Dirk Müller

60 papers C 6Misc 1Journal 23Unranked 30
YearRankTypeTitle / Venue / Authors
2025 — conf
A FIWARE based digital twin for high performance computing centers.
e-Energy
Jonathan Kriwet, Christian Wassermann, Rita Streblow, Dirk Müller
2025 J jnl
AixWeather: A Weather Data Generation Tool for Building Energy System Simulations. Pull, Transform, Export.
J. Open Source Softw.
Martin Rätz, Fabian Wüllhorst, Rita Streblow, Dirk Müller
2025 J jnl
Districtgenerator: Generating building-specific load profiles for residential districts.
J. Open Source Softw.
Sarah Henn, Joel David Schölzel, Tobias Beckhölter, Carla Wüller, Rawad Hamze, Dirk Müller
2025 J jnl
Information and Communication Technologies (ICT) for the intelligent operation of building energy systems: design, implementation and evaluation in a living lab.
Energy Inform.
Florian Redder, Philipp Althaus, Eziama Ubachukwu, Maximilian Mork, Sascha Johnen, Christian Küpper, Paul Lieberenz, Marieluise Oden, Lidia Westphal, Thomas Storek, André Xhonneux, Dirk Müller
2025 J jnl
MASSIVE: A scalable framework for agent-based scheduling of micro-grids using market mechanisms.
Energy Inform.
Jakob M. Fritz, Lea Riebesel, André Xhonneux, Dirk Müller
2025 — conf
Semantic-IoT Framework: Knowledge Graph Generation from IoT Platforms.
SEMANTiCS (Posters, Demos, Workshops & Tutorials)
Junsong Du, Yunheng Tian, Max Berktold, Rita Streblow, Dirk Müller
2025 — conf
Towards ICT-Enabled Multi-agent Based Operations in Local Energy Communities: A Proof of Concept.
EIA Nordic (1)
Haoyu Huang, Natascha Fernengel, André Xhonneux, Alexander Holtwerth, Michael Hehemann, Eugen Hoppe, Simon Waczowicz, Kevin Förderer, Veit Hagenmeyer, Dirk Müller
2024 — conf
ALICE2Modelica - Automated Building Model Generation for Building Control and Simulation.
OSMSES
Maximilian Mork, Eziama Ubachukwu, Jakob Benz, Philipp Althaus, André Xhonneux, Dirk Müller
2024 — conf
Building Digital Twins for Thermal Pseudo-Measurements Generation.
I2MTC
Marcel Zimmer, Maximilian Buechel, Florian Redder, Maximilian Mork, Thiemo Pesch, André Xhonneux, Dirk Müller, Andrea Benigni
2024 C conf
Cloud-based controller architecture for the testing of conventional and model predictive room heating controllers in a real-world environment.
CoDIT
Philipp Althaus, Sascha Johnen, André Xhonneux, Dirk Müller
2024 — conf
Development and Application of a FIWARE-based ICT-Platform for Multi-Energy Systems on Building and District Level.
OSMSES
Lidia Westphal, Marcel Schröder, Daniele Carta, André Xhonneux, Andrea Benigni, Dirk Müller
2024 J jnl
FiLiP: A python software development kit (SDK) for accelerating the development of services based on FIWARE IoT platform.
J. Open Source Softw.
Thomas Storek, Junsong Du, Sebastian Blechmann, Rita Streblow, Dirk Müller
2024 J jnl
From use cases to business cases: I-GReta use cases portfolio analysis from innovation management and digital entrepreneurship models perspectives.
Energy Inform.
Elena Malakhatka, Manuel Pitz, Marwa Maghnie, Mohammadreza Mazidi, Radu Plamanescu, Christof Sumereder, Thomas Prüfer, Holger Wallbaum, Dirk Müller, Antonello Monti
2024 J jnl
Generation of Large District Heating System Models Using Open-Source Data and Tools: An Exemplary Workflow.
CoRR
Jan Stock, Till Schmidt, André Xhonneux, Dirk Müller
2024 — conf
Interpretable data-driven model predictive control of building energy systems using SHAP.
L4DC
Patrick Henkel, Tobias Kasperski, Phillip Stoffel, Dirk Müller
2024 — conf
Proof of concept: an ICT system framework for local energy markets based on open-source solutions.
e-Energy
Junsong Du, Rita Streblow, Dirk Müller
2024 — conf
Severe Fault Diagnosis in Digitized District Heating Network Substations: A Machine Learning Regression Approach.
e-Energy
Martin Rätz, Rita Streblow, Dirk Müller
2023 J jnl
A Dynamic Feedforward Control Strategy for Energy-efficient Building System Operation.
CoRR
Xia Chen, Xiaoye Cai, Alexander Kümpel, Dirk Müller, Philipp Geyer
2023 J jnl
FOCUS : A framework for energy system optimization from prosumer to district and city scale.
CoRR
Jingyu Gong, Yi Nie, Jonas van Ouwerkerk, Felix Wege, Mauricio Celi Cortés, Christoph von Oy, Jonas Brucksch, Christian Bußar, Thomas Schreiber, Dirk Uwe Sauer, Dirk Müller, Antonello Monti
2023 J jnl
Method development for lowering supply temperatures in existing buildings using minimal building information and demand measurement data.
CoRR
Jan Stock, Philipp Althaus, Sascha Johnen, André Xhonneux, Dirk Müller
2023 — conf
Open-Source Platform for Integrating High-Reporting rate Information Using FIWARE Technology.
AMPS
Radu Plamanescu, Manuel Pitz, Marwa Maghnie, Catalin Deaconescu, Grigore Stamatescu, Dirk Müller, Antonello Monti, Mihaela M. Albu
2023 — conf
Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems.
BuildSys
Martin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller
2022 J jnl
AixCaliBuHA: Automated calibration of building and HVAC systems.
J. Open Source Softw.
Fabian Wüllhorst, Thomas Storek, Philipp Mehrfeld, Dirk Müller
2022 C conf
An MQTT Gateway for HIL Testing of Energy Systems.
IECON
Diran Liu, Daniele Carta, André Xhonneux, Dirk Müller, Andrea Benigni
2022 — conf
Automated generation of PLC code for implementing mode-based control algorithms in buildings.
MED
Xiaoye Cai, Ruochen Shi, Alexander Kümpel, Dirk Müller
2022 — conf
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems.
MED
Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller
2022 — conf
Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models.
OSMSES
Alexander Holtwerth, André Xhonneux, Dirk Müller
2022 — conf
Distributed model predictive control of a nonlinear building energy system using consensus ADMM.
MED
Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller
2022 J jnl
On the development of control solutions for local energy communities.
Autom.
Andrea Benigni, André Xhonneux, Daniele Carta, Thiemo Pesch, Dirk Müller
2022 J jnl
Open-Source Internet of Things Gateways for Building Automation Applications.
J. Sens. Actuator Networks
Markus Hans Schraven, Kai Droste, Carlo Guarnieri Calo Carducci, Dirk Müller, Antonello Monti
2022 J jnl
Open-Source vapor compression library (VCLib): Heat pump modeling for education and research.
Comput. Appl. Eng. Educ.
Christian Vering, Mirko Engelpracht, Stephan Göbel, Sina Hoseinpoori, Fabian Wüllhorst, Christian Schwenzer, Matti Rademacher, Sven Hinrichs, Friederike Chandra, Philipp Mehrfeld, Dirk Müller
2022 J jnl
Review of automated time series forecasting pipelines.
CoRR
Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, Ralf Mikut
2022 J jnl
Review of automated time series forecasting pipelines.
WIREs Data Mining Knowl. Discov.
Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, Ralf Mikut
2021 C conf
A Hardware-in-the-Loop Co-simulation of Multi-modal Energy System for Control Validation.
IECON
Diran Liu, Dominik Hering, Daniele Carta, André Xhonneux, Dirk Müller, Andrea Benigni
2021 J jnl
A cloud-based service-oriented architecture to unlock smart energy services.
Energy Inform.
Maliheh Haghgoo, Alberto Dognini, Thomas Storek, Radu Plamanescu, Ulrike Rahe, Stefan Gheorghe, Mihaela M. Albu, Antonello Monti, Dirk Müller
2021 J jnl
Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams.
CoRR
Florian Stinner, Martin Wiecek, Marc Baranski, Alexander Kümpel, Dirk Müller
2021 J jnl
COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization.
Comput. Chem. Eng.
Marco Langiu, David Yang Shu, Florian Joseph Baader, Dominik Hering, Uwe Bau, André Xhonneux, Dirk Müller, André Bardow, Alexander Mitsos, Manuel Dahmen
2021 J jnl
EHDO: A free and open-source webtool for designing and optimizing multi-energy systems based on MILP.
Comput. Appl. Eng. Educ.
Marco Wirtz, Peter Remmen, Dirk Müller
2020 J jnl
Model compendium, data, and optimization benchmarks for sector-coupled energy systems.
Comput. Chem. Eng.
Susanne Sass, Timm Faulwasser, Dinah Elena Hollermann, Chrysoula Dimitra Kappatou, Dominique Sauer, Thomas Schütz, David Yang Shu, André Bardow, Lutz Gröll, Veit Hagenmeyer, Dirk Müller, Alexander Mitsos
2020 C conf
On Verification of Designed Energy Systems Using Distributed Co-Simulations.
DS-RT
Anselm Erdmann, Anna Marcellan, Dominik Hering, Michael Suriyah, Carolin Ulbrich, Martin Henke, André Xhonneux, Dirk Müller, Rutger Schlatmann, Veit Hagenmeyer
2020 — conf
Using genetic algorithm for optimizing fuzzy logic controller for mode-based control algorithms of building automation systems.
MED
Xiaoye Cai, Yue Cen, Marc Baranski, Dirk Müller
2019 — conf
"hello, (Modelica) world": Automated documentation of complex simulation models exemplified by expansion valves.
Modelica
Christian Vering, Sven Hinrichs, Moritz Lauster, Dirk Müller
2019 — conf
Automated model generation and simplification for district heating and cooling networks.
Modelica
Michael Mans, Tobias Blacha, Peter Remmen, Dirk Müller
2019 — conf
Characterization of Linear Reduced Order Building Models Using Bode Plots.
Modelica
Moritz Lauster, Dirk Müller
2019 Misc conf
Development of an Agent-Based System for Decentralized Control of District Energy Systems.
MMAR
Jakob M. Fritz, André Xhonneux, Dirk Müller
2019 — conf
Enabling ESP32-based IoT Applications in Building Automation Systems.
MetroInd4.0&IoT
Carlo Guarnieri Calo Carducci, Antonello Monti, Markus Hans Schraven, Markus Schumacher, Dirk Müller
2018 J jnl
Data Center Control Strategy for Participation in Demand Response Programs.
IEEE Trans. Ind. Informatics
Lisette Cupelli, Thomas Schütz, Pooyan Jahangiri, Marcus Fuchs, Antonello Monti, Dirk Müller
2017 — conf
A Platform for the Agent-based Control of HVAC Systems.
Modelica
Roozbeh Sangi, Felix Bünning, Johannes Fütterer, Dirk Müller
2017 — conf
A linear model predictive control for advanced building energy systems.
MED
Roozbeh Sangi, Alexander Kümpel, Johannes Fütterer, Dirk Müller
2017 — conf
A mode-based implementation framework for advanced control methods in building automation systems with Petri-Nets.
AIM
Thomas Peter Schild, Johannes Fütterer, Dirk Müller
2017 — conf
Dymola-JADE Co-Simulation for Agent-Based Control in Office Spaces.
Modelica
Ana Constantin, Artur Löwen, Ferdinanda Ponci, Kristian Huchtemann, Dirk Müller
2016 C conf
Ancillary services from Data Center HVAC systems and back-up generator sets.
IECON
Lisette Cupelli, Pooyan Jahangiri, Antonello Monti, Dirk Müller
2016 — conf
Simulation-based implementation and evaluation of a system of systems optimization algorithm in a building control system.
MED
Roozbeh Sangi, Thomas Peter Schild, Magnus Daum, Johannes Fütterer, Rita Streblow, Dirk Müller, Iakovos T. Michailidis, Elias B. Kosmatopoulos
2015 — conf
System of Systems theory as a new perspective on building control.
MED
Thomas Peter Schild, Johannes Fütterer, Roozbeh Sangi, Rita Streblow, Dirk Müller
2015 — conf
Test of New Control Strategies for Room Temperature Control Systems - Fully Controllable Surroundings for a Heating System with Radiators.
SMARTGREENS
Nina Kopmann, Rita Streblow, Dirk Müller
2014 — conf
Analyzing the impact of home energy systems on the electrical grid.
PSCC
Tim Schlosser, Sebastian Stinner, Antonello Monti, Dirk Müller
2013 C conf
A multifunctional demonstration bench for advanced control research in buildings - Monitoring, control, and interface system.
IECON
Johannes Fütterer, Ana Constantin, Martin Schmidt, Rita Streblow, Dirk Müller, Elias B. Kosmatopoulos
2013 J jnl
Multiphysics Test Bed for Renewable Energy Systems in Smart Homes.
IEEE Trans. Ind. Electron.
Christoph Molitor, Andrea Benigni, Alexander Helmedag, Kan Chen, Davide Calì, Pouyan Jahangiri, Dirk Müller, Antonello Monti
2012 — conf
Challenges in modeling a multi-energy system at city quarter level.
COMPENG
Ivelina Stoyanova, P. Matthes, Hassan Harb, Christoph Molitor, Milahi Marin, Rita Streblow, Antonello Monti, Dirk Müller
2012 — conf
New energy concepts and related information technologies: Dual Demand Side Management.
ISGT
Christoph Molitor, Davide Calì, Rita Streblow, Ferdinanda Ponci, Dirk Müller, Antonello Monti