Search Results for author: Christoph Doblander

Found 4 papers, 1 papers with code

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.

Benchmarking

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.

Vocal Bursts Intensity Prediction

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

The DEBS 2022 Grand Challenge: Detecting Trading Trends in Financial Tick Data

1 code implementation23 Jun 2022 Sebastian Frischbier, Jawad Tahir, Christoph Doblander, Arne Hormann, Ruben Mayer, Hans-Arno Jacobsen

The DEBS Grand Challenge (GC) is an annual programming competition open to practitioners from both academia and industry.

Benchmarking

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