Increased Momentum (Retracted Article)

被引：0
|
作者：
Liu, Jing [1 ]
机构：
[1] Shanghai Maritime Univ, Coll Informat Engn, Shanghai 201306, Peoples R China
来源：
2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011 | 2011年 / 11卷
关键词：
Underwater vehicle; fault diagnosis; wavelet neural network; increased momentum;
D O I：
10.1016/j.egypro.2011.10.590
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
Aiming at the complicated uncertain underwater environment, wavelet neural network with increased momentum is proposed to construct the motion model of underwater vehicle in this paper. The wavelet neural network has the capability of approximation and catching detail changes of the function by adjusting the scale and shift factors of wavelet. Then fault diagnose are put forward by comparing the residuals error between the estimated output of neural network and the real state value. The results show that the fault diagnosis method based on wavelet neural network with increased momentum is feasible and effective. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of the Organizers of 2011 International Conference on Energy and Environmental Science.
引用
收藏
页码：2645 / 2651
页数：7
相关论文
共 50 条
  • [1] RETRACTED: Nonlinear dynamic systems identification based on dynamic wavelet neural units (Retracted Article)
    Saoud, L. Saad
    Khellaf, A.
    [J]. NEURAL COMPUTING & APPLICATIONS, 2010, 19 (07): : 997 - 1002
  • [2] RETRACTED: An enhanced approach for object detection using wavelet based neural network (Retracted Article)
    Krishnaveni, G.
    Bhavani, B. Lalitha
    Lakshmi, N. V. S. K. Vijaya
    [J]. INTERNATIONAL CONFERENCE ON COMPUTER VISION AND MACHINE LEARNING, 2019, 1228
  • [3] RETRACTED: Computer Communication Network Fault Detection Based on Improved Neural Network Algorithm (Retracted Article)
    Na, Yong
    [J]. MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [4] RETRACTED: Study of a Fault Diagnosis Method Based on Elman Neural Network and Trouble Dictionary (Retracted Article)
    Qu Dong-Cai
    Feng Yu-Guang
    Fan Shao-Li
    Chen Qi
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS, 2008, : 570 - +
  • [5] RETRACTED: Neural Network Based on Health Monitoring Electrical Equipment Fault and Biomedical Diagnosis (Retracted Article)
    Zhang, Xinjun
    Lyu, Yingli
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [6] RETRACTED: Identification and Classification of Prostate Cancer Identification and Classification Based on Improved Convolution Neural Network (Retracted Article)
    Tyagi, Shobha
    Tyagi, Neha
    Choudhury, Amarendranath
    Gupta, Gauri
    Zahra, Musaddak Maher Abdul
    Rahin, Saima Ahmed
    [J]. BIOMED RESEARCH INTERNATIONAL, 2022, 2022
  • [7] RETRACTED: Dance Evaluation Based on Movement and Neural Network (Retracted Article)
    Lei, Yan
    Li, Xin
    Chen, Yi Jiao
    [J]. JOURNAL OF MATHEMATICS, 2022, 2022
  • [8] RETRACTED: Diagnosis of chatter type based on neural network (Retracted Article)
    Xie Xiaozheng
    Zhao Rongzhen
    Jin Wuyin
    Yao Yunpinga
    [J]. 2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011, 2011, 11
  • [9] RETRACTED: Predictive Control Based on PID Neural Network (Retracted Article)
    Fan, Hai-wei
    Lv, Jin
    Zhao, Xiang-mo
    [J]. 2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011, 2011, 11
  • [10] RETRACTED: Fault Identification of Offshore Platform Based on the EEMD Method (Retracted Article)
    Lin, Jinshan
    Dou, Chunhong
    Ma, Rujian
    [J]. 2ND IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL (ICACC 2010), VOL. 2, 2010, : 400 - 403
12345