A temperature sensor fault detector as an Artificial Neural Network application

被引：0
|
作者：
Postelache, O [1 ]
Girao, PS [1 ]
Ramos, HG [1 ]
Pereira, JMD [1 ]
机构：
[1] Tech Univ Iasi, Fac Elect Engn, Iasi 6600, Romania
来源：
MELECON '98 - 9TH MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, VOLS 1 AND 2 | 1998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：
The paper presents a fault detection method based on Artificial Neural Network (ANN) capabilities applied in a particular case: a temperature Virtual Measurement Systems (VMS). A study concerning the ANN architectures and the ANN training rules involved in a fault detection procedure are also presented. The results obtained for the VMS based on a data acquisition board or on a GPIB controlled instrumentation highlight the general applicability of neural processing.
引用
收藏
页码：678 / 682
页数：5
相关论文
共 50 条
  • [1] Application of artificial neural network to transformer fault diagnosis
    Gaodianya Jishu, 3 (21-22, 26):
  • [2] Application of Artificial Neural Network in fault location technique
    Li, KK
    Lai, LL
    David, AK
    DRPT2000: INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, PROCEEDINGS, 2000, : 226 - 231
  • [3] Sensor Fault Diagnosis based on Application of Neural Network
    Zhu, XL
    Gan, CF
    Cai, JY
    ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 1149 - 1152
  • [4] Application of Artificial Neural Network for Fault Recognition and Classification in Distribution Network
    Onaolapo, A. K.
    Akindeji, K. T.
    2019 SOUTHERN AFRICAN UNIVERSITIES POWER ENGINEERING CONFERENCE/ROBOTICS AND MECHATRONICS/PATTERN RECOGNITION ASSOCIATION OF SOUTH AFRICA (SAUPEC/ROBMECH/PRASA), 2019, : 299 - 304
  • [5] Application of artificial neural network in radar system fault diagnosis
    Chen Jun
    Yuan Yuan
    Yang Jianwen
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2654 - 2657
  • [6] Improving Temperature Resolution of Distributed Temperature Sensor Using Artificial Neural Network
    Bezerra da Silva, Luis Cicero
    de Oliveira Rocha, Helder Roberto
    Schmidt Castellani, Carlos Eduardo
    Vieira Segatto, Marcelo Eduardo
    Pontes, Maria Jose
    2017 SBMO/IEEE MTT-S INTERNATIONAL MICROWAVE AND OPTOELECTRONICS CONFERENCE (IMOC), 2017,
  • [7] Application of psychoacoustics for gear fault diagnosis using artificial neural network
    Kane, P. V.
    Andhare, A. B.
    JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2016, 35 (03) : 207 - 220
  • [8] An artificial neural network application to fault detection of a rotor bearing system
    Taplak, H
    Uzmay, I
    Yildirim, S
    INDUSTRIAL LUBRICATION AND TRIBOLOGY, 2006, 58 (01) : 32 - 44
  • [9] Artificial Neural Networks for Fault Tollerance of an Air-Pressure Sensor Network
    Aronica, Salvatore
    Basilone, Gualtiero
    Bonanno, Angelo
    Fontana, Ignazio
    Genovese, Simona
    Giacalone, Giovanni
    Langiu, Alessio
    Lo Bosco, Giosue
    Mazzola, Salvatore
    Rizzo, Riccardo
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2017, PT I, 2017, 10613 : 457 - 457
  • [10] Probabilistic fault detector for Wireless Sensor Network
    Lau, Bill C. P.
    Ma, Eden W. M.
    Chow, Tommy W. S.
    EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (08) : 3703 - 3711
12345