most citedA Forecast Based Load Management Approach For Commercial Buildings -- Comparing LSTM And Standardized Load Profile Techniques

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

eess.SP2020

A Non-Intrusive Load Monitoring Approach for Very Short Term Power Predictions in Commercial Buildings

Karoline Brucke, Stefan Arens, Jan-Simon Telle +4

This paper presents a new algorithm to extract device profiles fully unsupervised from three phases reactive and active aggregate power measurements. The extracted device profiles…

eess.SY2020★ 1 cited

A Forecast Based Load Management Approach For Commercial Buildings -- Comparing LSTM And Standardized Load Profile Techniques

Thomas Steens, Jan-Simon Telle, Benedikt Hanke +5

Load-forecasting problems have already been widely addressed with different approaches, granularities and objectives. Recent studies focus not only on deep learning methods but als…