標題: Intelligent Power Resource Allocation by Context-Based Usage Mining
作者: Liao, Yu-Shan
Liao, Hsiu-Yu
Liu, Duen-Ren
Fan, Wen-Ting
Omar, Hani
資訊管理與財務金融系 註:原資管所+財金所
Department of Information Management and Finance
關鍵字: Energy saving;Smart meter;Power consumption;Data Mining;Power resource allocation
公開日期: 2015
摘要: 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.
URI: http://dx.doi.org/10.1109/IIAI-AAI.2015.165
http://hdl.handle.net/11536/135972
ISBN: 978-1-4799-9958-3
DOI: 10.1109/IIAI-AAI.2015.165
期刊: 2015 IIAI 4TH INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS (IIAI-AAI)
起始頁: 546
結束頁: 550
Appears in Collections:Conferences Paper