Florian Will

Entwicklung und experimentelle Validierung einer datengetriebenen modellprädiktiven Gebäuderegelung mit Wärmepumpensystem

Philip Stoffel
Stephan Göbel

Kevin Waiz

Jonas Reuter-Schniete

Simulationsbasierte Auslegungsoptimierung eines Wärmepumpensystems in Kombination mit einer Photovoltaikanlage

Fabian Wüllhorst

Augustinus Schütz

Daniel Schmitz

Felix Tessarek

Vladislav Drefs

Gereon Mengers

Hendrik van der Stok

George Bazerji

Matthias Fenske

Martin Bolten

Abhijeet Singh

Sebastian Ostlender,
Stephan Göbel,
Sebastian Borges

Yilin Liu

Stevent Susanto

Phillip Stoffel
Nicole Koczorek

Philipp Schmitz

Ruth Held-Seeger

Thilo Mandelartz

Benjamin Sydlik

Felix Mehrhoff

Jinmian Shi

Sebastian Ostlender
Sebastian Borges
Stephan Göbel

Nils Rickmeier

Johannes Radebold

Jonas Schneider

Minsheng Xu

Carina Knieps

Tianyue Gu

Hanyu Li

Malte Berrenberg

Philipp Ostmann/ Martin Kremer

Kinga Poplawska

Qimin Li

Tobias Rudolf Steinhäußer

Jonathan Kriwet

09:00 / E.ON ERC 00.24

Julius Caspar Klupp

Julius Wieseler

Approximation modellprädiktiver Regelungsstrategien netzgekoppelter PV-Batteriespeichersysteme für Nicht-Wohngebäude mittels Machine Learning Algorithmen

Xincheng Wu

Thies Boelsen

Lennard Wissing

Martin Zauner

Julius Caspar Klupp

Arnold Fütterer

Maximilian Szymula

Menghan Ge

Kontinuierliche Modelllernverfahren für die datengetriebene modellprädiktive Regelung von Gebäudenergiesystemen.

Yue Wu

Entwicklung einer regelbasierten Regelung für hybride Lüftungssysteme und Auswertung mittels Feldtest

Helena Bartels

Alexander Gabriel Haring

Paul Salomon

Entwicklung und Bewertung adaptiver Abtaustrategien mit Hilfe maschineller Lernverfahren mit dem Fokus auf notwendiger Sensorik zur Reifdetektion von Luft-Wasser-Wärmepumpen

Lisa Kremser

Andre Holland

Kevin Kanghua Zhang

Yunqiu Cao

Dominik Pell

Marc Schäfer

Carmine Petruzzelli

Leon Weingarten

Christiane Döring

Nicolas Mion

Marco Braun

Andre Liang

Laura Block

Phillip Stoffel Sebastian Blechmann

Konrad Beeser

Miriam Tolls

Robin Graessner

David Pohlmann

Vergleich von Machine Learning Verfahren für Zeitreihenanalysen in Gebäudeenergiesystemen auf Basis von Bewertungsmetriken

Gonca Gürses-Tran

Runyang Lian

Luyao Jin

Sarah Henn Jan Richarz

Chuangkang Yang

Wenzhao Yuan

Anwendung von bedarfsgerechter Lüftung in einem Untersuchungsraum in einem deutschen Krankenhaus: eine Pilotstudie

Markus Blasberg

Wenqian Qiu

Serhiy Kapustyan

Johannes Dominik Vaeßen

Entwicklung eines High-Order Modells zum Vergleich thermischer Simulationsmodelle von Nichtwohngebäuden unterschiedlichen Detailgrads und Bewertung der Belastbarkeit reduzierter Modellierungsansätze

Bewertung thermischer Behaglichkeit in einem Büroraum mithilfe von CFD Simulationen unter Einbindung eines thermophysiologischen Komfortmodells

Maxim Shamovich

Berna Balci

Nick Materzok

Balázs Tóth

Zeitreihenklassifikation von Datenpunkten in Gebäudeautomationssystemen mit Supervised Learning

21.01.2022

Entwicklung und Validierung von modellbasierten Mehrgrößenregelungskonzepten am Beispiel einer Überhitzungsregelung für Kältemittelkreisläufe

Léna Baumgärtner

Analyse der Übertragbarkeit gelernter Prozessmodelle für datengetriebene Modellprädiktive Regler für Gebäudeenergiesysteme

Franz Birkhäuser

Experimentelle Bewertung eines schnittstellenoptimierten Systemreglers für hybride Wärmepumpensysteme durch Hardware-in-the-Loop-Versuche

Wesam Atwani

Analyse der Auswirkungen typischer Tage in ungefähren MPC-Anwendungen für HP-Systeme

Diego Cordoba

Tim Adamek

Hannah Romberg

Mehrperioden-Strukturoptimierung von Wärmenetzen der 5. Generation mittels gemischt-ganzzahliger linearer Optimierung

Antonio Martí Monsó

Potenziale zur CO₂-Emissionsreduktion im Gebäudesektor: Modellierung und Optimierung zur techno-ökonomischen Analyse des Einsatzes dezentraler Energiesysteme im Bestandsbereich

Sebastian Borges

Marcel Durben

Jan Lorbach

Mohsen Nakhostdashiti

Plamen Bogdanov

Entwicklung und Bewertung von dynamischen Simulationsmodellen zur Modellierung des Reifschichtwachstums für Lamellenwärmeübertrager von Luft-Wasser-Wärmepumpen

Paul Bannmüller

Entwicklung und Bewertung von Regelungskonzepten zur effizienten Abtauung von Luft-Wasser-Wärmepumpen durch experimentelle Analyse des optimalen Abtauzeitpunktes

Jonas Klingebiel Stephan Göbel

Milena Tings

Vergleich von Gebotsstrategien für auktionsbasiert lokale Energiemärkte

John Scott Groves

Entwicklung und simulationsgestützte Analyse einer cloudbasierten modellprädiktiven Regelung eines mehrstöckigen Forschungsgebäudes unter Anwendung von Iterative Learning Control

Hanna Lina Hesel

Untersuchungen zur Energiebilanz und Wirtschaftlichkeit von Wärmepumpen-Systemen unter Berücksichtigung der Einsatzgrenzen und Effizienzsteigerung

David Velasquez Wiehls

Tori Wiederhöft

Optimierung eines netzdienlichen Gebäudebetriebs unter Berücksichtigung der thermischen Behaglichkeit und der Nutzerpräferenz beim Laden des Elektroautos

Peter Bosch

Bewertung von Modellierungsansätzen zur Abbildung des Teillastverhaltens im stationären Off-Design am Beispiel von Kältemittel und -kreislauf

Johannes Prenger

Potenzialanalyse von Wärmepumpenschnittstelle in hybriden Wärmeerzeugersystemen mittels Software-in-the-Loop Simulationen

Mohamed Ismail

Julius Averkorn

Philipp Döbbelin

Simulationsbasierte Bewertung des isentropen Wirkungsgrades von Kältemittelverdichtern für Wärmepumpen

Nicole Koczorek

Bewertung und Vergleich der Modellgenauigkeit thermophysiologischer Komfortmodelle

Fabian Moehrke

Analyse und Bewertung des Einflusses von Senkentemperaturen auf die Wahl eines optimalen Arbeitsmittels in Wärmepumpen

Tanja Datsko

Analyse und Bewertung des Einflusses von Quellentemperaturen auf die Wahl eines optimalen Arbeitsmittels in Wärmepumpen

Antonio Steimann

Bewertung des Einflusses der Unsicherheit von Störgrößenvorhersagen auf eine hierarchische modellprädiktive Regelung

Christian Tjorben Wenzel

Sascha Rumpel

Entwicklung eines Bewertungssystems für Schwimmbäder auf Basis spezifischer Kennzahlen

Andy Otto

Bewertung von Umweltsimulationen für Wärmepumpensysteme

Tobias Jacobskötter

Bewertung der Reglerentwicklung und Inbetriebnahme eines Hardware-in-the-Loop-Hydraulik Prüfstands zur Gebäudeemulation

Justus Manuel Hugenberg

Bewertung externer Einflüsse auf die Gesamtwirtschaftlichkeit von Wärmepumpensystemen

Jannik Fischer

Entwicklung und Bewertung bedarfsgerechter Lüftungsstrategien für Krankenhäuser

Paul Wotzka

Thermodynamische Analyse potenzieller Kältemittel für Hochtemperaturwärmepumpen unter Berücksichtigung des Einsatzes einer Expansionsmaschine

Valerius Venzik, Christoph Höges

Alexander Güntgen

Development of a modular, microcontroller-based multisensor system for indoor air quality measurements

Vincent Evenschor

Benjamin Moadh Arfa

Matthias Ellinger

Influence of sizing and CO₂ prizing on the profitability and CO₂ emissions of an operationally optimized PV battery storage building energy system

Dustin Frings

Wenzel Wittich

Martin Stürmer

Ronja Hestert

Cost allocation in central optimized Energy Communities

Agent-based distributed operation optimization of building energy systems

Daniel Stopp

Calibration and Evaluation of a Dynamic Simulation Model for the Development of Efficient Defrosting Strategies for Heat Pumps

Development of a data-based control strategy to optimize the heat supply for the worst point of a heating system using machine learning

Automated Generation of Hybrid Automata for Model Predictive Control of Thermal Energy Systems

Tobias Boschmann

Xinling Li

Automated modeling of mode-based control using Fuzzy-Petri-Nets

Experimental analysis of the effect of faults in a heating system using a HiL test bench

Robust optimization for the scheduling of modernization measures for typical non-residential buildings

Anna Poensgen

Simulative and experimental investigation of hybrid heat generation systems using representative periods

Moritz Zuschlag

Parameter reduction and modular development of models for heat generators in Modelica

Analysis oft the turbulence spectrum of transitional free jets using CFD simulations

Luis Cisneros

Optimization of the operation strategy of parallel arranged fans regarding their energy consumption under part load conditions

Dominik Schwarz

Julius Brillert

Development and implementation of a neural network to identify the influence of important fluid parameters on the efficiency in refrigeration cycles

Development of a model-predictive control exploiting generation flexibilities of a sector-coupled energy hub

Ervin Lejlic

Laura Coordt

Development of a Local Energy Market for Trading between Distributed Energy Systems

Junyi Xue

Felix Stegemerten

Development of a model-based cost function generation for the agent-based operational optimization of building energy systems

Lars Heesemann

Muhab Hassan

Experimental investigation and energetical evaluation of defrosting methods for air coolers

Daniel Glusko

Development of a methodology for automatic rule extraction for the operational optimization of building energy systems by means of machine learning

Jonas Grossmann

5GDHC Networks: Evaluating their integration potential in new and existing city districts

Development of an evaluation tool for assessing the potential of ultra-low temperature heating grids in new city districts

Tobias Otto

Jonas Bühner

Exergo-economic investigation and assessment of heat pump circuits

Framework development for exchangeable models for transient building and plant simulations in the field of building energy systems

Analysis of frost formation on the fins of air coolers using photo-optical measuring methods

Elfi Fertl

Development of a Procedure for Thermographic Reconstruction of Indoor Spaces through Sensor Fusion of a Thermal Imaging Detector and a Depth Sensor

Development of analysis functions for the automated faultdetection and -diagnosis of combined heat and power plants

David Wackerbauer Erik Brümmendorf

Implementation and analysis of distributed model predictive control algorithms for the control of complex building energy systems

Fabian Mühlpfordt

Design and calibration of a transient building and energy system model for integration into a Software framework for model predictive control

Timo Wenzel

Development and application of a game theoretical approach for the operational optimization of district energy systems

Sebastian Borges

Model-based analysis of design methods for heat pump processes

Malte Teuchert

Phillip Stoffel

Multiobjective optimization for existing building retrofit schedules using a genetic algorithm

Modification and commissioning of an existing air/water compression heat pump for experimental investigation of low GWP next generation refrigerants

Evaluation of statistically planned experiments with special focus on accuracy of measurements in refrigerant circuits

Baoying Han

Fabian Stupperich

Optimization of a Mixing Process caused by von-Kármán Vortex Streets using transient CFD Simulation

Simulation and characterisation of thermoelectric heating systems for the private building sector

Exergy analysis of an air-water heat pump using cloud-based real-time analysis on a hardware-in-the-loop test bench

Steffen Frölian

Wenbo Zhang

Moritz Taron

Development of a model-based controller using the example of a air-to-water-heatpump

Ben Scheitler

Viktor Schüssler

Key Performance Indicators for the Energetic Assessment of Swimming Pools

Kevin Wantz

Prototype development of a facade-integrated heat pump with special focus on the flow characteristics of the heat exchanger

Jan Mittag

Conceptual design and realisation of a facade-integrated heat pump

Dmitry Oleynikov

Investigation of machine learning methods for the creation of models used in the control of energy systems

Maximilian Fein

Simulative efficiency evaluation of DC-coupled, flexible building energy storage systems considering operation dynamics.

Hendrik Kroppa

Reverse engineering of fluid selection for heat pumps used in building Energy systems

Abdussamed Tanrikulu

Improvement of a heat pump system design optimiser considering hyperparameters and building variations

Benedikt Schuler

Development of a method for the evaluation of next-generation refrigerants in counterclockwise thermodynamic cycles

Development and analysis of various system configurations of bidirectional low-temperature networks for urban districts

Philipp Trompetter

Fabian Bekemeier

Simulation-based benchmark of a mode-based control strategy for HVAC systems

Sebastian Eibel

Guillermo Pezet

Development and Implementation of an Alternative Model for the Representation of the Soil in the Thermal Network Simulation of 5GDHC-systems

Leonard Theunissen

Application of Time Series Based Machine Learning Algorithms for Topology Detection in Building Automation Systems

Achim Gervens

Jonathan Kriwet

Automated generation of hybrid automata for dynamic modelling of thermal energy systems

Christoph Netsch

Optimal Control of a Cooling System with a thermal Energy Storage using offline pre-trained Reinforcement Learning Techniques

Simulation-based analysis of different control strategies considering sanitation and energy demand for domestic hot water supply

Katharina Brinkmann, Stephanie Kaschewski

Jan Stock

Development of an energy-based optimization model for the generation of ecological and economical modernization strategies for non-residential buildings

Vincent Kammerer

Daseul Jeong

David Wackerbauer, Thomas Storek

Yue Cen

Yadi Wang

Simulation-based development of mode-based control algorithms applied to a cooling supply system

Development of a test bench control system for the investigation of adaptive control strategies for single temperature control on a hardware-in-the-loop test bench

Framework development for modular building and HVAC simulations to perform sensitivity analysis and for providing representative time periods

Ziyuan Chen

Development of a Virtual Test Environment for the Control of Thermal Networks

Dynamic cooling load estimation using tuned recurrent neural networks with long short-term memory units

Christoph Höges

Evaluation of simulation-based design approaches of heat pump systems considering operation dynamics

Software interface for systematic data transfer by means of Building Information Modeling (BIM) datamodels for simulation applications

Konstantin Finkbeiner

Martin Kremer

Model predictive control of a geothermal field for the cost-optimal use of its heating and cooling supply potential

Investigation of the start-up and decay behaviour of turbulent free jets using CFD simulation

Numerical investigation of entrainment properties of multi jet applications using scale adaptive turbulence models

Development of machine learning based forecasting methods for grid state estimation.

Laura Burgaud

Development of a generic data-driven tool for optimization and fault detection of Combined Heat and Power Units

Omar Daouk

Yuchen Jia

Automized commissioning and functioning tests for building automation systems

Study of unsupervised machine learning algorithms for topology detection on complex building energy systems

Investigation and comparison of different modelich approaches for thermal networks

Development of a Hardware-in-the-Loop Test Bench for Model Based Evaluation of Thermal Comfort in an Electric Vehicle

Daniel Schmitz

Evaluation of hydraulic circuits for the supply of Hardware-in-the-Loop tests

Analysis of the potential of industrial waste heat for utilization of heating for buildings

Juliane Vosdellen

Analysis of the self-similarity of pulsating jets in existing applications using simplified LES methods

Maria Ana Santos Silva de Monney Paiva

Peer Permien

Vincent Evenschor

Classification of time series data of building automation systems based on machine learning

Jonas Baumgärtner

Determination of optimized building energy systems for the German residential building stock with special consideration of ventilation losses

Julian Lanz

Development of an agent-based operational optimization for building energy systems

Maurice Wald

Integration of Protocol Interoprability and Data Point Labelling into a Smart Readiness Indicator to Assess the Technology Capability of Buildings

Moritz Braun

Sensitivity Analysis of Building Archetypes

Lukas Schulte

Model implementation and simulation of a multi-family house of different levels of detail for evaluation in hardware-in-the-loop experiments

Robin Kurth

Implementation of an single room heating control for heatpumps

Development of a methodology for the systemic evaluation of urban energy systems

26.03.2019

Julian Matthes

Development of modular simulation models for Combined Heat and Power systems (CHP)

Philipp Reher

Ken Joo Yeap

Bijan Seyed Sadjjadi

Thermal loss modeling of a compressor in dynamic simulations for refrigerant cycles

Sebastian Trunk

Economic evaluation of plant engineering for heating, cooling and ventilation systems at Forschungszentrum Jülich

Thomas Remmel

Modeling and optimization of landlord-to-tenant electricity supply concepts in apartment buildings

Felix Görg

Christian Sauren

Lifecycle efficiency analysis of heat supply systems in the building stock enabled by the Digital Twin concept

Kevin-Jan Groß

Cost distribution in building automation systems

Sven Hinrichs

Automated documentation of complex simulation models using the example of an expansion valve model for refrigerant circuits

Julian Schaefer

Tim Bartikowski

Development of a model-based, programmable logic controller concept for a heat pump hardware-in-the-loop test rig

Yingying Yang

Onur Kaygisiz

Development of a simulation model of an air-conditioning system of a train based on the Siemens Mireo

Johanna Wilkens

Fault Modelling for Components of Air Handling Units

Fabian Wüllhorst

Implementation of a grey-box heat pump model in Modelica with focus on safety-related control strategies

Robin Donat

Life Cycle Assessment of Electricity Generation in Germany on the Basis of Selected Scenarios for the Year 2050

Laurin Oberkirsch

Development of modular simulation models to support real-time operation optimization of energy systems

Loraine Hesse

Development of a Combined Contracting Model and Investigation of Feasibility

Patric Stefaniak

Environmental assessment of compression heat pumps investigating the impact of refrigerants

Laura Maier

Integration der Struktur von Heizenergiesystemen in das Auslegungsverfahren von Luft-zu-Wasser-Wärmepumpen für den Gebäudebestand

Marwin Spelter

Simulation-based evaluation of control strategies using the example of the energy supply system of the experimental hall E.ON

Katharina Brinkmann

Abdul Masalkhi

Development of a test laboratory for dynamic investigations of heat pump heating systems with flammable refrigerants

Felix Stegemerten

Development of an automatic calibrator to determine the physical parameters for modular models of hydraulic systems

Lukas Schmitt

Bastian Gauch

Javier Perez Vera

Development of a calculation model for the generation of electrical load profiles for non-residential buildings

Application of automated Fault Detection and Diagnosis at E.ON ERC's Main Building Heat Pump

Emilie Duval

05.10.2018

Paul Kessler

Development of a method for dynamic data exchange in agent-based optimal control of building energy systems

15:30 pm / E.ON ERC 00.23

Gregor Gorbach

Operation planning of a decentralized battery storage system through the comparative use of classic optimization and artificial intelligence

Thorben Appels

Optimal design of energy conversion systems for research campuses with application for the Forschungszentrum Jülich

Lukas Raßpe-Lange

Application of unsupervised machine learning techniques for topology detection in complex energy systems

Yavuz Ok

Potentials for optimizing the quality assurance of air conditioning systems from the planning process to commissioning

Friederike Dickel

Development of scalable heat exchanger simulation models for the evaluation of low GWP refrigerants in compression heat pumps

Marius Schmitz

Ole Bruns

Optimal synthesis of distributed energy systems considering power and heating networks and analysis of decomposition methods

Simulation-based design of a method for structured control development using the example of an air handling unit

Steffen Hombach

Robin Kunze-Feltgen

Assessment of building energy systems in energy systems with a high share of renewable energies

Matthias Mersch

Design and Implementation of a Programmable Logic Controller for Heat Pump Heating Systems and Development of a Test Bench to Evaluate Different Control Strategies

Christian Vering

Markus Nuerenberg

Greta Kolb

Model-based test stand design for the evaluation of non-halogenated refrigerants in compression heat pumps

Christian Vering

Martin Theodor Kremer

Daniel Lühn

Development of software for the provision of individual energy reports in non-residential buildings

Automated generation of hydraulically balanced heat distribution systems for building performance simulations in Modelica

Thomas Schramm

Simulation of complex building energy systems to determine extended boundary conditions for hardware-in-the-loop-experiments

Mirko Engelpracht

Integration of Building Simulation Models in a Cloud-Framework for Energy Services

Christian Tjorben Wenzel

Lukas Wintgens

Development and validation of a CFD model for room air flow analysis in the Aachen Comfort Cube (ACCu)

Conceptual design of new volume flow controller for ventilation systems by CFD simulation and experiment

Zun Wang

Simulation and optimization of energy efficient operation of the air-conditioning system in Uniklinik RWTH Aachen

Alexander Miehlich

Studies on the repeatability of hardware-in-the-loop experiments

Julius Unrath

Comparison between an integral planning tool to model and optimize the energy system of city districts and a standardized and experience-based approach

Chen Yu

Analysis and optimization of the Life-Cycle-Costing of various hydraulic supply variants of HVAC systems

Leo Paulis Klie

Decentralized supply of buildings with heating and cooling energy in an urban district

Dominik Hering