Nullor network diagnosis by using multilayer perceptron

被引：0
|
作者：
Nenov, GA [1 ]
Sotirov, SN [1 ]
Nenova, MG [1 ]
机构：
[1] Higher Sch Transport T Kableshkov, Sofia 1000, Bulgaria
来源：
IEEE REGION 8 EUROCON 2003, VOL A, PROCEEDINGS: COMPUTER AS A TOOL | 2003年
关键词：
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：
Nullor models of active devices are widely used for simulation of linear active networks. The fault arising of a passive network element causes definite changes of the value parameters (voltages and currents) of active elements - independent voltage and current Sources and norators. These changes can be used as indicators for the fault diagnosis of the networks. In the paper a method for evaluating of these values in nullor networks is proposed and the results are used for fault diagnosis of networks by using a multilayer perceptron. The investigation of an example network confirms the obtained theoretical results.
引用
收藏
页码：67 / 70
页数：4
相关论文
共 50 条
  • [1] ELECTRONIC DIAGNOSIS USING A MULTILAYER PERCEPTRON
    TOTTON, KAE
    LIMB, PR
    [J]. BT TECHNOLOGY JOURNAL, 1992, 10 (03): : 97 - 102
  • [2] Chromium Distribution Forecasting Using Multilayer Perceptron Neural Network and Multilayer Perceptron Residual Kriging
    Tarasov, Dmitry
    Buevich, Alexander
    Shichkin, Andrey
    Subbotina, Irina
    Tyagunov, Andrey
    Baglaeva, Elena
    [J]. INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM 2017), 2018, 1978
  • [3] Intelligent Medical Disease Diagnosis Using Improved Hybrid Genetic Algorithm - Multilayer Perceptron Network
    Ahmad, Fadzil
    Isa, Nor Ashidi Mat
    Hussain, Zakaria
    Osman, Muhammad Khusairi
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2013, 37 (02)
  • [4] Improving the Diagnosis of Liver Disease Using Multilayer Perceptron Neural Network and Boosted Decision Trees
    Abdar, Moloud
    Yen, Neil Yuwen
    Hung, Jason Chi-Shun
    [J]. JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2018, 38 (06) : 953 - 965
  • [5] Intelligent Medical Disease Diagnosis Using Improved Hybrid Genetic Algorithm - Multilayer Perceptron Network
    Fadzil Ahmad
    Nor Ashidi Mat Isa
    Zakaria Hussain
    Muhammad Khusairi Osman
    [J]. Journal of Medical Systems, 2013, 37
  • [6] Improving the Diagnosis of Liver Disease Using Multilayer Perceptron Neural Network and Boosted Decision Trees
    Moloud Abdar
    Neil Yuwen Yen
    Jason Chi-Shun Hung
    [J]. Journal of Medical and Biological Engineering, 2018, 38 : 953 - 965
  • [7] An artificial multilayer perceptron neural network for diagnosis of proximal dental caries
    Devito, Karina Lopes
    Barbosa, Flavio de Souza
    Felippe Filho, Waldir Neme
    [J]. ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY AND ENDODONTOLOGY, 2008, 106 (06): : 879 - 884
  • [8] FPGA implementation of a multilayer perceptron neural network using VHDL
    Taright, Y
    Hubin, M
    [J]. ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1998, : 1311 - 1314
  • [9] Optical proximity correction using a multilayer perceptron neural network
    Luo, Rui
    [J]. JOURNAL OF OPTICS, 2013, 15 (07)
  • [10] Detecting redirection spam using multilayer perceptron neural network
    Hans, Kanchan
    Ahuja, Laxmi
    Muttoo, S. K.
    [J]. SOFT COMPUTING, 2017, 21 (13) : 3803 - 3814
12345