Missing data handling for meter data management system

Ru Sen Jeng, Chien Yu Kuo, Yao-Hua Ho, Ming Feng Lee, Lin Wen Tseng, Chia Lin Fu, Pei Fang Liang, Ling-Jyh Chen

研究成果: 書貢獻/報告類型會議論文篇章

8 引文 斯高帕斯(Scopus)

摘要

We study the meter data management systems (MDMS) with a focus on missing data handling, and propose two approaches, called Lookback-N and Sandwich-N, based on the historical data. Using a realistic dataset, we demonstrate that Lookback-N is effective for online processing, and Sandwich-N outperforms the conventional offline approach, in terms of estimation accuracy, in all test cases. The proposed approaches are simple, effective, and show promise in handling missing data for emerging smart meter data management systems.

原文英語
主出版物標題e-Energy 2013 - Proceedings of the 4th ACM International Conference on Future Energy Systems
頁面275-276
頁數2
DOIs
出版狀態已發佈 - 2013 六月 11
事件4th ACM International Conference on Future Energy Systems, e-Energy 2013 - Berkeley, CA, 美国
持續時間: 2013 五月 212013 五月 24

出版系列

名字e-Energy 2013 - Proceedings of the 4th ACM International Conference on Future Energy Systems

其他

其他4th ACM International Conference on Future Energy Systems, e-Energy 2013
國家/地區美国
城市Berkeley, CA
期間2013/05/212013/05/24

ASJC Scopus subject areas

  • 能源工程與電力技術
  • 燃料技術

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