Search Results for author: Christoph Doblander

Found 3 papers, 0 papers with code

Towards the Detection of Building Occupancy with Synthetic Environmental Data

no code implementations8 Oct 2020 Manuel Weber, Christoph Doblander, Peter Mandl

Information about room-level occupancy is crucial to many building-related tasks, such as building automation or energy performance simulation.

Transfer Learning

Real-time Load Prediction with High Velocity Smart Home Data Stream

no code implementations12 Aug 2017 Christoph Doblander, Martin Strohbach, Holger Ziekow, Hans-Arno Jacobsen

This paper addresses the use of smart-home sensor streams for continuous prediction of energy loads of individual households which participate as an agent in local markets.

Household Electricity Demand Forecasting -- Benchmarking State-of-the-Art Methods

no code implementations1 Apr 2014 Andreas Veit, Christoph Goebel, Rohit Tidke, Christoph Doblander, Hans-Arno Jacobsen

The increasing use of renewable energy sources with variable output, such as solar photovoltaic and wind power generation, calls for Smart Grids that effectively manage flexible loads and energy storage.

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