Concepedia

Eike Cramer

EC

Statistics

Publications

6

Citations

128

H-Index

6

Active since

2022

Affiliations

Forschungszentrum Jülich(Current)

RWTH Aachen University

Jülich Aachen Research Alliance

University of Cologne

Norwegian University of Life Sciences

Eike Cramer is an author at Forschungszentrum Jülich specializing in time series analysis, electricity markets, and energy price forecasting.

Publications per year

2022–2024

6

Publications

6

Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows

Eike Cramer, Dirk Witthaut, Alexander Mitsos et al. · Applied Energy · 2023 · 48 citations

Business, Economics, Forecasting +12

Physics-Informed Machine Learning for Power Grid Frequency Modeling

Johannes Kruse, Eike Cramer, Benjamin Schäfer et al. · PRX Energy · 2023 · 22 citations · Full text

Computing, Computer Science, Physics +16

Normalizing flow-based day-ahead wind power scenario generation for profitable and reliable delivery commitments by wind farm operators

Eike Cramer, Leonard Paeleke, Alexander Mitsos et al. · Computers & Chemical Engineering · 2022 · 18 citations

Agriculture, Operations Management, Energy Economics +12

Validation Methods for Energy Time Series Scenarios From Deep Generative Models

Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos et al. · IEEE Access · 2022 · 17 citations · Full text

Agriculture, Data Science, Forecasting +13

Principal component density estimation for scenario generation using normalizing flows

Eike Cramer, Alexander Mitsos, Raúl Tempone et al. · Data-Centric Engineering · 2022 · 13 citations · Full text

Computing, Computer Science, Computer Vision +16

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