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ORCIDDirk Müller 0005
Person information
- affiliation: RWTH Aachen University, Institute for Energy Efficient Buildings and Indoor Climate, Germany
Other persons with the same name
- Dirk Müller (aka: Dirk Mueller) — disambiguation page
- Dirk Müller 0001 — Philips GmbH Healthcare - Imaging Systems, Hamburg, Germany (and 1 more)
- Dirk Müller 0002 — Hochschule für Technik und Wirtschaft Dresden, Germany (and 1 more)
- Dirk Müller 0003 — University of Bonn, Research Institute for Discrete Mathematics, Bonn, Germany
- Dirk Müller 0004 — Insilico Biotechnology AG, Stuttgart, Germany
- Dirk Müller 0006 — University of Siegen, Germany
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Journal Articles
- 2024
[j13]Elena Malakhatka, Manuel Pitz, Marwa Maghnie, Mohammadreza Mazidi, Radu Plamanescu, Christof Sumereder, Thomas Prüfer, Holger Wallbaum, Dirk Müller, Antonello Monti:
From use cases to business cases: I-GReta use cases portfolio analysis from innovation management and digital entrepreneurship models perspectives. Energy Inform. 7(1): 7 (2024)- [j12]Thomas Storek
, Junsong Du, Sebastian Blechmann, Rita Streblow, Dirk Müller:
FiLiP: A python software development kit (SDK) for accelerating the development of services based on FIWARE IoT platform. J. Open Source Softw. 9(101): 6953 (2024) - 2022
- [j11]Andrea Benigni, André Xhonneux, Daniele Carta, Thiemo Pesch, Dirk Müller:
On the development of control solutions for local energy communities. Autom. 70(12): 1095-1115 (2022) - [j10]Christian Vering, Mirko Engelpracht, Stephan Göbel, Sina Hoseinpoori, Fabian Wüllhorst, Christian Schwenzer, Matti Rademacher, Sven Hinrichs, Friederike Chandra, Philipp Mehrfeld, Dirk Müller:
Open-Source vapor compression library (VCLib): Heat pump modeling for education and research. Comput. Appl. Eng. Educ. 30(5): 1498-1509 (2022) - [j9]Fabian Wüllhorst, Thomas Storek, Philipp Mehrfeld, Dirk Müller:
AixCaliBuHA: Automated calibration of building and HVAC systems. J. Open Source Softw. 7(72): 3861 (2022) - [j8]Markus Hans Schraven, Kai Droste, Carlo Guarnieri Calo Carducci, Dirk Müller, Antonello Monti:
Open-Source Internet of Things Gateways for Building Automation Applications. J. Sens. Actuator Networks 11(4): 74 (2022) - [j7]Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, Ralf Mikut:
Review of automated time series forecasting pipelines. WIREs Data Mining Knowl. Discov. 12(6) (2022) - 2021
- [j6]Marco Wirtz, Peter Remmen, Dirk Müller:
EHDO: A free and open-source webtool for designing and optimizing multi-energy systems based on MILP. Comput. Appl. Eng. Educ. 29(5): 983-993 (2021) - [j5]Marco Langiu, David Yang Shu, Florian Joseph Baader, Dominik Hering, Uwe Bau, André Xhonneux, Dirk Müller, André Bardow, Alexander Mitsos, Manuel Dahmen:
COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization. Comput. Chem. Eng. 152: 107366 (2021) - [j4]Maliheh Haghgoo, Alberto Dognini, Thomas Storek, Radu Plamanescu, Ulrike Rahe, Stefan Gheorghe, Mihaela M. Albu, Antonello Monti, Dirk Müller:
A cloud-based service-oriented architecture to unlock smart energy services. Energy Inform. 4(1) (2021) - 2020
- [j3]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:
Model compendium, data, and optimization benchmarks for sector-coupled energy systems. Comput. Chem. Eng. 135: 106760 (2020) - 2018
- [j2]Lisette Cupelli, Thomas Schütz, Pooyan Jahangiri, Marcus Fuchs, Antonello Monti, Dirk Müller:
Data Center Control Strategy for Participation in Demand Response Programs. IEEE Trans. Ind. Informatics 14(11): 5087-5099 (2018) - 2013
- [j1]Christoph Molitor, Andrea Benigni, Alexander Helmedag, Kan Chen, Davide Calì, Pouyan Jahangiri, Dirk Müller, Antonello Monti:
Multiphysics Test Bed for Renewable Energy Systems in Smart Homes. IEEE Trans. Ind. Electron. 60(3): 1235-1248 (2013)
Conference and Workshop Papers
- 2024
- [c32]Philipp Althaus, Sascha Johnen, André Xhonneux, Dirk Müller:
Cloud-based controller architecture for the testing of conventional and model predictive room heating controllers in a real-world environment. CoDIT 2024: 1792-1797 - [c31]Marcel Zimmer, Maximilian Buechel, Florian Redder, Maximilian Mork, Thiemo Pesch, André Xhonneux, Dirk Müller, Andrea Benigni:
Building Digital Twins for Thermal Pseudo-Measurements Generation. I2MTC 2024: 1-6 - [c30]Patrick Henkel, Tobias Kasperski, Phillip Stoffel, Dirk Müller:
Interpretable data-driven model predictive control of building energy systems using SHAP. L4DC 2024: 222-234 - [c29]Maximilian Mork, Eziama Ubachukwu, Jakob Benz, Philipp Althaus, André Xhonneux, Dirk Müller:
ALICE2Modelica - Automated Building Model Generation for Building Control and Simulation. OSMSES 2024: 1-7 - [c28]Lidia Westphal, Marcel Schröder, Daniele Carta, André Xhonneux, Andrea Benigni, Dirk Müller:
Development and Application of a FIWARE-based ICT-Platform for Multi-Energy Systems on Building and District Level. OSMSES 2024: 1-6 - 2023
- [c27]Radu Plamanescu, Manuel Pitz, Marwa Maghnie, Catalin Deaconescu, Grigore Stamatescu, Dirk Müller, Antonello Monti, Mihaela M. Albu:
Open-Source Platform for Integrating High-Reporting rate Information Using FIWARE Technology. AMPS 2023: 1-6 - [c26]Martin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller:
Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems. BuildSys 2023: 280-281 - 2022
- [c25]Diran Liu, Daniele Carta, André Xhonneux, Dirk Müller, Andrea Benigni:
An MQTT Gateway for HIL Testing of Energy Systems. IECON 2022: 1-6 - [c24]Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller:
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems. MED 2022: 121-126 - [c23]Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller:
Distributed model predictive control of a nonlinear building energy system using consensus ADMM. MED 2022: 902-907 - [c22]Xiaoye Cai, Ruochen Shi, Alexander Kümpel, Dirk Müller:
Automated generation of PLC code for implementing mode-based control algorithms in buildings. MED 2022: 1087-1092 - [c21]Alexander Holtwerth, André Xhonneux, Dirk Müller:
Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models. OSMSES 2022: 1-6 - 2021
- [c20]Diran Liu, Dominik Hering, Daniele Carta, André Xhonneux, Dirk Müller, Andrea Benigni:
A Hardware-in-the-Loop Co-simulation of Multi-modal Energy System for Control Validation. IECON 2021: 1-6 - 2020
- [c19]Anselm Erdmann, Anna Marcellan, Dominik Hering, Michael Suriyah, Carolin Ulbrich, Martin Henke, André Xhonneux, Dirk Müller, Rutger Schlatmann, Veit Hagenmeyer:
On Verification of Designed Energy Systems Using Distributed Co-Simulations. DS-RT 2020: 1-8 - [c18]Xiaoye Cai, Yue Cen, Marc Baranski, Dirk Müller:
Using genetic algorithm for optimizing fuzzy logic controller for mode-based control algorithms of building automation systems. MED 2020: 452-457 - 2019
- [c17]Carlo Guarnieri Calo Carducci, Antonello Monti, Markus Hans Schraven, Markus Schumacher, Dirk Müller:
Enabling ESP32-based IoT Applications in Building Automation Systems. MetroInd4.0&IoT 2019: 306-311 - [c16]Jakob M. Fritz, André Xhonneux, Dirk Müller:
Development of an Agent-Based System for Decentralized Control of District Energy Systems. MMAR 2019: 582-587 - [c15]Moritz Lauster, Dirk Müller:
Characterization of Linear Reduced Order Building Models Using Bode Plots. Modelica 2019: 157:002 - [c14]Michael Mans, Tobias Blacha, Peter Remmen, Dirk Müller:
Automated model generation and simplification for district heating and cooling networks. Modelica 2019: 157:018 - [c13]Christian Vering, Sven Hinrichs, Moritz Lauster, Dirk Müller:
"hello, (Modelica) world": Automated documentation of complex simulation models exemplified by expansion valves. Modelica 2019: 157:073 - 2017
- [c12]Thomas Peter Schild, Johannes Fütterer, Dirk Müller:
A mode-based implementation framework for advanced control methods in building automation systems with Petri-Nets. AIM 2017: 213-218 - [c11]Roozbeh Sangi, Alexander Kümpel, Johannes Fütterer, Dirk Müller:
A linear model predictive control for advanced building energy systems. MED 2017: 496-501 - [c10]Ana Constantin, Artur Löwen, Ferdinanda Ponci, Kristian Huchtemann, Dirk Müller:
Dymola-JADE Co-Simulation for Agent-Based Control in Office Spaces. Modelica 2017: 132:038 - [c9]Roozbeh Sangi, Felix Bünning, Johannes Fütterer, Dirk Müller:
A Platform for the Agent-based Control of HVAC Systems. Modelica 2017: 132:087 - 2016
- [c8]Lisette Cupelli, Pooyan Jahangiri, Antonello Monti, Dirk Müller:
Ancillary services from Data Center HVAC systems and back-up generator sets. IECON 2016: 5579-5584 - [c7]Roozbeh Sangi, Thomas Peter Schild, Magnus Daum, Johannes Fütterer, Rita Streblow, Dirk Müller, Iakovos T. Michailidis, Elias B. Kosmatopoulos:
Simulation-based implementation and evaluation of a system of systems optimization algorithm in a building control system. MED 2016: 1296-1301 - 2015
- [c6]Thomas Peter Schild, Johannes Fütterer, Roozbeh Sangi, Rita Streblow, Dirk Müller:
System of Systems theory as a new perspective on building control. MED 2015: 783-788 - [c5]Nina Kopmann, Rita Streblow, Dirk Müller:
Test of New Control Strategies for Room Temperature Control Systems - Fully Controllable Surroundings for a Heating System with Radiators. SMARTGREENS 2015: 277-282 - 2014
- [c4]Tim Schlosser, Sebastian Stinner, Antonello Monti, Dirk Müller:
Analyzing the impact of home energy systems on the electrical grid. PSCC 2014: 1-7 - 2013
- [c3]Johannes Fütterer, Ana Constantin, Martin Schmidt, Rita Streblow, Dirk Müller, Elias B. Kosmatopoulos:
A multifunctional demonstration bench for advanced control research in buildings - Monitoring, control, and interface system. IECON 2013: 5696-5701 - 2012
- [c2]Ivelina Stoyanova, P. Matthes, Hassan Harb, Christoph Molitor, Milahi Marin, Rita Streblow, Antonello Monti, Dirk Müller:
Challenges in modeling a multi-energy system at city quarter level. COMPENG 2012: 1-5 - [c1]Christoph Molitor, Davide Calì, Rita Streblow, Ferdinanda Ponci, Dirk Müller, Antonello Monti:
New energy concepts and related information technologies: Dual Demand Side Management. ISGT 2012: 1-6
Informal and Other Publications
- 2024
- [i6]Jan Stock, Till Schmidt, André Xhonneux, Dirk Müller:
Generation of Large District Heating System Models Using Open-Source Data and Tools: An Exemplary Workflow. CoRR abs/2412.13950 (2024) - 2023
- [i5]Xia Chen, Xiaoye Cai, Alexander Kümpel, Dirk Müller, Philipp Geyer:
A Dynamic Feedforward Control Strategy for Energy-efficient Building System Operation. CoRR abs/2302.10179 (2023) - [i4]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:
FOCUS : A framework for energy system optimization from prosumer to district and city scale. CoRR abs/2304.07150 (2023) - [i3]Jan Stock, Philipp Althaus, Sascha Johnen, André Xhonneux, Dirk Müller:
Method development for lowering supply temperatures in existing buildings using minimal building information and demand measurement data. CoRR abs/2311.01800 (2023) - 2022
- [i2]Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, Ralf Mikut:
Review of automated time series forecasting pipelines. CoRR abs/2202.01712 (2022) - 2021
- [i1]Florian Stinner, Martin Wiecek, Marc Baranski, Alexander Kümpel, Dirk Müller:
Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams. CoRR abs/2108.13912 (2021)
Coauthor Index
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