Integration of IoT Energy Management System with Appliance and Activity Recognition

被引:12
|
作者
Lai, Chin-Feng [1 ]
Lai, Ying-Xun [2 ]
Yang, Laurence Tianruo [3 ]
Chao, Han-Chieh [1 ]
机构
[1] Natl ILan Univ, Inst Comp Sci & Informat Engn, Ilan, Taiwan
[2] Natl Cheng Kung Univ, Dept Engn Sci, Tainan, Taiwan
[3] St Francis Xavier Univ, Dept Comp Sci, Antigonish, NS B2G 2W5, Canada
来源
2012 IEEE INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND COMMUNICATIONS, CONFERENCE ON INTERNET OF THINGS, AND CONFERENCE ON CYBER, PHYSICAL AND SOCIAL COMPUTING (GREENCOM 2012) | 2012年
关键词
Internet of Things; Energy Management; Appliance Recognition; Activity Recognition;
D O I
10.1109/GreenCom.2012.20
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Internet of Things (IoT) extends and expands the range of the internet by interconnecting Internet and end device networks. As the raising of awareness about IoT, more and more application may applied for various areas. Especially, how to develop intelligent systems for energy saving becomes a new challenge in all circles. This research integrated appliance and activity recognition mechanism for IoT energy management system. It presented a management service layer for the recognition of current household appliances, which not only establishes communication services among various appliances, and deduced human activity conducted for context data using Naive Bayes from the electric appliances in use and the variation of its states. Finally, the proposed system can automatically achieve energy management by controlling electric appliances.
引用
收藏
页码:66 / 71
页数:6
相关论文
共 50 条
  • [21] Design and implementation of an energy management system based on distributed IoT
    Sadeeq, Mohammed A. M.
    Zeebaree, Subhi R. M.
    COMPUTERS & ELECTRICAL ENGINEERING, 2023, 109
  • [22] IOT Based Energy Management System for Standalone PV Systems
    O. V. Gnana Swathika
    K. T.M. U. Hemapala
    Journal of Electrical Engineering & Technology, 2019, 14 : 1811 - 1821
  • [23] IOT Based Energy Management System for Standalone PV Systems
    Swathika, O. V. Gnana
    Hemapala, K. T. M. U.
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2019, 14 (05) : 1811 - 1821
  • [24] BIM Maintenance System with IoT Integration: Enhancing Building Performance and Facility Management
    Ehab, Ahmed
    Mahdi, Mazkour A.
    El-Helloty, Arfa
    CIVIL ENGINEERING JOURNAL-TEHRAN, 2024, 10 (06): : 1953 - 1973
  • [25] Optimal Home Energy Management System With Demand Charge Tariff and Appliance Operational Dependencies
    Luo, Fengji
    Kong, Weicong
    Ranzi, Gianluca
    Dong, Zhao Yang
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (01) : 4 - 14
  • [26] Medication intake adherence with real time activity recognition on IoT
    Serdaroglu, Kemal
    Uslu, Gamze
    Baydere, Sebnem
    2015 IEEE 11TH INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB), 2015, : 230 - 237
  • [27] IoT LoRa-Based Energy Management Information System with RAD Method and Laravel Frameworks
    Ramelan, Agus
    Adriyanto, Feri
    Apribowo, Chico H. B.
    Ibrahim, Muhammad H.
    Sulistyo, Meiyanto E.
    Arief, Kevin S.
    JOURNAL OF COMMUNICATIONS SOFTWARE AND SYSTEMS, 2021, 17 (04) : 366 - 372
  • [28] Occupancy detection and localization strategies for demand modulated appliance control in Internet of Things enabled home energy management system
    Natarajan, Anisha
    Krishnasamy, Vijayakumar
    Singh, Munesh
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2022, 167
  • [29] SIEMS: A Secure Intelligent Energy Management System for Industrial IoT Applications
    Asef, Pedram
    Taheri, Rahim
    Shojafar, Mohammad
    Mporas, Iosif
    Tafazolli, Rahim
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (01) : 1039 - 1050
  • [30] EMS: An Energy Management Scheme for Green IoT Environments
    Said, Omar
    Al-Makhadmeh, Zafer
    Tolba, Amr
    IEEE ACCESS, 2020, 8 : 44983 - 44998