Fuzzy logic based pattern recognition technique for non-intrusive load monitoring

被引:0
|
作者
Kamat, SP [1 ]
机构
[1] Samsung India Software Operat, Syst LSI Div, Bangalore 560052, Karnataka, India
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces a new algorithm for detecting the type of domestic (household) electrical load coming onto the power system and the duration for which it persists on the system It is based on the fuzzy logic theory for pattern recognition. It is a completely non-intrusive type of load monitoring system. The algorithm is simpler in implementation. The period of operation of a device can also be calculated by taking the difference of the instants at which its starting and stopping transients occur Knowing this, the energy consumed by a device can be calculated.
引用
收藏
页码:C528 / C530
页数:3
相关论文
共 50 条
  • [1] Non-intrusive fall detection monitoring for the elderly based on fuzzy logic
    Er, Poi Voon
    Tan, Kok Kiong
    MEASUREMENT, 2018, 124 : 91 - 102
  • [2] Application of Neuro-Fuzzy Pattern Recognition for Non-intrusive Appliance Load Monitoring in Electricity Energy Conservation
    Lin, Yu-Hsiu
    Tsai, Men-Shen
    2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2012,
  • [3] Non-Intrusive Load Monitoring
    Fortuna, Luigi
    Buscarino, Arturo
    SENSORS, 2022, 22 (17)
  • [4] Neural Network Pattern Recognition Based Non-intrusive Load Monitoring for a Residential Energy Management System
    Zhou, Chenyi
    Liu, Song
    Liu, Peng
    2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2016, : 483 - 487
  • [5] Decollators Design of Load Recognition System in Non-intrusive Load Monitoring
    Lin, Chen
    Cai, Daquan
    2015 4TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL PROTECTION (ICEEP 2015), 2015, : 226 - 232
  • [6] A feature fusion technique for improved non-intrusive load monitoring
    Reddy R.
    Garg V.
    Pudi V.
    Energy Informatics, 2020, 3 (01)
  • [7] Non-intrusive load monitoring based on harmonic characteristics
    Li, Yaqian
    Yang, Yuquan
    Sima, Kai
    Li, Boyang
    Sun, Tong
    Li, Xue
    PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE OF INFORMATION AND COMMUNICATION TECHNOLOGY, 2021, 183 : 776 - 782
  • [8] Non-Intrusive Load Monitoring: A Review
    Schirmer, Pascal A.
    Mporas, Iosif
    IEEE TRANSACTIONS ON SMART GRID, 2023, 14 (01) : 769 - 784
  • [9] A Survey on the Non-intrusive Load Monitoring
    Deng X.-P.
    Zhang G.-Q.
    Wei Q.-L.
    Peng W.
    Li C.-D.
    Zidonghua Xuebao/Acta Automatica Sinica, 2022, 48 (03): : 644 - 663
  • [10] Pattern Matrix and Decision Tree based Technique for Non-Intrusive Monitoring of Home Appliances
    Choksi, Kushan Ajay
    Jain, Sachin K.
    2017 7TH INTERNATIONAL CONFERENCE ON POWER SYSTEMS (ICPS), 2017, : 824 - 829