Dirk Müller 
- (2024): Real-life data-driven model predictive control for building energy systems comparing different machine learning models. In: Energy and Buildings, v. 305 (Februar 2024).
- (2023): Real-world implementation and evaluation of a Model Predictive Control framework in an office space. In: Journal of Building Engineering, v. 78 (November 2023).
- (2023): Multi-period design optimization for a 5th generation district heating and cooling network. In: Energy and Buildings, v. 284 (April 2023).
- (2023): MODI: A Structured Development Process of Mode-Based Control Algorithms in the Early Design Stage of Building Energy Systems. In: Buildings, v. 13, n. 2 (14 Februar 2023).
- (2023): Open source platform application for smart building and smart grid controls. In: Automation in Construction, v. 145 (Januar 2023).
- (2022): Nonlinear Hybrid Model Predictive Control for building energy systems. In: Energy and Buildings, v. 270 (September 2022).
- (2022): Influences of usage intensity and weather on optimal building energy system design with multiple storage options. In: Energy and Buildings, v. 270 (September 2022).
- (2022): Influence of gender, age and BMI on human physiological response and thermal sensation for transient indoor environments with displacement ventilation. In: Building and Environment, v. 219 (Juli 2022).
- (2022): Modular hydronic subsystem models for testing and improving control algorithms of air-handling units. In: Journal of Building Engineering, v. 53 (August 2022).
- (2022): IoT Middleware Platforms for Smart Energy Systems: An Empirical Expert Survey. In: Buildings, v. 12, n. 5 (24 April 2022).
- (2022): Nonlinear Distributed Model Predictive Control for multi-zone building energy systems. In: Energy and Buildings, v. 264 (Juni 2022).
- (2021): MILP design optimization of heat pump systems in German residential buildings. In: Energy and Buildings, v. 249 (Oktober 2021).
- (2021): Simulation-based design optimization of heat pump systems considering building variations. In: Energy and Buildings, v. 251 (November 2021).
- (2021): Monitoring data-driven Reinforcement Learning controller training: A comparative study of different training strategies for a real-world energy system. In: Energy and Buildings, v. 239 (Mai 2021).
- (2020): On modelling effects in the battery and thermal storage scheduling problem. In: Journal of Building Performance Simulation, v. 14, n. 1 (Dezember 2020).
- (2017): Modelling diversity in building occupant behaviour: a novel statistical approach. In: Journal of Building Performance Simulation, v. 10, n. 5-6 (Oktober 2017).
- (2015): MIP approach for designing heating systems in residential buildings and neighbourhoods. In: Journal of Building Performance Simulation, v. 9, n. 3 (August 2015).
- (2020): Hierarchical Model Predictive Control for complex building energy systems. In: Bauphysik, v. 42, n. 6 (Dezember 2020).
- (2020): Quantifying Demand Balancing in Bidirectional Low Temperature Networks. In: Energy and Buildings, v. 224 (Oktober 2020).
- (2018): Mode and storage load based control of a complex building system with a geothermal field. In: Energy and Buildings, v. 158 (Januar 2018).
- (2021): Influence of data acquisition on the Bayesian calibration of urban building energy models. In: Energy and Buildings, v. 230 (Januar 2021).
- (2020): Self-learning model predictive control for dynamic activation of structural thermal mass in residential buildings. In: Energy and Buildings, v. 207 (Januar 2020).
- (2018): Selecting statistical indices for calibrating building energy models. In: Building and Environment, v. 144 (Oktober 2018).
- (2017): PIV experimental study of the large-scale dynamic airflow structures in an aircraft cabin: Swing and oscillation. In: Building and Environment, v. 125 (November 2017).
- (2019): Real-life implementation of a linear model predictive control in a building energy system. In: Journal of Building Engineering, v. 22 (März 2019).
- : Partial replacement of the Obernau dam's asphalt concrete facing. In: Wasserwirtschaft, n. 2018.
- (2018): Methoden der Zeitreihenanalyse für die Bewertung von urbanen Gebäudesimulationen. In: Bauphysik, v. 40, n. 6 (Dezember 2018).
- (2017): Modellierung und Optimierung von Mischgebieten. In: Bauphysik, v. 39, n. 1 (Februar 2017).
- (2017): IDFP interdisciplinary factory planning: the RWTH Aachen University model. Vorgetragen bei: Interfaces: Architecture, Engineering, Science, Annual Meeting of the International Association of Shell & Spatial Structures (IASS), Hamburg, 25-27 September 2017.
- (2011): Phasenwechselmaterial im Metallleichtbau zur Optimierung von Energieeffizienz und sommerlicher Raumtemperatur. In: Stahlbau, v. 80, n. 9 (September 2011).
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