DocumentCode :
598512
Title :
Integration of IoT Energy Management System with Appliance and Activity Recognition
Author :
Chin-Feng Lai ; Ying-Xun Lai ; Yang, L.T. ; Han-Chieh Chao
Author_Institution :
Inst. of Comput. Sci. & Inf. Eng., Nat. ILan Univ., Ilan, Taiwan
fYear :
2012
fDate :
20-23 Nov. 2012
Firstpage :
66
Lastpage :
71
Abstract :
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, the development of intelligent energy saving becomes a new trend 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.
Keywords :
Bayes methods; Internet of Things; domestic appliances; electrical products; energy conservation; energy management systems; Internet of Things; IoT energy management system service layer; Naive Bayes; activity recognition; appliance recognition; communication services; context data; electric appliances; energy saving; household appliance recognition; human activity; intelligent system development; Energy management; Home appliances; Humans; Internet; Protocols; Random variables; Vectors; Activity Recognition; Appliance Recognition; Energy Management; Internet of Things;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Green Computing and Communications (GreenCom), 2012 IEEE International Conference on
Conference_Location :
Besancon
Print_ISBN :
978-1-4673-5146-1
Type :
conf
DOI :
10.1109/GreenCom.2012.20
Filename :
6468296
Link To Document :
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