What are the various techniques to predict missing data in power systems?
Mostly referring to the measurement data coming in from sensors or smart meters.
References are welcome.
Thanks in advance!
Dear Subin Koshy
Please see these links in the attachments
Best regards
Conference Paper Simple Approaches to Missing Data for Energy Forecasting Applications
Chapter Evaluation of Missing Data Imputation Methods for an Enhance...
https://core.ac.uk/download/pdf/39665295.pdf
That is called interpolation. E.g. one can consider https://en.wikipedia.org/wiki/Spline_interpolation
Dear Subin Koshy
Please see these links in the attachments
Best regards
Conference Paper Simple Approaches to Missing Data for Energy Forecasting Applications
Chapter Evaluation of Missing Data Imputation Methods for an Enhance...
https://core.ac.uk/download/pdf/39665295.pdf
Please see this paper.
Learning-Based Adaptive Imputation Method with kNN Algorithm for Missing Power Data
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