2023

Bott, Andreas ; Janke, Tim ; Steinke, Florian (2023)
Deep learning-enabled MCMC for probabilistic state estimation in district heating grids.
In: Applied Energy, 336
doi: 10.1016/j.apenergy.2023.120837
Artikel, Bibliographie

2022

Beykirch, Mario ; Janke, Tim ; Steinke, Florian (2022)
Bidding and Scheduling in Energy Markets: Which Probabilistic Forecast Do We Need?
17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS 2022). virtual Conference (12.06.2022-15.06.2022)
Konferenzveröffentlichung, Bibliographie

2021

Janke, Tim ; Ghanmi, Mohamed ; Steinke, Florian (2021)
Implicit Generative Copulas.
35th International Conference on Neural Information Processing Systems (NeurIPS 2021). virtual Conference (07.12.2021-10.12.2021)
Konferenzveröffentlichung, Bibliographie

Beykirch, Mario ; Janke, Tim ; Tayeche, Imed ; Steinke, Florian (2021)
Probabilistic Forecast Combination for Anomaly Detection in Building Heat Load Time Series.
2021 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe). virtual Conference (18.10.2021-21.10.2021)
Konferenzveröffentlichung, Bibliographie

2020

Janke, Tim ; Steinke, Florian (2020)
Probabilistic multivariate electricity price forecasting using implicit generative ensemble post-processing.
16th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS 2020). virtual Conference (18.08.2020-21.08.2020)
doi: 10.1109/PMAPS47429.2020.9183687
Konferenzveröffentlichung, Bibliographie

2019

Janke, Tim ; Steinke, Florian (2019)
Forecasting the Price Distribution of Continuous Intraday Electricity Trading.
In: Energies, 12 (22)
doi: 10.3390/en12224262
Artikel, Bibliographie

Beykirch, Mario ; Janke, Tim ; Steinke, Florian (2019)
Evaluation of Day-Ahead Electricity Price Predictions with Multi-Stage Stochastic Programs.
8th International Ruhr Energy Conference (INREC 2019). Essen, Germany (25.09.2019-26.09.2019)
Konferenzveröffentlichung, Bibliographie

Beykirch, Mario ; Janke, Tim ; Steinke, Florian (2019)
Bayesian Inference with MILP Dispatch Models for the Probabilistic Prediction of Power Plant Dispatch.
16th International Conference on the European Energy Market (EEM). Ljubljana, Slovenia (18.09.2019-20.09.2019)
doi: 10.1109/EEM.2019.8916530
Konferenzveröffentlichung, Bibliographie

2018

Janke, Tim ; Brindley, Bastian ; Rodemann, Tobias ; Steinke, Florian (2018)
Incentivizing the adoption of local flexibility options: A quantitative case study.
15th International Conference on the European Energy Market (EEM'18). Lodz, Poland (27.06.2018-29.06.2018)
doi: 10.1109/EEM.2018.8469854
Konferenzveröffentlichung, Bibliographie

Beykirch, Mario ; Janke, Tim ; Steinke, Florian (2018)
Learning Dispatch Parameters of Thermal Power Plants from Observations.
8th IEEE PES Innovative Smart Grid Technologies Conference Europe. Sarajevo, Bosnia-Herzegovina (21.10.2018-25.10.2018)
doi: 10.1109/ISGTEurope.2018.8571825
Konferenzveröffentlichung, Bibliographie