Smart Transformer Health Monitoring System

被引:1
|
作者
Ahmed, Ali [1 ]
机构
[1] Natl Univ Sci & Technol, Pakistan Navy Engn Coll, Karachi, Pakistan
关键词
Distribution Transformers; Condition Monitoring; Artificial Intelligence; Internet of Things; Dissolved Gas Analysis; MQTT;
D O I
10.1145/3568294.3580196
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Dependency on electricity is currently at an all-time high with power distribution being a key element. Currently, the maintenance and monitoring methodologies especially in Pakistan revolve around taking on-field samples (DGA) which is overall primitive and prone to human error. This research paper presents a smart device that can monitor transformer's health using AI and relay that health score to a remote dashboard through the Internet of Things (IoT). The device uses a combination of single board computer, embedded systems, and communication protocols and is designed to detect and diagnose any issues with the transformer and alert the user in real time. The results of this research show that the device is an effective and reliable tool for extrusive monitoring of health of transformer.
引用
收藏
页码:837 / 840
页数:4
相关论文
共 50 条
  • [1] SMART HEALTH MONITORING SYSTEM
    Khan, Tarannum
    Chattopadhyay, Manju K.
    2017 IEEE INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION, INSTRUMENTATION AND CONTROL (ICICIC), 2017,
  • [2] Distribution Transformer Health Monitoring using Smart Meter Data
    Ashok, Kavya
    Li, Dan
    Divan, Deepak
    Gebraeel, Nagi
    2020 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2020,
  • [3] Smart Health Monitoring System for Animals
    Patil, Anushka
    Pawar, Chetana
    Patil, Neha
    Tambe, Rohini
    2015 INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT), 2015, : 1560 - 1564
  • [4] Smart Health Monitoring System with IoT
    Kajornkasirat, Siriwan
    Chanapai, Napat
    Hnusuwan, Benjawan
    2018 IEEE SYMPOSIUM ON COMPUTER APPLICATIONS & INDUSTRIAL ELECTRONICS (ISCAIE 2018), 2018, : 206 - 211
  • [5] Health monitoring system in a smart home
    Ainane, Naoufal
    Ouzzif, Mohamed
    Bouragba, Khalid
    4TH INTERNATIONAL CONFERENCE ON SMART CITY APPLICATIONS (SCA' 19), 2019,
  • [6] Smart and Intelligent Health Monitoring System
    Saqib, Muhammad
    Najah, Samiha
    Naidu, Vikas Rao
    Agarwal, Aparna
    Jesrani, Karan
    ADVANCES IN INFORMATION COMMUNICATION TECHNOLOGY AND COMPUTING, AICTC 2021, 2022, 392 : 65 - 73
  • [7] Transformer Health Monitoring System Using Android Device
    Suja, K.
    Yuvaraj, T.
    2021 7TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENERGY SYSTEMS (ICEES), 2021, : 460 - 462
  • [8] Health monitoring of a smart piezoelectric interface system
    Mayer, D.
    Herold, S.
    Atzrodt, H.
    Thomaier, M.
    PROCEEDINGS OF THE THIRD EUROPEAN WORKSHOP STRUCTURAL HEALTH MONITORING 2006, 2006, : 1103 - +
  • [9] Development of a smart health monitoring and evaluation system
    Chan, Leroy L.
    Celler, Branko G.
    Lovell, Nigel H.
    TENCON 2006 - 2006 IEEE REGION 10 CONFERENCE, VOLS 1-4, 2006, : 1517 - +
  • [10] Smart Secure System For Human Health Monitoring
    Nair, Nikhil R.
    Kiran, K. A.
    2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), 2017, : 523 - 526