Dirk Müller

Orcid: 0000-0002-6106-6607

Affiliations:
  • RWTH Aachen University, Institute for Energy Efficient Buildings and Indoor Climate, Germany


According to our database1, Dirk Müller authored at least 43 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
From use cases to business cases: I-GReta use cases portfolio analysis from innovation management and digital entrepreneurship models perspectives.
Energy Inform., December, 2024

2023
Method development for lowering supply temperatures in existing buildings using minimal building information and demand measurement data.
CoRR, 2023

FOCUS : A framework for energy system optimization from prosumer to district and city scale.
CoRR, 2023

A Dynamic Feedforward Control Strategy for Energy-efficient Building System Operation.
CoRR, 2023

Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Open-Source Platform for Integrating High-Reporting rate Information Using FIWARE Technology.
Proceedings of the 13th IEEE International Workshop on Applied Measurements for Power Systems, 2023

2022
Review of automated time series forecasting pipelines.
WIREs Data Mining Knowl. Discov., 2022

Open-Source Internet of Things Gateways for Building Automation Applications.
J. Sens. Actuator Networks, 2022

AixCaliBuHA: Automated calibration of building and HVAC systems.
J. Open Source Softw., 2022

Open-Source vapor compression library (VCLib): Heat pump modeling for education and research.
Comput. Appl. Eng. Educ., 2022

On the development of control solutions for local energy communities.
Autom., 2022

Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models.
Proceedings of the Open Source Modelling and Simulation of Energy Systems, 2022

Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems.
Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Distributed model predictive control of a nonlinear building energy system using consensus ADMM.
Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Automated generation of PLC code for implementing mode-based control algorithms in buildings.
Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

An MQTT Gateway for HIL Testing of Energy Systems.
Proceedings of the IECON 2022, 2022

2021
A cloud-based service-oriented architecture to unlock smart energy services.
Energy Inform., 2021

Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams.
CoRR, 2021

COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization.
Comput. Chem. Eng., 2021

EHDO: A free and open-source webtool for designing and optimizing multi-energy systems based on MILP.
Comput. Appl. Eng. Educ., 2021

A Hardware-in-the-Loop Co-simulation of Multi-modal Energy System for Control Validation.
Proceedings of the IECON 2021, 2021

2020
Model compendium, data, and optimization benchmarks for sector-coupled energy systems.
Comput. Chem. Eng., 2020

Using genetic algorithm for optimizing fuzzy logic controller for mode-based control algorithms of building automation systems.
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020

On Verification of Designed Energy Systems Using Distributed Co-Simulations.
Proceedings of the 24th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2020

2019
"hello, (Modelica) world": Automated documentation of complex simulation models exemplified by expansion valves.
Proceedings of the 13th International Modelica Conference, Regensburg, Germany, 2019

Automated model generation and simplification for district heating and cooling networks.
Proceedings of the 13th International Modelica Conference, Regensburg, Germany, 2019

Characterization of Linear Reduced Order Building Models Using Bode Plots.
Proceedings of the 13th International Modelica Conference, Regensburg, Germany, 2019

Development of an Agent-Based System for Decentralized Control of District Energy Systems.
Proceedings of the 24th International Conference on Methods and Models in Automation and Robotics, 2019

Enabling ESP32-based IoT Applications in Building Automation Systems.
Proceedings of the 2nd Workshop on Metrology for Industry 4.0 and IoT MetroInd4.0&IoT 2019, 2019

2018
Data Center Control Strategy for Participation in Demand Response Programs.
IEEE Trans. Ind. Informatics, 2018

2017
A Platform for the Agent-based Control of HVAC Systems.
Proceedings of the 12th International Modelica Conference, Prague, Czech Republic, 2017

Dymola-JADE Co-Simulation for Agent-Based Control in Office Spaces.
Proceedings of the 12th International Modelica Conference, Prague, Czech Republic, 2017

A linear model predictive control for advanced building energy systems.
Proceedings of the 25th Mediterranean Conference on Control and Automation, 2017

A mode-based implementation framework for advanced control methods in building automation systems with Petri-Nets.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2017

2016
Simulation-based implementation and evaluation of a system of systems optimization algorithm in a building control system.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Ancillary services from Data Center HVAC systems and back-up generator sets.
Proceedings of the IECON 2016, 2016

2015
Test of New Control Strategies for Room Temperature Control Systems - Fully Controllable Surroundings for a Heating System with Radiators.
Proceedings of the SMARTGREENS 2015, 2015

System of Systems theory as a new perspective on building control.
Proceedings of the 23rd Mediterranean Conference on Control and Automation, 2015

2014
Analyzing the impact of home energy systems on the electrical grid.
Proceedings of the 2014 Power Systems Computation Conference, 2014

2013
Multiphysics Test Bed for Renewable Energy Systems in Smart Homes.
IEEE Trans. Ind. Electron., 2013

A multifunctional demonstration bench for advanced control research in buildings - Monitoring, control, and interface system.
Proceedings of the IECON 2013, 2013

2012
New energy concepts and related information technologies: Dual Demand Side Management.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012

Challenges in modeling a multi-energy system at city quarter level.
Proceedings of the Complexity in Engineering, 2012


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