JuLib | Articles & more - {"Modellierung von Energiesystemen; IEK-10"}

1

Optimal design of a local renewable electricity supply system for power-intensive production processes with demand response

Germscheid, Sonja
2024

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

2

Journal Article

Graph machine learning for design of high‐octane fuels

Rittig, Jan G.
2023

AIChE journal, 69 (2023) 4, S. e17971

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess Restricted

3

Conference Presentation

Physics-Informed Neural Networks (PINNs) for Modeling Dynamic Processes Based on Limited Physical Knowledge and Data

Velioglu, Mehmet
2023

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”

4

Conference Presentation

End-to-End Reinforcement Learning of Koopman Models for Economic Model Predictive Control

Mayfrank, Daniel
2023

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”

5

Conference Presentation

Scenario Generation for Day-Ahead Scheduling Problems Using Normalizing Flows

Cramer, Eike
2023

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”

6

Journal Article

Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids

Rittig, Jan G.
2023

Computers & chemical engineering, 171 (2023) S. 108153 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

7

Journal Article

Physical pooling functions in graph neural networks for molecular property prediction

Schweidtmann, Artur M.
2023

Computers & chemical engineering, 172 (2023) S. 108202 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

8

Journal Article

Demand response for flat nonlinear MIMO processes using dynamic ramping constraints

Baader, Florian
2023

Computers & chemical engineering, 172 (2023) S. 108171 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

9

Preprint

End-to-End Reinforcement Learning of Koopman Models for Economic Nonlinear Model Predictive Control

Mayfrank, Daniel
2023

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

10

Journal Article

Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows

Cramer, Eike
2023

Applied energy, 346 (2023) S. 121370 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess OpenAccess

11

Journal Article

Demand response scheduling of copper production under short-term electricity price uncertainty

Germscheid, Sonja
2023

Computers & chemical engineering, 178 (2023) S. 108394 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
Published on 2023-08-26. Available in OpenAccess from 2025-08-26.

12

Preprint

Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows

Hilger, Hannes
2023

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

13

Contribution to a conference proceedings

Heuristic Dynamic Ramping Constraints for Demand Response of Processes with Internal Dynamics

Baader, Florian
2023

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

14

Journal Article

Molecular Design of Fuels for Maximum Spark-Ignition Engine Efficiency by Combining Predictive Thermodynamics and Machine Learning

Fleitmann, Lorenz
2023

Energy & fuels, 37 (2023) 3, S. 2213–2229

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

15

Journal Article

Toward co-optimization of renewable fuel blend production and combustion in ultra-high efficiency SI engines

Burkardt, Patrick
2023

International journal of engine research, 24 (2023) 1, S. 29-41

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”

16

Preprint

A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms

Doncevic, Danimir
2022

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

17

Preprint

Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows

Cramer, Eike
2022

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

18

Preprint

Graph Machine Learning for Design of High-Octane Fuels

Rittig, Jan G.
2022

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

19

Preprint

Graph Neural Networks for Temperature-Dependent Activity Coefficient Prediction of Solutes in Ionic Liquids

Rittig, Jan G.
2022

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

20

Preprint

Graph neural networks for the prediction of molecular structure-property relationships

Rittig, Jan G.
2022

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

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