IoT based Intelligent System for Fault Detection and Diagnosis in Domestic Appliances

被引:0
|
作者
Seabra, Jorge C. [1 ]
Costa, Mario A., Jr. [1 ]
Lucena, Mateus M. [1 ]
机构
[1] Fed Univ Amazonas UFAM, Manaus, Amazonas, Brazil
关键词
Intelligent Maintenance System; Internet of Things (IoT); Fault Detection and Diagnosis (FDD);
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Domestic appliances normally used on daily basis are gradually transitioning into the third internet wave, the internet of things. Usually, the end user is the only qualified actor to identify poor performance of these appliances. Moreover, such bad performance only comes to attention in extreme cases, when the appliance is not functioning anymore. This work describes an intelligent, low cost system, which monitors the behavior of electrical magnitudes of domestic appliances in real time. The system is able to analyze the collected data, detect possible faults, and report this situation to the user. An IoT device, designed to be adapted to any old generation consumer electronic device, is part of the proposed system. The complete system is able to identify instant faults, as well as, predict the need for preventive maintenance. The user interface makes use of digital TV, mobile devices, or conventional computers to warn householders about necessary interventions.
引用
收藏
页数:4
相关论文
共 50 条
  • [41] On Intelligent Fault Diagnosis for Equipment Based on Neural Network and Expert System
    Cao Bo-Wei
    Xue Qing
    Niu Jin-Tao
    Gong Chang-Hong
    Liu Lei
    [J]. 2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 2707 - 2710
  • [42] A Zero-Shot Intelligent Fault Diagnosis System Based on EEMD
    Lu, Nannan
    Zhuang, Guowei
    Ma, Zhanguo
    Zhao, Quan
    [J]. IEEE Access, 2022, 10 : 54197 - 54207
  • [43] Bayesian Uncertainty Inferencing for Fault Diagnosis of Intelligent Instruments in IoT Systems
    Liu, Qing
    Wang, Chengcheng
    Wang, Qiang
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (09):
  • [44] An intelligent fault diagnosis method based on soft computing and expert system
    Wu, Deng
    Rong, Chen
    Xinhua, Yang
    Yingjie, Song
    Wen, Li
    [J]. Engineering Intelligent Systems, 2010, 18 (02): : 77 - 84
  • [45] Development and application of the intelligent fault diagnosis system based KBE graph
    Tang Qian
    Fan Qun
    Zhu Caichao
    Zhang Jin
    [J]. Proceedings of the International Conference on Mechanical Transmissions, Vols 1 and 2, 2006, : 1312 - 1315
  • [46] Design of Motor Intelligent Monitoring and Fault Diagnosis System Based on LoRa
    Cheng, Jun H.
    Lu, Cheng L.
    Zhang, Gang
    Wang, Bin
    Fang, Jie
    [J]. IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2021, 31 (08)
  • [47] A Zero-Shot Intelligent Fault Diagnosis System Based on EEMD
    Lu, Nannan
    Zhuang, Guowei
    Ma, Zhanguo
    Zhao, Quan
    [J]. IEEE ACCESS, 2022, 10 : 54197 - 54207
  • [48] An Intelligent Fault Diagnosis Model of WSN Based on Artificial Immune System
    Lin, Lin
    [J]. 2020 5TH INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA 2020), 2020, : 405 - 408
  • [49] The Remote Fault Intelligent Diagnosis System Based on B/S Structure
    Liu, Jia
    Zhang, Chunliang
    Li, Jian
    Li, Sen
    Xiong, Yuehua
    [J]. MECHATRONICS AND MATERIALS PROCESSING I, PTS 1-3, 2011, 328-330 : 1067 - +
  • [50] Research on Intelligent Fault Diagnosis System Based On Numerical Turning Machine
    Zhang, Tao
    Wang, Qiuhong
    Han, Jiang
    [J]. ADVANCED MECHANICAL ENGINEERING II, 2012, 192 : 397 - +