https://scholars.lib.ntu.edu.tw/handle/123456789/490619
標題: | Energy-Aware Agents for Detecting Nonessential Appliances. | 作者: | Lee, Shih-chiang Lin, Gu-yuan Jih, Wan-rong Huang, Chi-Chia Hsu, Jane Yung-jen YUNG-JEN HSU |
公開日期: | 2010 | 起(迄)頁: | 475-486 | 來源出版物: | Principles and Practice of Multi-Agent Systems - 13th International Conference, PRIMA 2010, Kolkata, India, November 12-15, 2010, Revised Selected Papers | 摘要: | In the past decades, the amount of electricity used by appliances has grown dramatically. As we are demanding more electricity, we should lower the damage to our environment by using energy efficiently. Conservation of energy by looking at one's habits and notifying them to turn off unnecessary appliances can help out a lot. This research develop a framework, which is able to recognize the operating state of every electrical appliance in a house and figure current user activity. By analyzing the behavior of using appliances, the correlation between activity and appliance can help to detect the nonessential appliance, which is the appliance does not participate in any user activity. The real user experimental results show 96.43% in recognizing the operating state of appliances and 72.66% in detecting nonessential appliances. © Springer-Verlag Berlin Heidelberg 2012. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/490619 | DOI: | 10.1007/978-3-642-25920-3_34 | SDG/關鍵字: | Activity recognition; Conservation of energy; Electrical appliances; Energy aware; Operating state; Turn offs; User activity; Data privacy; Energy conservation; Multi agent systems; Network security; Equipment |
顯示於: | 資訊工程學系 |
在 IR 系統中的文件,除了特別指名其著作權條款之外,均受到著作權保護,並且保留所有的權利。