Challenges in modeling a multi-energy system at city quarter level. - Ivelina Stoyanova; P. Matthes; Hassan Harb; Christoph Molitor; Milahi Marin; Rita Streblow; Antonello Monti; Dirk Müller 005 (COMPENG, 2012)

New energy concepts and related information technologies: Dual Demand Side Management. - Christoph Molitor; Davide Calì; Rita Streblow; Ferdinanda Ponci; Dirk Müller 005; Antonello Monti (ISGT, 2012)

A multifunctional demonstration bench for advanced control research in buildings - Monitoring, control, and interface system. - Johannes Fütterer; Ana Constantin; Martin Schmidt; Rita Streblow; Dirk Müller 005; Elias B. Kosmatopoulos (IECON, 2013)

Multiphysics Test Bed for Renewable Energy Systems in Smart Homes. - Christoph Molitor; Andrea Benigni; Alexander Helmedag; Kan Chen; Davide Calì; Pouyan Jahangiri; Dirk Müller 005; Antonello Monti (IEEE Trans. Ind. Electron., 2013)

Analyzing the impact of home energy systems on the electrical grid. - Tim Schlosser; Sebastian Stinner; Antonello Monti; Dirk Müller 005 (PSCC, 2014)

System of Systems theory as a new perspective on building control. - Thomas Peter Schild; Johannes Fütterer; Roozbeh Sangi; Rita Streblow; Dirk Müller 005 (MED, 2015)

Test of New Control Strategies for Room Temperature Control Systems - Fully Controllable Surroundings for a Heating System with Radiators. - Nina Kopmann; Rita Streblow; Dirk Müller 005 (SMARTGREENS, 2015)

Ancillary services from Data Center HVAC systems and back-up generator sets. - Lisette Cupelli; Pooyan Jahangiri; Antonello Monti; Dirk Müller 005 (IECON, 2016)

Simulation-based implementation and evaluation of a system of systems optimization algorithm in a building control system. - Roozbeh Sangi; Thomas Peter Schild; Magnus Daum; Johannes Fütterer; Rita Streblow; Dirk Müller 005; Iakovos T. Michailidis; Elias B. Kosmatopoulos (MED, 2016)

A mode-based implementation framework for advanced control methods in building automation systems with Petri-Nets. - Thomas Peter Schild; Johannes Fütterer; Dirk Müller 005 (AIM, 2017)

A linear model predictive control for advanced building energy systems. - Roozbeh Sangi; Alexander Kümpel; Johannes Fütterer; Dirk Müller 005 (MED, 2017)

Dymola-JADE Co-Simulation for Agent-Based Control in Office Spaces. - Ana Constantin; Artur Löwen; Ferdinanda Ponci; Kristian Huchtemann; Dirk Müller 005 (Modelica, 2017)

A Platform for the Agent-based Control of HVAC Systems. - Roozbeh Sangi; Felix Bünning; Johannes Fütterer; Dirk Müller 005 (Modelica, 2017)

Data Center Control Strategy for Participation in Demand Response Programs. - Lisette Cupelli; Thomas Schütz; Pooyan Jahangiri; Marcus Fuchs; Antonello Monti; Dirk Müller 005 (IEEE Trans. Ind. Informatics, 2018)

Enabling ESP32-based IoT Applications in Building Automation Systems. - Carlo Guarnieri Calo Carducci; Antonello Monti; Markus Hans Schraven; Markus Schumacher; Dirk Müller 005 (MetroInd4.0&IoT, 2019)

Development of an Agent-Based System for Decentralized Control of District Energy Systems. - Jakob M. Fritz; André Xhonneux; Dirk Müller 005 (MMAR, 2019)

Characterization of Linear Reduced Order Building Models Using Bode Plots. - Moritz Lauster; Dirk Müller 005 (Modelica, 2019)

Automated model generation and simplification for district heating and cooling networks. - Michael Mans; Tobias Blacha; Peter Remmen; Dirk Müller 005 (Modelica, 2019)

"hello, (Modelica) world": Automated documentation of complex simulation models exemplified by expansion valves. - Christian Vering; Sven Hinrichs; Moritz Lauster; Dirk Müller 005 (Modelica, 2019)

On Verification of Designed Energy Systems Using Distributed Co-Simulations. - Anselm Erdmann; Anna Marcellan; Dominik Hering; Michael Suriyah; Carolin Ulbrich; Martin Henke; André Xhonneux; Dirk Müller 005; Rutger Schlatmann; Veit Hagenmeyer (DS-RT, 2020)

Using genetic algorithm for optimizing fuzzy logic controller for mode-based control algorithms of building automation systems. - Xiaoye Cai; Yue Cen; Marc Baranski; Dirk Müller 005 (MED, 2020)

Model compendium, data, and optimization benchmarks for sector-coupled energy systems. - 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 005; Alexander Mitsos (Comput. Chem. Eng., 2020)

A Hardware-in-the-Loop Co-simulation of Multi-modal Energy System for Control Validation. - Diran Liu; Dominik Hering; Daniele Carta; André Xhonneux; Dirk Müller 005; Andrea Benigni (IECON, 2021)

EHDO: A free and open-source webtool for designing and optimizing multi-energy systems based on MILP. - Marco Wirtz; Peter Remmen; Dirk Müller 005 (Comput. Appl. Eng. Educ., 2021)

COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization. - Marco Langiu; David Yang Shu; Florian Joseph Baader; Dominik Hering; Uwe Bau; André Xhonneux; Dirk Müller 005; André Bardow; Alexander Mitsos; Manuel Dahmen (Comput. Chem. Eng., 2021)

Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams. - Florian Stinner; Martin Wiecek; Marc Baranski; Alexander Kümpel; Dirk Müller 005 (CoRR, 2021)

A cloud-based service-oriented architecture to unlock smart energy services. - Maliheh Haghgoo; Alberto Dognini; Thomas Storek; Radu Plamanescu; Ulrike Rahe; Stefan Gheorghe; Mihaela M. Albu; Antonello Monti; Dirk Müller 005 (Energy Inform., 2021)

An MQTT Gateway for HIL Testing of Energy Systems. - Diran Liu; Daniele Carta; André Xhonneux; Dirk Müller 005; Andrea Benigni (IECON, 2022)

Automated generation of PLC code for implementing mode-based control algorithms in buildings. - Xiaoye Cai; Ruochen Shi; Alexander Kümpel; Dirk Müller 005 (MED, 2022)

Distributed model predictive control of a nonlinear building energy system using consensus ADMM. - Steffen Eser; Phillip Stoffel; Alexander Kümpel; Dirk Müller 005 (MED, 2022)

Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems. - Phillip Stoffel; Charlotte Löffler; Steffen Eser; Alexander Kümpel; Dirk Müller 005 (MED, 2022)

Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models. - Alexander Holtwerth; André Xhonneux; Dirk Müller 005 (OSMSES, 2022)

On the development of control solutions for local energy communities. - Andrea Benigni; André Xhonneux; Daniele Carta; Thiemo Pesch; Dirk Müller 005 (Autom., 2022)

Open-Source vapor compression library (VCLib): Heat pump modeling for education and research. - Christian Vering; Mirko Engelpracht; Stephan Göbel; Sina Hoseinpoori; Fabian Wüllhorst; Christian Schwenzer; Matti Rademacher; Sven Hinrichs; Friederike Chandra; Philipp Mehrfeld; Dirk Müller 005 (Comput. Appl. Eng. Educ., 2022)

AixCaliBuHA: Automated calibration of building and HVAC systems. - Fabian Wüllhorst; Thomas Storek; Philipp Mehrfeld; Dirk Müller 005 (J. Open Source Softw., 2022)

Open-Source Internet of Things Gateways for Building Automation Applications. - Markus Hans Schraven; Kai Droste; Carlo Guarnieri Calo Carducci; Dirk Müller 005; Antonello Monti (J. Sens. Actuator Networks, 2022)

Review of automated time series forecasting pipelines. - Stefan Meisenbacher; Marian Turowski; Kaleb Phipps; Martin Rätz; Dirk Müller 005; Veit Hagenmeyer; Ralf Mikut (WIREs Data Mining Knowl. Discov., 2022)

Open-Source Platform for Integrating High-Reporting rate Information Using FIWARE Technology. - Radu Plamanescu; Manuel Pitz; Marwa Maghnie; Catalin Deaconescu; Grigore Stamatescu; Dirk Müller 005; Antonello Monti; Mihaela M. Albu (AMPS, 2023)

Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems. - Martin Rätz; Patrick Henkel; Phillip Stoffel; Rita Streblow; Dirk Müller 005 (BuildSys, 2023)

A Dynamic Feedforward Control Strategy for Energy-efficient Building System Operation. - Xia Chen; Xiaoye Cai; Alexander Kümpel; Dirk Müller 005; Philipp Geyer (CoRR, 2023)

FOCUS : A framework for energy system optimization from prosumer to district and city scale. - 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 005; Antonello Monti (CoRR, 2023)

Method development for lowering supply temperatures in existing buildings using minimal building information and demand measurement data. - Jan Stock; Philipp Althaus; Sascha Johnen; André Xhonneux; Dirk Müller 005 (CoRR, 2023)

Cloud-based controller architecture for the testing of conventional and model predictive room heating controllers in a real-world environment. - Philipp Althaus; Sascha Johnen; André Xhonneux; Dirk Müller 005 (CoDIT, 2024)

Proof of concept: an ICT system framework for local energy markets based on open-source solutions. - Junsong Du; Rita Streblow; Dirk Müller 005 (e-Energy, 2024)

Severe Fault Diagnosis in Digitized District Heating Network Substations: A Machine Learning Regression Approach. - Martin Rätz; Rita Streblow; Dirk Müller 005 (e-Energy, 2024)

Building Digital Twins for Thermal Pseudo-Measurements Generation. - Marcel Zimmer; Maximilian Buechel; Florian Redder; Maximilian Mork; Thiemo Pesch; André Xhonneux; Dirk Müller 005; Andrea Benigni (I2MTC, 2024)

Interpretable data-driven model predictive control of building energy systems using SHAP. - Patrick Henkel; Tobias Kasperski; Phillip Stoffel; Dirk Müller 005 (L4DC, 2024)

ALICE2Modelica - Automated Building Model Generation for Building Control and Simulation. - Maximilian Mork; Eziama Ubachukwu; Jakob Benz; Philipp Althaus; André Xhonneux; Dirk Müller 005 (OSMSES, 2024)

Development and Application of a FIWARE-based ICT-Platform for Multi-Energy Systems on Building and District Level. - Lidia Westphal; Marcel Schröder; Daniele Carta; André Xhonneux; Andrea Benigni; Dirk Müller 005 (OSMSES, 2024)

Generation of Large District Heating System Models Using Open-Source Data and Tools: An Exemplary Workflow. - Jan Stock; Till Schmidt; André Xhonneux; Dirk Müller 005 (CoRR, 2024)

FiLiP: A python software development kit (SDK) for accelerating the development of services based on FIWARE IoT platform. - Thomas Storek; Junsong Du; Sebastian Blechmann; Rita Streblow; Dirk Müller 005 (J. Open Source Softw., 2024)

From use cases to business cases: I-GReta use cases portfolio analysis from innovation management and digital entrepreneurship models perspectives. - Elena Malakhatka; Manuel Pitz; Marwa Maghnie; Mohammadreza Mazidi; Radu Plamanescu; Christof Sumereder; Thomas Prüfer; Holger Wallbaum; Dirk Müller 005; Antonello Monti (Energy Inform., 2024)

A FIWARE based digital twin for high performance computing centers. - Jonathan Kriwet; Christian Wassermann; Rita Streblow; Dirk Müller 005 (e-Energy, 2025)

AixWeather: A Weather Data Generation Tool for Building Energy System Simulations. Pull, Transform, Export. - Martin Rätz; Fabian Wüllhorst; Rita Streblow; Dirk Müller 005 (J. Open Source Softw., 2025)

Districtgenerator: Generating building-specific load profiles for residential districts. - Sarah Henn; Joel David Schölzel; Tobias Beckhölter; Carla Wüller; Rawad Hamze; Dirk Müller 005 (J. Open Source Softw., 2025)

MASSIVE: A scalable framework for agent-based scheduling of micro-grids using market mechanisms. - Jakob M. Fritz; Lea Riebesel; André Xhonneux; Dirk Müller 005 (Energy Inform., 2025)

Information and Communication Technologies (ICT) for the intelligent operation of building energy systems: design, implementation and evaluation in a living lab. - Florian Redder; Philipp Althaus; Eziama Ubachukwu; Maximilian Mork; Sascha Johnen; Christian Küpper; Paul Lieberenz; Marieluise Oden; Lidia Westphal; Thomas Storek; André Xhonneux; Dirk Müller 005 (Energy Inform., 2025)