Publikationen 2021
Journal Article
Inline Raman Spectroscopy and Indirect Hard Modeling for Concentration Monitoring of Dissociated Acid Species
Applied spectroscopy 75(5), 506–519 (2021) [10.1177/0003702820973275]
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Journal Article
Nonlinear model predictive control of ultra-high-purity air separation units using transient wave propagation model
Computers & chemical engineering 145, 107163 (2021) [10.1016/j.compchemeng.2020.107163]
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Journal Article
AutoMoG: Automated data-driven Model Generation of multi-energy systems using piecewise-linear regression
Computers & chemical engineering 145, 107162 - (2021) [10.1016/j.compchemeng.2020.107162]
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Journal Article
ORTiS solver codegen: C++ code generation tools for high performance, FPGA-based, real-time simulation of power electronic systems
SoftwareX 13, 100660 - (2021) [10.1016/j.softx.2021.100660]
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Preprint
Optimal operating policies for organic Rankine cycles for waste heat recovery under transient conditions
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Journal Article
Nonlinear model predictive control of organic Rankine cycles for automotive waste heat recovery: Is it worth the effort?
Journal of process control 99, 19 - 27 (2021) [10.1016/j.jprocont.2021.01.003]
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Journal Article
Flexible here-and-now decisions for two-stage multi-objective optimization: method and application to energy system design selection
Optimization and engineering 22, 821–847 (2021) [10.1007/s11081-020-09530-x]
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Journal Article
Upgrading Waste Heat from 90 to 110 °C: The Potential of Adsorption Heat Transformation
Energy technology 9(1), 2000643 - (2021) [10.1002/ente.202000643]
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Journal Article
Enabling scalable and fault-tolerant multi-agent systems by utilizing cloud-native computing
Autonomous agents and multi-agent systems 35(1), 10 (2021) [10.1007/s10458-020-09489-0]
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Preprint
COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization
Anatomical science international (2021)
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Contribution to a conference proceedings
A sensitivity analysis of numerical predictions forberyllium erosion and migration in ITER
24th International Conference on Plasma Surface Interactions in Controlled Fusion Devices (PSI 2020), virtuellvirtuell, virtuell, 25 Jan 2021 - 29 Jan 2021
1-12 (2021)
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Journal Article
Design optimization of a heating network with multiple heat pumps using mixed integer quadratically constrained programming
Energy 226, 120384 - (2021) [10.1016/j.energy.2021.120384]
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Journal Article
Temperature control of a low-temperature district heating network with Model Predictive Control and Mixed-Integer Quadratically Constrained Programming
Energy 224, 120140 - (2021) [10.1016/j.energy.2021.120140]
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Journal Article
System Level Real-Time Simulation and Hardware-in-the-Loop Testing of MMCs
Energies 14(11), 3046 - (2021) [10.3390/en14113046]
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Journal Article
An Open-Source Many-Scenario Approach for Power System Dynamic Simulation on HPC Clusters
Electronics 10(11), 1330 - (2021) [10.3390/electronics10111330]
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Journal Article
NILM techniques applied to a real-time monitoring system of the electricity consumption
Acta IMEKO 10(2), 139-146 (2021) [10.21014/acta_imeko.v10i2.1054]
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Contribution to a conference proceedings/Contribution to a book
Time-Series Analysis and Forecasting of Power Consumption using Gaussian Process Regression
2021 International Conference on Smart Energy Systems and Technologies (SEST), VaasaVaasa, Finland, 6 Sep 2021 - 8 Sep 2021
IEEE 6 pp. (2021) [10.1109/SEST50973.2021.9543253]
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Journal Article
Designed to Be Green, Economic, and Efficient: A Ketone‐Ester‐Alcohol‐Alkane Blend for Future Spark‐Ignition Engines
ChemSusChem 14(23), 5254-5264 (2021) [10.1002/cssc.202101704]
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Journal Article
Simulation of Coupled Power and Gas Systems with Hydrogen-Enriched Natural Gas
Energies 14(22), 7680 - (2021) [10.3390/en14227680]
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Journal Article
Factorisation Path Based Refactorisation for High-Performance LU Decomposition in Real-Time Power System Simulation
Energies 14(23), 7989 - (2021) [10.3390/en14237989]
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Journal Article
The role of edge plasma parameters in H-mode density limit on the JET-ILW
Nuclear fusion 61(6), 066009 - (2021) [10.1088/1741-4326/abf056]
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Journal Article
Life-Cycle Assessment of Sector-Coupled National Energy Systems: Environmental Impacts of Electricity, Heat, and Transportation in Germany Till 2050
Frontiers in energy research 9, 621502 (2021) [10.3389/fenrg.2021.621502]
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Journal Article
Life-cycle assessment of an industrial direct air capture process based on temperature–vacuum swing adsorption
Nature energy 6(2), 203 - 213 (2021) [10.1038/s41560-020-00771-9]
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Journal Article
COSMO-susCAMPD: Sustainable solvents from combining computer-aided molecular and process design with predictive life cycle assessment
Chemical engineering science 245, 116863 - (2021) [10.1016/j.ces.2021.116863]
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Journal Article
Reaction Mechanisms and Rate Constants of Auto‐Catalytic Urethane Formation and Cleavage Reactions
ChemistryOpen 10(5), 534 - 544 (2021) [10.1002/open.202000150]
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Journal Article
CAT-COSMO-CAMPD: Integrated in silico design of catalysts and processes based on quantum chemistry
Computers & chemical engineering 153, 107438 - (2021) [10.1016/j.compchemeng.2021.107438]
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Journal Article
AutoMoG 3D: Automated Data-Driven Model Generation of Multi-Energy Systems Using Hinging Hyperplanes
Frontiers in energy research 9, 719658 (2021) [10.3389/fenrg.2021.719658]
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Journal Article
Scheduling coordination of multiple production and utility systems in a multi-leader multi-follower Stackelberg game
Computers & chemical engineering 150, 107321 - (2021) [10.1016/j.compchemeng.2021.107321]
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Journal Article
Achieving net-zero greenhouse gas emission plastics by a circular carbon economy
Science 374(6563), 71 - 76 (2021) [10.1126/science.abg9853]
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Journal Article
From Unavoidable CO 2 Source to CO 2 Sink? A Cement Industry Based on CO 2 Mineralization
Environmental science & technology 55(8), 5212 - 5223 (2021) [10.1021/acs.est.0c07599]
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Journal Article
Environmental impacts of the future German energy system from integrated energy systems optimization and dynamic life cycle assessment
Computers & chemical engineering 153, 107406 - (2021) [10.1016/j.compchemeng.2021.107406]
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Journal Article
Beyond Temperature Glide: The Compressor is Key to Realizing Benefits of Zeotropic Mixtures in Heat Pumps
Energy technology 9(4), 2000955 - (2021) [10.1002/ente.202000955]
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Journal Article
Towards optimal mixtures of working fluids: Integrated design of processes and mixtures for Organic Rankine Cycles
Renewable & sustainable energy reviews 135, 110179 - (2021) [10.1016/j.rser.2020.110179]
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Journal Article
A Hardware-in-the-Loop Platform for DC Protection
IEEE journal of emerging and selected topics in power electronics 9(3), 2605 - 2619 (2021) [10.1109/JESTPE.2020.3017769]
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Journal Article
Towards aromatics from biomass: Prospective Life Cycle Assessment of bio-based aniline
Journal of cleaner production 290, 125818 - (2021) [10.1016/j.jclepro.2021.125818]
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Journal Article
Protection Scheme for Fast Detection and Interruption of High-Impedance Faults on Rate-Limited DC Distribution Networks
IEEE journal of emerging and selected topics in power electronics 9(3), 2540 - 2549 (2021) [10.1109/JESTPE.2020.2998056]
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Preprint
Simultaneous mixed-integer dynamic scheduling of processes and their energy systems
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Preprint
Validation Methods for Energy Time Series Scenarios from Deep Generative Models
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Preprint
Dynamic Ramping for Demand Response of Processes and Energy Systems based on Exact Linearization
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Journal Article
COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization
Computers & chemical engineering 152, 107366 - (2021) [10.1016/j.compchemeng.2021.107366]
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Journal Article
Decarbonizing copper production by power-to-hydrogen: A techno-economic analysis
Journal of cleaner production 306, 127191 - (2021) [10.1016/j.jclepro.2021.127191]
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Journal Article
Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines
Chemical engineering science 237, 116562 - (2021) [10.1016/j.ces.2021.116562]
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Preprint
Personalized Algorithm Generation: A Case Study in Meta-Learning ODE Integrators
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Preprint
Principal Component Density Estimation for Scenario Generation Using Normalizing Flows
[10.1017/dce.2022.7]
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Conference Presentation (After Call)
Design and Multi-Disciplinary Assessment of a New FSC Blend for Ultra-High Efficiency Engines
Fuel Science: From Production to Propulsion, 9th International Conference, onlineonline, Germany, 22 Jun 2021 - 24 Jun 2021
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Conference Presentation (After Call)
Comparing Cetane Ratings from IQT and AFIDA: Fundamentals, Experimental Screening, and Graph Neural Network Modeling
Fuel Science: From Production to Propulsion, 9th International Conference, onlineonline, Germany, 22 Jun 2021 - 24 Jun 2021
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Conference Presentation (After Call)
Assessing the Demand Response Potential of Power-Intensive Processes by Stochastic Scheduling Optimization
2021 AIChE Annual Meeting, BostonBoston, Germany, 7 Nov 2021 - 19 Nov 2021
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Conference Presentation (After Call)
A Principal Component Normalizing Flow for Manifold Density Estimation
SIAM Conference on Computational Science and Engineering 2021, onlineonline, USA, 1 Mar 2021 - 5 Mar 2021
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Conference Presentation (After Call)
A Principal Component Normalizing Flow for Modeling Renewable Electricity Generation
4th Machine Learning and AI in Bio(Chemical) Engineering Conference 2021, onlineonline, UK, 6 Jul 2021 - 7 Jul 2021
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Conference Presentation (After Call)
A Principal Component Normalizing Flow for Modeling Renewable Electricity Generation
2021 AIChE Annual Meeting, BostonBoston, USA, 7 Nov 2021 - 19 Nov 2021
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Journal Article
Machine Learning in Chemical Engineering: A Perspective
Chemie - Ingenieur - Technik 93(12), 2029 - 2039 (2021) [10.1002/cite.202100083]
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Preprint
Flexible operation of modular electrochemical CO2 reduction processes
[10.26434/chemrxiv-2021-49lwd]
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Journal Article
Deterministic global optimization with Gaussian processes embedded
Mathematical programming computation 13(3), 553 - 581 (2021) [10.1007/s12532-021-00204-y]
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Journal Article
A mechanistic model of direct forsterite carbonation
The chemical engineering journal 404, 126480 - (2021) [10.1016/j.cej.2020.126480]
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Journal Article
Comparing pathways for electricity-based production of dimethoxymethane as a sustainable fuel
Energy & environmental science 14(7), 3686 - 3699 (2021) [10.1039/D1EE00689D]
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Journal Article
Semi-infinite programming yields optimal disturbance model for offset-free nonlinear model predictive control
Journal of process control 101, 35 - 51 (2021) [10.1016/j.jprocont.2021.03.005]
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Poster (After Call)
Fuel design by combined machine learning and predictive thermodynamics
Fuel Science: From Production to Propulsion, 9th International Conference, onlineonline, Germany, 22 Jun 2021 - 24 Jun 2021
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Journal Article
Tailor-made solvents by integrated design of molecules and CO2 absorption processes
Computer aided chemical engineering 50, 197-202 (2021) [10.1016/B978-0-323-88506-5.50032-2]
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Contribution to a conference proceedings
Impact of Parametrization of Battery Energy Storages on Multi-Agent Energy Systems with a High Share of Renewable Energy Sources
The 34th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2021, TaorminaTaormina, Italy, 27 Jun 2021 - 2 Jul 2021
1-10 (2021)
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Contribution to a conference proceedings
Ecological and Economic Analysis of Low-TemperatureDistrict Heating in Typical Residential Areas
Building Simulation 2021, BS2021, BrugesBruges, Belgium, 1 Sep 2021 - 3 Sep 2021
1-8 (2021)
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Contribution to a conference proceedings
Modelling of Energy Systems with Seasonal Storage and System State dependent Boundary Conditions using Time Series Aggregation and Segmentation
The 34th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2021, TaorminaTaormina, Italy, 28 Jun 2021 - 2 Jul 2021
34, 1-11 (2021)
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Journal Article
Flexibility-expansion planning for enhanced balancing-power market participation of decentralized energy systems
Computer aided chemical engineering 50, 1841-1846 (2021) [10.1016/B978-0-323-88506-5.50285-0]
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Contribution to a conference proceedings/Contribution to a book
Optimal physical property data for process simulations by optimal experimental design
31st European Symposium on Computer Aided Process Engineering, ESCAPE31, InstanbulInstanbul, Turkey, 6 Jun 2021 - 9 Jun 2021
Computer Aided Chemical Engineering 50, 851 - 857 (2021) [10.1016/B978-0-323-88506-5.50133-9]
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Journal Article
Optimal operating policies for organic Rankine cycles for waste heat recovery under transient conditions
Energy 224, 120126 - (2021) [10.1016/j.energy.2021.120126]
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Contribution to a conference proceedings
Performance Evaluation of a Missing Data Recovery Approach Based on Compressive Sensing
2021 IEEE 11th International Workshop on Applied Measurements for Power Systems (AMPS), CagliariCagliari, Italy, 29 Sep 2021 - 1 Oct 2021
1-6 (2021) [10.1109/AMPS50177.2021.9586042]
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Contribution to a conference proceedings
A Hardware-in-the-Loop Co-simulation of Multi-modal Energy System for Control Validation
IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society, TorontoToronto, ON, 13 Oct 2021 - 16 Oct 2021
1-6 (2021) [10.1109/IECON48115.2021.9589743]
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Conference Presentation (Invited)
Multi-modal HIL for networked controllers
Workshop Echtzeitsimulation 2021, KarlsruheKarlsruhe, Germany, 25 Nov 2021 - 26 Nov 2021
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Conference Presentation (Invited)
Digital Twin of a Power Network - Development, Validation and Application
13th OPAL-RT Conference on Real-Time Simulation, RT21, OnlineOnline, Online, 16 Sep 2021 - 17 Sep 2021
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Contribution to a conference proceedings/Contribution to a book
Power-to-OME1 via Direct Oxidation of Methanol: Process Design and Global Flowsheet Optimization
31st European Symposium on Computer Aided Process Engineering / Bongartz, Dominik ; : Elsevier, 2021, ; ISSN: 15707946 ; ISBN: 9780323885065 ; doi:10.1016/B978-0-323-88506-5.50044-9
31st European Symposium on Computer Aided Process Engineering, ESCAPE31, IstanbulIstanbul, Turkey, 6 Jun 2021 - 9 Jun 2021
Computer Aided Chemical Engineering 50, 273 - 278 (2021) [10.1016/B978-0-323-88506-5.50044-9]
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Contribution to a conference proceedings/Contribution to a book
A Low Latency Parallel Bus Interface for High-Speed multi-FPGA RT-Simulations
2021 IEEE Electric Ship Technologies Symposium (ESTS) : [Proceedings] - IEEE, 2021. - ISBN 978-1-7281-8426-5 - doi:10.1109/ESTS49166.2021.9512344
2021 IEEE Electric Ship Technologies Symposium (ESTS), ArlingtonArlington, VA, 3 Aug 2021 - 6 Aug 2021
IEEE 7 pp. (2021) [10.1109/ESTS49166.2021.9512344]
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