Thomas Steens

According to our database, Thomas Steens authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic Transformers.

Arvid Weyrauch, Thomas Steens, Oskar Taubert, Benedikt Hanke, Aslan Eqbal, Ewa Götz, Achim Streit, Markus Götz, Charlotte Debus

CoRR, 2024

2023

Electricity Demand Forecasting with Hybrid Statistical and Machine Learning Algorithms: Case Study of Ukraine.

Tatiana González Grandón, Johannes Schwenzer, Thomas Steens, Julia Breuing

CoRR, 2023

Predicting Renewable Curtailment in Distribution Grids Using Neural Networks.

Elena Memmel, Thomas Steens, Sunke Schlüters, Rasmus Völker, Frank Schuldt, Karsten von Maydell

IEEE Access, 2023

2021

Integration and Dimensioning of Battery Storage Systems in Commercial Building Applications with Renewable Powerplants and Battery Electric Vehicles.

Keno Oltmanns, Jan-Simon Telle, Thomas Steens, Benedikt Hanke, Karsten von Maydell

Proceedings of the 16th International Conference on Ecological Vehicles and Renewable Energies, 2021

2020

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

Thomas Steens, Jan-Simon Telle, Benedikt Hanke, Karsten von Maydell, Carsten Agert, Gian-Luca di Modica, Bernd Engel, Matthias Grottke

CoRR, 2020

Combined PV Power and Load Prediction for Building-Level Energy Management Applications.

Jan-Simon Telle, Nailya Maitanova, Thomas Steens, Benedikt Hanke, Karsten von Maydell, Matthias Grottke

Proceedings of the Fifteenth International Conference on Ecological Vehicles and Renewable Energies, 2020