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 |
| 事件 | 4th ACM International Conference on Future Energy Systems, e-Energy 2013 - Berkeley, CA, 美国 持續時間: 2013 5月 21 → 2013 5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 | 2013/05/21 → 2013/05/24 |
ASJC Scopus subject areas
- 能源工程與電力技術
- 燃料技術
UN SDG
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