@inproceedings{e65ea5f1134a4b5189ac5df390280c9e,
title = "Missing data handling for meter data management system",
abstract = "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.",
keywords = "MDMS, missing data, smart meter",
author = "Jeng, {Ru Sen} and Kuo, {Chien Yu} and Ho, {Yao Hua} and Lee, {Ming Feng} and Tseng, {Lin Wen} and Fu, {Chia Lin} and Liang, {Pei Fang} and Chen, {Ling Jyh}",
year = "2013",
doi = "10.1145/2487166.2487204",
language = "English",
isbn = "9781450320528",
series = "e-Energy 2013 - Proceedings of the 4th ACM International Conference on Future Energy Systems",
pages = "275--276",
booktitle = "e-Energy 2013 - Proceedings of the 4th ACM International Conference on Future Energy Systems",
note = "4th ACM International Conference on Future Energy Systems, e-Energy 2013 ; Conference date: 21-05-2013 Through 24-05-2013",
}
