淡江大學機構典藏:Item 987654321/75324
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    題名: Home Energy Management System for Interconnecting and Sensing of Electric Appliances
    作者: Cho, Wei-ting;Lai, Chin-feng;Huang, Yueh-min;Lee, Wei-tsong;Huang, Sing-wei
    貢獻者: 淡江大學電機工程學系
    關鍵詞: HEM;Electric Appliances;power consumption habits;OSGi
    日期: 2011-07
    上傳時間: 2012-03-20 14:50:00 (UTC+8)
    出版者: Seoul: Korean Society for Internet Information
    摘要: Due to the variety of household electric devices and different power consumption habits of consumers at present, general home energy management (HEM) systems suffer from the lack of dynamic identification of various household appliances and a unidirectional information display. This study presented a set of intelligent interconnection network systems for electric appliances, which can measure the power consumption of household appliances through a current sensing device based on OSGi platform. The system establishes the characteristics and categories of related electric appliances, and searches the corresponding cluster data and eliminates noise for recognition functionality and error detection mechanism of electric appliances by applying the clustering algorithm. The system also integrates household appliance control network services so as to control them according to users' power consumption plans or through mobile devices, thus realizing a bidirectional monitoring service. When the system detects an abnormal operating state, it can automatically shut off electric appliances to avoid accidents. In practical tests, the system reached a recognition rate of 95%, and could successfully control general household appliances through the ZigBee network.
    關聯: KSII Transactions on Internet and Information Systems 5(7), pp.1274-1292
    DOI: 10.3837/tiis.2011.07.004
    顯示於類別:[電機工程學系暨研究所] 期刊論文

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