Search Results - "Dahmen, Manuel" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Principal component density estimation for scenario generation using normalizing flows

Principal component density estimation for scenario generation using normalizing flows

by Cramer, Eike, Mitsos, Alexander, Tempone, Raúl, Dahmen, Manuel
Published in Data-Centric Engineering (Online) (01.01.2022)

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Journal Article

Validation Methods for Energy Time Series Scenarios From Deep Generative Models

Validation Methods for Energy Time Series Scenarios From Deep Generative Models

by Cramer, Eike, Gorjao, Leonardo Rydin, Mitsos, Alexander, Schafer, Benjamin, Witthaut, Dirk, Dahmen, Manuel
Published in IEEE access (2022)

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Journal Article

A Novel Group Contribution Method for the Prediction of the Derived Cetane Number of Oxygenated Hydrocarbons

A Novel Group Contribution Method for the Prediction of the Derived Cetane Number of Oxygenated Hydrocarbons

by Dahmen, Manuel, Marquardt, Wolfgang
Published in Energy & fuels (17.09.2015)

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Journal Article

Model-Based Design of Tailor-Made Biofuels

Model-Based Design of Tailor-Made Biofuels

by Dahmen, Manuel, Marquardt, Wolfgang
Published in Energy & fuels (18.02.2016)

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Journal Article

Model-Based Formulation of Biofuel Blends by Simultaneous Product and Pathway Design

Model-Based Formulation of Biofuel Blends by Simultaneous Product and Pathway Design

by Dahmen, Manuel, Marquardt, Wolfgang
Published in Energy & fuels (20.04.2017)

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Journal Article

End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control

End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control

by Mayfrank, Daniel, Mitsos, Alexander, Dahmen, Manuel
Published in Computers & chemical engineering (01.11.2024)

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Journal Article

Correction to Model-Based Formulation of Biofuel Blends by Simultaneous Product and Pathway Design

Correction to Model-Based Formulation of Biofuel Blends by Simultaneous Product and Pathway Design

by Dahmen, Manuel, Marquardt, Wolfgang
Published in Energy & fuels (16.05.2019)

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Journal Article

Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows

Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows

by Cramer, Eike, Witthaut, Dirk, Mitsos, Alexander, Dahmen, Manuel
Published in Applied energy (15.09.2023)

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Journal Article

Simultaneous mixed‐integer dynamic scheduling of processes and their energy systems

Simultaneous mixed‐integer dynamic scheduling of processes and their energy systems

by Baader, Florian Joseph, Bardow, André, Dahmen, Manuel
Published in AIChE journal (01.08.2022)

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Journal Article

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

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

by Cramer, Eike, Paeleke, Leonard, Mitsos, Alexander, Dahmen, Manuel
Published in Computers & chemical engineering (01.10.2022)

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Journal Article

Graph Neural Networks for Prediction of Fuel Ignition Quality

Graph Neural Networks for Prediction of Fuel Ignition Quality

by Schweidtmann, Artur M, Rittig, Jan G, König, Andrea, Grohe, Martin, Mitsos, Alexander, Dahmen, Manuel
Published in Energy & fuels (17.09.2020)

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Journal Article

Multivariate scenario generation of day-ahead electricity prices using normalizing flows

Multivariate scenario generation of day-ahead electricity prices using normalizing flows

by Hilger, Hannes, Witthaut, Dirk, Dahmen, Manuel, Rydin Gorjão, Leonardo, Trebbien, Julius, Cramer, Eike
Published in Applied energy (01.08.2024)

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Journal Article

Uncertainty Quantification in Integrated Fuel and Process Design

Uncertainty Quantification in Integrated Fuel and Process Design

by Panofen, Marian, Ackermann, Philipp, Viell, Jörn, Mitsos, Alexander, Dahmen, Manuel
Published in Energy & fuels (01.08.2024)

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Journal Article

Physical pooling functions in graph neural networks for molecular property prediction

Physical pooling functions in graph neural networks for molecular property prediction

by Schweidtmann, Artur M., Rittig, Jan G., Weber, Jana M., Grohe, Martin, Dahmen, Manuel, Leonhard, Kai, Mitsos, Alexander
Published in Computers & chemical engineering (01.04.2023)

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Journal Article

Integrated design of processes and products: Optimal renewable fuels

Integrated design of processes and products: Optimal renewable fuels

by König, Andrea, Neidhardt, Lisa, Viell, Jörn, Mitsos, Alexander, Dahmen, Manuel
Published in Computers & chemical engineering (04.03.2020)

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Journal Article

Demand response potential of industrial processes considering uncertain short‐term electricity prices

Demand response potential of industrial processes considering uncertain short‐term electricity prices

by Germscheid, Sonja H. M., Mitsos, Alexander, Dahmen, Manuel
Published in AIChE journal (01.11.2022)

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Journal Article

The demand response potential in copper production

The demand response potential in copper production

by Röben, Fritz T.C., Liu, Diran, Reuter, Markus A., Dahmen, Manuel, Bardow, André
Published in Journal of cleaner production (15.08.2022)

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Journal Article

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

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

by Germscheid, Sonja H.M., Nilges, Benedikt, von der Assen, Niklas, Mitsos, Alexander, Dahmen, Manuel
Published in Computers & chemical engineering (01.06.2024)

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Journal Article

Demand response for flat nonlinear MIMO processes using dynamic ramping constraints

Demand response for flat nonlinear MIMO processes using dynamic ramping constraints

by Baader, Florian Joseph, Althaus, Philipp, Bardow, André, Dahmen, Manuel
Published in Computers & chemical engineering (01.04.2023)

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Journal Article

Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines

Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines

by König, Andrea, Siska, Maximilian, Schweidtmann, Artur M., Rittig, Jan G., Viell, Jörn, Mitsos, Alexander, Dahmen, Manuel
Published in Chemical engineering science (29.06.2021)

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Journal Article