Publikationen 2022
Journal Article
A decoupling strategy for protecting sensitive process information in cooperative optimization of power flow
AIChE journal 68(1), e17429 (2022) [10.1002/aic.17429]
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Journal Article
Obey validity limits of data-driven models through topological data analysis and one-class classification
Optimization and engineering 23, 855–876 (2022) [10.1007/s11081-021-09608-0]
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Journal Article
Direct single shooting for dynamic optimization of differential-algebraic equation systems with optimization criteria embedded
Computers & chemical engineering 159, 107643 (2022) [10.1016/j.compchemeng.2021.107643]
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Journal Article
Dielectric constant of mixed solvents based on perturbation theory
Fluid phase equilibria 555, 113346 - (2022) [10.1016/j.fluid.2021.113346]
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Journal Article
Simultaneously optimizing bidding strategy in pay-as-bid-markets and production scheduling
Computers & chemical engineering 157, 107610 - (2022) [10.1016/j.compchemeng.2021.107610]
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Journal Article
Advanced feasibility cuts in decoupled cooperative optimization of power flow
Computers & chemical engineering 157, 107635 - (2022) [10.1016/j.compchemeng.2021.107635]
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Journal Article
A framework for the design & operation of a large-scale wind-powered hydrogen electrolyzer hub
International journal of hydrogen energy 47(14), 8671-8686 (2022) [10.1016/j.ijhydene.2021.12.225]
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Journal Article
Optimal Eco-Routing for Hybrid Vehicles With Powertrain Model Embedded
IEEE transactions on intelligent transportation systems 23(9), 14632 - 14648 (2022) [10.1109/TITS.2021.3131298]
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Journal Article
Enhancing Building Monitoring and Control for District Energy Systems: Technology Selection and Installation within the Living Lab Energy Campus
Applied Sciences 12(7), 3305 - (2022) [10.3390/app12073305]
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Contribution to a conference proceedings/Contribution to a book
Incorporating AC Power Flow into the Multi-Energy System Optimization Framework COMANDO
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES), OSMSES, AachenAachen, Germany, 4 Apr 2022 - 5 Apr 2022
IEEE 1-6 (2022) [10.1109/OSMSES54027.2022.9769138]
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Journal Article
Validation methods for energy time series scenarios from deep generative models
IEEE access 10, 8194 - 8207 (2022) [10.1109/ACCESS.2022.3141875]
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Contribution to a conference proceedings
VILLASnode-based Co-simulation of Local Energy Communities
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES), AachenAachen, Germany, 4 Apr 2022 - 5 Apr 2022
IEEE 1-6 (2022) [10.1109/OSMSES54027.2022.9768933]
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Contribution to a conference proceedings/Contribution to a book
Performance Assessment of Synchronized Phasor Measurement-Based Parameter Estimation for Distribution Networks
2022 International Conference on Smart Energy Systems and Technologies (SEST) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-0557-7 - doi:10.1109/SEST53650.2022.9898484
2022 International Conference on Smart Energy Systems and Technologies (SEST), EindhovenEindhoven, Netherlands, 5 Sep 2022 - 7 Sep 2022
IEEE 1-6 (2022) [10.1109/SEST53650.2022.9898484]
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Journal Article
MGRIT-Based Multi-Level Parallel-in-Time Electromagnetic Transient Simulation
Energies 15(21), 7874 (2022) [10.3390/en15217874]
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Journal Article
On Modeling Depths of Power Electronic Circuits for Real-Time Simulation – A Comparative Analysis for Power Systems
IEEE open access journal of power and energy 9, 76 - 87 (2022) [10.1109/OAJPE.2022.3148777]
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Journal Article
The demand response potential in copper production
Journal of cleaner production 362, 132221 - (2022) [10.1016/j.jclepro.2022.132221]
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Journal Article
Demand response potential of industrial processes considering uncertain short‐term electricity prices
AIChE journal 68(11), e17828 (2022) [10.1002/aic.17828]
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Journal Article
Simultaneous mixed‐integer dynamic scheduling of processes and their energy systems
AIChE journal 68(8), e17741 (2022) [10.1002/aic.17741]
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Journal Article
Global dynamic optimization with Hammerstein–Wiener models embedded
Journal of global optimization 84(2), 321 - 347 (2022) [10.1007/s10898-022-01145-z]
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Journal Article
Blend for all or pure for few? Well-to-wheel life cycle assessment of blending electricity-based OME 3–5 with fossil diesel
Sustainable energy & fuels 6(8), 1959 - 1973 (2022) [10.1039/D1SE01758F]
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Journal Article
Closed‐Loop Adsorption‐Based Upgrading of Heat from 90 to 110 °C: Experimental Demonstration and Insights for Future Development
Energy technology 10(7), 2200251 - (2022) [10.1002/ente.202200251]
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Journal Article
Cost-optimal pathways towards net-zero chemicals and plastics based on a circular carbon economy
Computers & chemical engineering 162, 107798 - (2022) [10.1016/j.compchemeng.2022.107798]
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Journal Article
The Thermo‐Economic Potential of ORC‐Based Pumped‐Thermal Electricity Storage: Insights from the Integrated Design of Processes and Working Fluids
Energy technology 10(7), 2200182 - (2022) [10.1002/ente.202200182]
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Journal Article
A climate-optimal supply chain for CO2 capture, utilization, and storage by mineralization
Journal of cleaner production 360, 131750 - (2022) [10.1016/j.jclepro.2022.131750]
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Journal Article
SecMOD: An Open-Source Modular Framework Combining Multi-Sector System Optimization and Life-Cycle Assessment
Frontiers in energy research 10, 884525 (2022) [10.3389/fenrg.2022.884525]
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Journal Article
Waste Heat to Power: Full‐Cycle Analysis of a Thermally Regenerative Flow Battery
Energy technology 10(8), 2200152 - (2022) [10.1002/ente.202200152]
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Journal Article
Environmental trade-offs of direct air capture technologies in climate change mitigation toward 2100
Nature Communications 13(1), 3635 (2022) [10.1038/s41467-022-31146-1]
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Journal Article
Optimal experimental design of physical property measurements for optimal chemical process simulations
Fluid phase equilibria 557, 113420 - (2022) [10.1016/j.fluid.2022.113420]
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Journal Article
Making more from bio-based platforms: life cycle assessment and techno-economic analysis of N -vinyl-2-pyrrolidone from succinic acid
Green chemistry 24(17), 6671 - 6684 (2022) [10.1039/D2GC01219G]
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Journal Article
Direct Olivine Carbonation: Optimal Process Design for a Low-Emission and Cost-Efficient Cement Production
Industrial & engineering chemistry research 61(35), 13177 - 13190 (2022) [10.1021/acs.iecr.2c00984]
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Journal Article
What Shall We Do with Steel Mill Off-Gas: Polygeneration Systems Minimizing Greenhouse Gas Emissions
Environmental science & technology 56(18), 13294 - 13304 (2022) [10.1021/acs.est.2c02888]
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Journal Article
Optimally designed solvent system for lignocellulosic biomass conversion supported by property predictions
Sustainable energy & fuels 6(11), 2734 - 2744 (2022) [10.1039/D2SE00187J]
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Journal Article
Global flowsheet optimization for reductive dimethoxymethane production using data-driven thermodynamic models
Computers & chemical engineering 162, 107806 - (2022) [10.1016/j.compchemeng.2022.107806]
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Journal Article
Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning
Computers & chemical engineering 161, 107781 - (2022) [10.1016/j.compchemeng.2022.107781]
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Journal Article
Wind data introduce error in time-series reduction for capacity expansion modelling
Energy 256, 124467 - (2022) [10.1016/j.energy.2022.124467]
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Journal Article
Investigation of the elution behavior of dissociating itaconic acid on a hydrophobic polymeric adsorbent using in-line Raman spectroscopy
Journal of chromatography / A 1675, 463140 (2022) [10.1016/j.chroma.2022.463140]
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Journal Article
Understanding Braess’ Paradox in power grids
Nature Communications 13(1), 5396 (2022) [10.1038/s41467-022-32917-6]
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Contribution to a conference proceedings/Contribution to a book
Bad Data Detection and Handling in ICT Platforms for Energy Systems
2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-7034-6 - doi:10.1109/AMPS55790.2022.9978880
2022 IEEE 12th International Workshop on Applied Measurements for Power Systems (AMPS), CagliariCagliari, Italy, 28 Sep 2022 - 30 Sep 2022
IEEE 1-6 (2022) [10.1109/AMPS55790.2022.9978880]
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Contribution to a conference proceedings/Contribution to a book
A Real-Time Simulation Framework to Evaluate the Scheduling of V2G in Distribution Networks
IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-8025-3 - doi:10.1109/IECON49645.2022.9968520
IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society, BrusselsBrussels, Belgium, 17 Oct 2022 - 20 Oct 2022
IEEE 1-6 (2022) [10.1109/IECON49645.2022.9968520]
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Contribution to a conference proceedings/Contribution to a book
An MQTT Gateway for HIL Testing of Energy Systems
IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-8025-3 - doi:10.1109/IECON49645.2022.9969054
IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society, BrusselsBrussels, Belgium, 17 Oct 2022 - 20 Oct 2022
IEEE 1-6 (2022) [10.1109/IECON49645.2022.9969054]
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Preprint
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
arXiv (2022) [10.48550/ARXIV.2211.12386]
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Journal Article
Can the Kuznetsov Model Replicate and Predict Cancer Growth in Humans?
Bulletin of mathematical biology 84(11), 130 (2022) [10.1007/s11538-022-01075-7]
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Preprint
Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction
arXiv (2022) [10.48550/ARXIV.2207.13779]
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Preprint
Graph neural networks for the prediction of molecular structure-property relationships
arXiv (2022) [10.48550/ARXIV.2208.04852]
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Preprint
Graph Neural Networks for Temperature-Dependent Activity Coefficient Prediction of Solutes in Ionic Liquids
arXiv (2022) [10.48550/ARXIV.2206.11776]
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Preprint
Graph Machine Learning for Design of High-Octane Fuels
arXiv (2022) [10.48550/ARXIV.2206.00619]
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Preprint
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows
arXiv (2022) [10.48550/ARXIV.2205.13826]
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Preprint
Normalizing Flow-based Day-Ahead Wind Power Scenario Generation for Profitable and Reliable Delivery Commitments by Wind Farm Operators
arXiv (2022) [10.48550/ARXIV.2204.02242]
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Preprint
Nonlinear Isometric Manifold Learning for Injective Normalizing Flows
arXiv (2022) [10.48550/ARXIV.2203.03934]
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Journal Article
Principal component density estimation for scenario generation using normalizing flows
Data-centric engineering 3, e7 (2022) [10.1017/dce.2022.7]
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Journal Article
Dynamic ramping for demand response of processes and energy systems based on exact linearization
Journal of process control 118, 218 - 230 (2022) [10.1016/j.jprocont.2022.08.017]
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Preprint
Demand Response for Flat Nonlinear MIMO Processes using Dynamic Ramping Constraints
arXiv (2022) [10.48550/ARXIV.2205.14598]
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Journal Article
MILP Formulation for Dynamic Demand Response of Electrolyzers
Computer aided chemical engineering 49, 391-396 (2022) [10.1016/B978-0-323-85159-6.50065-8]
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Journal Article
Personalized Algorithm Generation: A Case Study in Learning ODE Integrators
SIAM journal on scientific computing 44(4), A1911 - A1933 (2022) [10.1137/21M1418629]
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Preprint
Where to Market Flexibility? Optimal Participation of Industrial Energy Systems in Balancing-Power, Day-Ahead, and Continuous Intraday Electricity Markets
arXiv (2022) [10.48550/ARXIV.2212.12507]
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Journal Article
Sugar-to-What? An Environmental Merit Order Curve for Biobased Chemicals and Plastics
ACS sustainable chemistry & engineering 10(48), 15648 - 15659 (2022) [10.1021/acssuschemeng.2c03275]
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Journal Article
Efficient modeling of adsorption chillers: Avoiding discretization by operator splitting
International journal of refrigeration 139, 180 - 191 (2022) [10.1016/j.ijrefrig.2022.04.015]
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Journal Article
Life-Cycle and Techno-Economic Assessment of Early-Stage Carbon Capture and Utilization Technologies—A Discussion of Current Challenges and Best Practices
Frontiers in climate 4, 841907 (2022) [10.3389/fclim.2022.841907]
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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
Computers & chemical engineering 166, 107923 - (2022) [10.1016/j.compchemeng.2022.107923]
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Journal Article
Simultaneous deterministic global flowsheet optimization and heat integration: Comparison of formulations
Computers & chemical engineering 162, 107790 - (2022) [10.1016/j.compchemeng.2022.107790]
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Journal Article
Satisfaction of path chance constraints in dynamic optimization problems
Computers & chemical engineering 164, 107899 - (2022) [10.1016/j.compchemeng.2022.107899]
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Journal Article
Simultaneous optimization of design and operation of an air-cooled geothermal ORC under consideration of multiple operating points
Computers & chemical engineering 161, 107745 - (2022) [10.1016/j.compchemeng.2022.107745]
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Journal Article
Data-Driven Nonlinear Model Reduction Using Koopman Theory: Integrated Control Form and NMPC Case Study
IEEE control systems letters 6, 2978 - 2983 (2022) [10.1109/LCSYS.2022.3181443]
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Contribution to a book
On economic operation of switchable chlor-alkali electrolysis for demand-side management
Simulation and Optimization in Process Engineering / Roh, Kosan ; : Elsevier, 2022, ; ISBN: 9780323850438 ; doi:10.1016/B978-0-323-85043-8.00007-6
- : Elsevier 225-242 (2022) [10.1016/B978-0-323-85043-8.00007-6]
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Contribution to a conference proceedings/Contribution to a book
Combining optimization and life cycle assessment: Design of low-carbon multi-energy systems in the SecMOD framework
32nd European Symposium on Computer Aided Process Engineering, ToulouseToulouse, France, 12 Jun 2022 - 15 Jun 2022
Amsterdam [u.a.] : Elsevier, Computer Aided Chemical Engineering 51, 1201 - 1206 (2022) [10.1016/B978-0-323-95879-0.50201-0]
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Contribution to a conference proceedings/Contribution to a book
Bayesian Optimization for techno-economic analysis of pressure swing adsorption processes
32nd European Symposium on Computer Aided Process Engineering, ToulouseToulouse, France, 12 Jun 2022 - 15 Jun 2022
Amsterdam [u.a.] : Elsevier, Computer Aided Chemical Engineering 51, 1441 - 1446 (2022) [10.1016/B978-0-323-95879-0.50241-1]
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Contribution to a conference proceedings/Contribution to a book
Monetizing Flexibility in Day-Ahead and Continuous Intraday Electricity Markets
14th International Symposium on Process Systems Engineering
14th International Symposium on Process Systems Engineering, KyotoKyoto, Japan, 19 Jun 2022 - 23 Jun 2022
Amsterdam [u.a.] : Elsevier, Computer Aided Chemical Engineering 49, 1963 - 1968 (2022) [10.1016/B978-0-323-85159-6.50327-4]
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Journal Article
Dynamic modeling of aqueous electrolyte systems in Modelica
Computers & chemical engineering 166, 107968 - (2022) [10.1016/j.compchemeng.2022.107968]
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Journal Article
On the development of control solutions for local energy communities
Automatisierungstechnik 70(12), 1095 - 1115 (2022) [10.1515/auto-2022-0034]
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Contribution to a conference proceedings/Contribution to a book
Real-Time Simulation of an Electrolyzer with a Diode Rectifier and a Three-Phase Interleaved Buck Converter
2022 IEEE 13th International Symposium on Power Electronics for Distributed Generation Systems (PEDG) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-6618-9 - doi:10.1109/PEDG54999.2022.9923192
2022 IEEE 13th International Symposium on Power Electronics for Distributed Generation Systems (PEDG), KielKiel, Germany, 26 Jun 2022 - 29 Jun 2022
IEEE 1-6 (2022) [10.1109/PEDG54999.2022.9923192]
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Contribution to a conference proceedings/Contribution to a book
GasNetSim: An Open-Source Package for Gas Network Simulation with Complex Gas Mixture Compositions
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-1008-3 - doi:10.1109/OSMSES54027.2022.9769148
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES), AachenAachen, Germany, 4 Apr 2022 - 5 Apr 2022
IEEE 6 pp. (2022) [10.1109/OSMSES54027.2022.9769148]
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Contribution to a conference proceedings/Contribution to a book
Modelica-based parallel computing framework for power system adaptive special protection schemes
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-1008-3 - doi:10.1109/OSMSES54027.2022.9769162
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES), AachenAachen, Germany, 4 Apr 2022 - 5 Apr 2022
IEEE 1-6 (2022) [10.1109/OSMSES54027.2022.9769162]
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Contribution to a conference proceedings/Contribution to a book
Parallel Simulation of Power Systems with High Penetration of Distributed Generation Using GPUs and OpenCL
2022 IEEE 13th International Symposium on Power Electronics for Distributed Generation Systems (PEDG) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-6618-9 - doi:10.1109/PEDG54999.2022.9923084
2022 IEEE 13th International Symposium on Power Electronics for Distributed Generation Systems (PEDG), KielKiel, Germany, 26 Jun 2022 - 29 Jun 2022
IEEE 1-6 (2022) [10.1109/PEDG54999.2022.9923084]
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Contribution to a conference proceedings
Low-Grade Waste Heat Integration into an Existing High-Temperature District Heating System at the Research Centre in Juelich, Germany
International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2022, CopenhagenCopenhagen, Denmark, 1 Jul 2022 - 3 Jul 2022
35th, 123-142 (2022)
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Journal Article
Framework for the Automated Identification of Possible District Heating Separations to Utilise Present Heat Sources Based on Existing Network Topology
Energies 15(21), 8290 - (2022) [10.3390/en15218290]
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Conference Presentation (Other)
Modelling of an Existing District Heating Network at Different Supply Temperatures with a New Integrated Waste Heat Source
8th International Conference on Smart Energy Systems, SES20222, AalborgAalborg, Denmark, 13 Sep 2022 - 14 Sep 2022
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Contribution to a conference proceedings
Investigation on the Influence of Real-World Weather and Demand Forecasts on the Model Predictive Control of a Hydrogen-Battery Energy Storage System
The 35th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2022, CopenhagenCopenhagen, Denmark, 1 Jul 2022 - 3 Jul 2022
35th, 140-152 (2022) [10.11581/dtu.00000267]
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Contribution to a conference proceedings
Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models
1st International Workshop on Open Source Modelling and Simulation of Energy Systems, OSMSES2022, AachenAachen, Germany, 4 Apr 2022 - 5 Apr 2022
1st, 160-69 (2022) [10.1109/OSMSES54027.2022.9769104]
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Contribution to a conference proceedings/Contribution to a book
A Model of MMCs for Power Electronic System High-Performance Real-Time Simulation
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-1008-3 - doi:10.1109/OSMSES54027.2022.9769141
2022 Open Source Modelling and Simulation of Energy Systems (OSMSES), AachenAachen, Germany, 4 Apr 2022 - 5 Apr 2022
IEEE 6 pp. (2022) [10.1109/OSMSES54027.2022.9769141]
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Contribution to a conference proceedings/Contribution to a book
FPGA-Based High-Speed CHiL Simulations of Dual Active Bridge Converter Employing LB-LMC
2022 IEEE 20th International Power Electronics and Motion Control Conference (PEMC) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-9681-0 - doi:10.1109/PEMC51159.2022.9962927
2022 IEEE 20th International Power Electronics and Motion Control Conference (PEMC), BrasovBrasov, Romania, 25 Sep 2022 - 28 Sep 2022
IEEE 339-345 (2022) [10.1109/PEMC51159.2022.9962927]
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Journal Article
Nonlinear Distributed Model Predictive Control for multi-zone building energy systems
Energy and buildings 264, 112066 - (2022) [10.1016/j.enbuild.2022.112066]
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Journal Article
Nonlinear Hybrid Model Predictive Control for building energy systems
Energy and buildings 270, 112298 - (2022) [10.1016/j.enbuild.2022.112298]
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