Nov 4, 2021 ¡¤ In order to estimate for missing values of time series data measured from smart meters, a total of four methods were experimented and the ...
Method of estimation of missing data in AMI system ... In the future, to estimate missing data in the AMI system, we ... data using Similarity in AMI system ...
In this research, we study a hybrid method that combines the advantages of the linear interpolation method and those of the LSTM estimation-based compensation ...
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In order to estimate for missing values of time series data measured from smart meters, a total of four methods were experimented and the performance ...
As a result of AMI rapidly expanding and distributing its products, variety of services that utilize data on the use of electricity are increasing.
... Estimate method of missing data using Similarity in AMI system. Smart Media ... Kwon, H.R.; Hong, T.E. Method of estimation of missing data in AMI system.
Kang, H.-J. (2018). A Study on the AMI Communication Method Combining High-Rate PLC of ISO/IEC 12139-1 and IEEE 802.15.4g Based Wi-SUN. [Ph.D. Dissertation].
Hyuk-Rok Kwon's 3 research works with 5 citations, including: A Missing Data Compensation Method Using LSTM Estimates and Weights in AMI System.
2. Hyuk-Rok Kwon, Taek-Eun Hong, Pan-Koo Kim, 2019, Estimate method of missing data using Similarity in AMI system, Korean Institute of Smart Media, pp. 80 ...
While this method is trained using ... monthly billing data and a limited number of AMI data from 174 ... profile using the available data in the pattern bank ...