A lightweight appliance recognition approach for smart grid

Wei Ting Cho, Lien Chun Wang, Yu Sheng Chiu, Chin Feng Lai

研究成果: Conference contribution

3 引文 斯高帕斯(Scopus)

摘要

In recent years, the major Smart Grid problem is that users are unable to determine the usage conditions of electronic appliances at home, hence, users, network service developers, and service providers are all hesitant to use or provide services. In order to provide specific power utilization information, effective recognition of the type of appliances is a topical subject. At present, most studies on appliance recognition focus on single appliance recognition, however, in most homes, users switch multiple appliances on and off at the same time. Thus, a database is required for multiple recognition features in order to achieve multiple appliance recognition. This study aims to explore methods to create samples for recognition, reduce the amount of computation, and make it applicable for the operation of embedded systems with a small amount of computation. This study creates a database mechanism, appliance recognition classification, and a waveform recognition method, in order to solve the large data volume problem in current appliance recognition systems.

原文English
主出版物標題Proceedings - 2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing, DASC 2013
發行者IEEE Computer Society
頁面469-474
頁數6
ISBN(列印)9781479933815
DOIs
出版狀態Published - 2013 一月 1
事件11th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2013 - Chengdu, Sichuan, China
持續時間: 2013 十二月 212013 十二月 22

出版系列

名字Proceedings - 2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing, DASC 2013

Other

Other11th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2013
國家China
城市Chengdu, Sichuan
期間13-12-2113-12-22

All Science Journal Classification (ASJC) codes

  • Software

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  • 引用此

    Cho, W. T., Wang, L. C., Chiu, Y. S., & Lai, C. F. (2013). A lightweight appliance recognition approach for smart grid. 於 Proceedings - 2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing, DASC 2013 (頁 469-474). [6844409] (Proceedings - 2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing, DASC 2013). IEEE Computer Society. https://doi.org/10.1109/DASC.2013.109