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Aachen papers (primary topic)

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606

Citations

Aachen authors

Patent citations

Papers per year

Papers 56

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How to model European electricity load profiles using artificial neural networks
2020 Applied Energy article Engineering Energy Load and Power Forecasting Open access

Lars Nolting, Aaron Praktiknjo

89

citations
Designing a short-term load forecasting model in the urban smart grid system
2020 Applied Energy article Engineering Energy Load and Power Forecasting Open access

Chen Li

86

citations
More than accuracy: end-to-end wind power forecasting that optimises the energy system
2023 Electric Power Systems Research article Engineering Energy Load and Power Forecasting Open access

Dariush Wahdany, Carlo Schmitt

57

citations
Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows
2023 Applied Energy article Engineering Energy Load and Power Forecasting

Eike Cramer, Dirk Witthaut, Alexander Mitsos, Manuel Dahmen

56

citations
Understanding electricity prices beyond the merit order principle using explainable AI
2023 Energy and AI article Engineering Energy Load and Power Forecasting Open access

Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut

49

citations
Economic implications of forecasting electricity generation from variable renewable energy sources
2020 Renewable Energy article Engineering Energy Load and Power Forecasting

Oliver Ruhnau, Patrick Hennig, Reinhard Madlener

32

citations
A fuzzy theory-based machine learning method for workdays and weekends short-term load forecasting
2021 Energy and Buildings article Engineering Energy Load and Power Forecasting Open access

Chen Li

32

citations
Introducing explainability in sequence-to-sequence learning for short-term load forecasting
2022 Electric Power Systems Research article Engineering Energy Load and Power Forecasting Open access

Gonca Gürses-Tran, Tobias Alexander Körner, Antonello Monti

28

citations
Comparative Analysis of Load Forecasting Models for Varying Time Horizons and Load Aggregation Levels
2021 Energies article Engineering Energy Load and Power Forecasting Open access

Gonca Gürses-Tran, Reinhard Madlener, Antonello Monti

25

citations
Multivariate scenario generation of day-ahead electricity prices using normalizing flows
2024 Applied Energy article Engineering Energy Load and Power Forecasting Open access

Hannes Hilger, Dirk Witthaut, Manuel Dahmen, Leonardo Rydin Gorjão, Julius Trebbien, Eike Cramer

23

citations
Effects of spatiotemporal correlations in wind data on neural network-based wind predictions
2023 Energy article Engineering Energy Load and Power Forecasting

Heesoo Shin, Mario Rüttgers, Sang-Seung Lee

23

citations
Normalizing flow-based day-ahead wind power scenario generation for profitable and reliable delivery commitments by wind farm operators
2022 Computers & Chemical Engineering article Engineering Energy Load and Power Forecasting

Eike Cramer, Leonard Paeleke, Alexander Mitsos, Manuel Dahmen

20

citations
Validation Methods for Energy Time Series Scenarios From Deep Generative Models
2022 IEEE Access article Engineering Energy Load and Power Forecasting Open access

Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen

19

citations
Principal component density estimation for scenario generation using normalizing flows
2022 Data-Centric Engineering article Engineering Energy Load and Power Forecasting Open access

Eike Cramer, Alexander Mitsos, Raul F. Tempone, Manuel Dahmen

14

citations
Advances in Time Series Forecasting Development for Power Systems’ Operation with MLOps
2022 Forecasting article Engineering Energy Load and Power Forecasting Open access

Gonca Gürses-Tran, Antonello Monti

12

citations
Probabilistic Load Forecasting for Day-Ahead Congestion Mitigation
2020 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) conference-paper Engineering Energy Load and Power Forecasting Open access

Gonca Gürses-Tran, Hendrik Flamme, Antonello Monti

9

citations
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows
2022 RWTH Publications (RWTH Aachen) article Engineering Energy Load and Power Forecasting Open access

Eike Cramer, Dirk Witthaut, Alexander Mitsos, Manuel Dahmen

5

citations
Impact of the COVID-19 Pandemic Crisis on the Efficiency of European Intraday Electricity Markets
2022 Energies article Engineering Energy Load and Power Forecasting Open access

Jan Niklas Buescher, Daria Gottwald, Florian Momm, Alexander Zureck

5

citations
Understanding electricity prices beyond the merit order principle using explainable AI
2022 arXiv (Cornell University) preprint Engineering Energy Load and Power Forecasting Open access

Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut

5

citations
Data-driven uncertainty quantification for constrained stochastic differential equations and application to solar photovoltaic power forecast data
2025 Statistics and Computing article Engineering Energy Load and Power Forecasting Open access

Khaoula Ben Chaabane, Ahmed Kebaier, Marco Scavino, Raul F. Tempone

3

citations

Most active Aachen authors

Eike Cramer 176 citations overall
10 papers
Antonello Monti 16,820 citations overall
6 papers
Alexander Mitsos 10,876 citations overall
5 papers
Dan Stowell 4,444 citations overall
5 papers
Pyae Pyae Phyo 328 citations overall
5 papers
Raul F. Tempone 8,709 citations overall
4 papers
Aaron Praktiknjo 2,524 citations overall
4 papers
Gonca Gürses-Tran 155 citations overall
4 papers
Yuchen Tao 26 citations overall
3 papers
Reinhard Madlener 19,235 citations overall
2 papers
Andreas Ulbig 4,953 citations overall
2 papers
Albert Moser 2,838 citations overall
2 papers
Chen Li 1,594 citations overall
2 papers
Lars Nolting 866 citations overall
2 papers
Mario Rüttgers 352 citations overall
2 papers

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Papers per year

Papers 56

Most active Aachen authors

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