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Optimization of Thermal Dynamic Models for MPC-Based Sustainable Building Energy Systems

Fick, Robin; Knopp, Julian; Honke, Robert; Plessing, Tobias (2025)

International Journal of Environmental Pollution and Remediation (IJEPR) 2025 /13, S. 18-28.
DOI: 10.11159/ijepr.2025.003


Open Access
 

This paper investigates the practical implementation of models in the energy management of buildings for complex user behavior and the use of multiple heating technologies, focusing on the development of an accurate yet efficient model. The study is exemplified by the new Institute for Hydrogen and Energy Technology building at Hof University of Applied Sciences, designed as a research platform for innovative energy solutions. We address the integration of shading strategies and the subsequent model order reduction necessary for effective Model Predictive Control application. The research involves creating a simplified resistance-capacitance model of the building's thermal zones, including its heating systems and a dual façade with solar thermal collectors. This simplified model, generated using the BRCM Toolbox and validated against a detailed EnergyPlus model, accounts for dynamic discrepancies, particularly during periods of high solar radiation. Optimization techniques are applied to the simplified model across different seasons, revealing that season-specific optimizations are more effective for long-term simulations, while a combined optimization approach is suitable for short-term and year-round MPC applications. The results underscore the potential of advanced MPC strategies to enhance energy efficiency and sustainability in complex building systems with multiple renewable energy sources.

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Numerical and Experimental Investigation of Large Stratified Thermal Storage Systems in transient states

Fick, Robin; Honke, Robert; Brüggemann, Dieter (2024)

Proceedings of the International Renewable Energy Storage and Systems Conference (IRES 2023) 2024, S. 118-131.
DOI: 10.2991/978-94-6463-455-6_13


Open Access Peer Reviewed
 

Mid-sized thermal energy storage (TES) systems, especially in the distributed sector, have received little attention for public buildings. Validation of such systems, especially for the use of multiple renewables with different operating modes using CFD simulations, is still pending. The objective of this study is to validate a CFD model for the operation of complex and mid-sized TES systems for simultaneous charging and discharging cycles to enable investigations on optimized operating modes, geometric optimizations, and predictive charging and discharging scenarios. For this purpose, the 60 m3 local heating storage of Großbardorf, Germany, was used to obtain real-time operating conditions and in-situ temperature distribution data. Charging and discharging cycles as well as combined scenarios were calculated and compared with the experimentally determined dynamics of the thermocline. Simulations were performed using the open-source tool OpenFOAM® with the single-phase transient solver buoyantPimpleFoam in laminar and turbulent modes, including ambient heat losses. Good agreement was found between simulated and experimental data, especially in the regions of layer transitions with a RMSE of 1.2 ℃ or less over the entire observation period. It is shown how the validation allows further improvements and optimizations of TES with greater confidence. In particular, for research on the efficient use of multiple, fluctuating renewable energies and the increase of self-sufficiency in the decentralized sector, a demand-optimized charging and discharging layout is presented for a mid-sized TES to be installed at the new Institute for Hydrogen and Energy Technology (iwe) at Hof University of Applied Sciences. By conducting research in facilities such as the iwe, this approach will not only create opportunities for the future deployment of renewable energy storage and related systems, but also highlight the importance of decarbonization in the decentralized sector.

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Wasserstoff aus Biomasse - Technologien und Stand der Technik

Gradel, Andy (2024)


 

IFAT München 2024


Experimental study on a new developed hydrogen condensing boiler with single digit NOx Emissions

Dölz, Michael; Wünning, Joachim; Plessing, Tobias (2024)

Tagungsband 2024.



Die treibhausgasneutrale Liegenschaft in öffentlicher Hand am Beispiel der Hochschule Hof

Stark, Oliver; Dölz, Michael; Kluck, Johannes; Plessing, Tobias (2024)

RET.Con Tagungsband 2024, S. 115-128.



Low-cost test rig for characterization of photocatalytic planar materials using photonically sized UV-A LED light sources.

Schnabel, Tobias; Honke, Robert; Schmid, Andreas; Mehling, Simon; Göhring, René...

2023, e00487 (16).
DOI: 10.1016/j.ohx.2023.e00487


Open Access Peer Reviewed
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Advanced Modelling of Solar Energy Based Ice Storage Systems

Glasswala, Vivek ; Gradel, Andy; Sharma, Tushar; Carbonell, Daniel...

SWC 2023 Proceedings 2023.
DOI: 10.18086/swc.2023.04.06


Open Access
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Advanced Modelling of Solar Energy Based Ice Storage Systems

Glasswala, Vivek ; Gradel, Andy; Sharma, Tushar; Carbonell, Daniel...


 

Solar World Congress 2023, Neu Delhi, Indien 


Wasserstoff aus biogenen Reststoffen

Gradel, Andy (2023)


 

5. Praxistagung "Wasserstoff aus Biomasse und Biogas", Krefeld


Wärmenetze und die technischen Möglichkeiten zur Erzeugung und Speicherung von Wärme

Sack, Anton (2023)



Wasserstoff aus biogenen Reststoffen - Stand der Forschung und Reifegrade unterschiedlicher Technologien

Gradel, Andy; Plessing, Tobias (2023)


 

Statuskonferenz Bioenergie, Leipzig


Alternative Wasserstofferzeugungsverfahren

Sack, Anton; Gradel, Andy; Plessing, Tobias (2023)



Regulatorik für die Erzeugung von Wasserstoff aus biogenen Reststoffen

Gradel, Andy (2023)


 

H2.INSIGHTS#6 des Zentrum Wasserstoff


Brennstoffspezifische Simulation thermochemischer Biomassevergasung

Heinrich, Maximilian (2023)


 

Statuskonferenz Bioenergie, Leipzig


Erneuerbare Energien - Was ist das? Wo stehen wir aktuell und wo wollen wir hin?

Dölz, Michael (2023)


 

Sommerakademie; Hof 


Modelling and Simulation of the Mechanical Effects of a Lightning Discharge to Aircraft Carbon Fibre-Reinforced Polymer Structures

Pedro, J.; Arteiro, A.; Honke, Robert; Karch, Christian (2023)

2023 International Symposium on Electromagnetic Compatibility – EMC Europe, S. 1-6.
DOI: 10.1109/EMCEurope57790.2023.10274346


Peer Reviewed
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Das Forschungsprojekt Eisbatterie - Forschungspodcast

Dölz, Michael (2023)

Spotify, Apple Podcasts, Anchor, You Tube, amazon music, Wissenschafts Podcasts.



Wasserstoff aus biogenen Reststoffen - Stand der Technik und aktuelle Praxisprojekte

Gradel, Andy; Plessing, Tobias (2023)


 

Symposium der BMWK-Energieforschungsnetzwerke, Berlin


Wasserstoff aus Biomasse - Stand der Technik und Reifegrade unterschiedlicher Technologien

Gradel, Andy; Plessing, Tobias (2023)


 

31. C.A.R.M.E.N. Symposium, Würzburg


Die Wärmepumpe - Funktionsweise und Einsatzgrenzen

Dölz, Michael (2023)


 

Nacht der Wissenschaften, Hof, 23.06.2023


Institut für Wasserstoff- und Energietechnik (iwe)

Hochschule für Angewandte Wissenschaften Hof

Alfons-Goppel-Platz 1
95028 Hof

T '+49 9281 409 5122

Betreuung der Publikationsseiten
Kerstin Knieling-Weber

T +49 9281 409-5107
kerstin.knieling-weber[at]hof-university.de