@inproceedings{a8e4fbc129954e829ec33f44fefe7ca1,
title = "Intelligent Power Resource Allocation by Context-Based Usage Mining",
abstract = "The smart meter is an emerging appliance which can be used to collect and monitor the power consumption data on electrical devices. Users can monitor these devices in order to adjust their operations for energy saving results. To avoid wasting power, it is important to set a power usage constraint to effectively monitor and control users' power consumption within a restricted power usage range. However, existing researches on smart-metering systems do not address this issue. In this study, a novel Intelligent Energy Saving (IES) system is proposed to effectively monitor and utilize the power usages of devices under the power consumption constraint. The IES system conducts context-based mining to discover device usage patterns and provide intelligent analysis of context-based usage behaviors, effective monitoring and utilization of power usages of devices for intelligent energy saving.",
keywords = "Data Mining, Energy saving, Power consumption, Power resource allocation, Smart meter",
author = "Liao, {Yu Shan} and Liao, {Hsiu Yu} and Duen-Ren Liu and Fan, {Wen Ting} and Hani Omar",
year = "2015",
month = jul,
day = "12",
doi = "10.1109/IIAI-AAI.2015.165",
language = "English",
series = "Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "546--550",
editor = "Sachio Hirokawa and Kiyota Hashimoto and Tokuro Matsuo and Tsunenori Mine",
booktitle = "Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015",
address = "United States",
note = "4th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2015 ; Conference date: 12-07-2015 Through 16-07-2015",
}
