TY - GEN
T1 - Integration of IoT energy management system with appliance and activity recognition
AU - Lai, Chin-Feng
AU - Lai, Ying Xun
AU - Yang, Laurence Tianruo
AU - Chao, Han Chieh
PY - 2012/12/1
Y1 - 2012/12/1
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84875544667&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84875544667&partnerID=8YFLogxK
U2 - 10.1109/GreenCom.2012.20
DO - 10.1109/GreenCom.2012.20
M3 - Conference contribution
AN - SCOPUS:84875544667
SN - 9780769548654
T3 - Proceedings - 2012 IEEE Int. Conf. on Green Computing and Communications, GreenCom 2012, Conf. on Internet of Things, iThings 2012 and Conf. on Cyber, Physical and Social Computing, CPSCom 2012
SP - 66
EP - 71
BT - Proceedings - 2012 IEEE Int. Conf. on Green Computing and Communications, GreenCom 2012, Conf. on Internet of Things, iThings 2012 and Conf. on Cyber, Physical and Social Computing, CPSCom 2012
T2 - 2012 IEEE International Conference on Green Computing and Communications, GreenCom 2012, 2012 IEEE International Conference on Internet of Things, iThings 2012 and 5th IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2012
Y2 - 20 November 2012 through 23 November 2012
ER -