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Household Electricity Demand Forecasting: Benchmarking State-of-the-art Methods by Andreas Veit; Christoph Goebel; Rohit Tidke; Christoph Doblander; Hans-Arno Jacobsen is a scholarly article available to read on EtoBox.

What is Household Electricity Demand Forecasting: Benchmarking State-of-the-art Methods about?

We benchmark state-of-the-art methods for forecasting electricity demand on the household level. Our evaluation is based on two data sets containing the power usage on the individual appliance level. Our results indicate that without further refinement the considered advanced state-of-theart forecasting methods rarely beat corresponding persistence forecasts. Therefore, we also provide an exploration of promising directions for future research.

Author

Andreas Veit; Christoph Goebel; Rohit Tidke; Christoph Doblander; Hans-Arno Jacobsen

Publisher

ACM

Published

2014

Language

EN