Fachartikel

A Deep Reinforcement Learning Approach for Airport Departure Metering Under Spatial–Temporal Airside Interactions
^{H Ali , DT Pham , S Alam , M Schultz. IEEE Transactions on Intelligent Transportation Systems, 2022, 1-18.}

Towards a greener Extended-Arrival Manager in air traffic control: A heuristic approach for dynamic speed control using machine-learned delay prediction model
^{Lim Zhi Jun, Sameer Alam, Imen Dhief, Michael Schultz (2022). Journal of Air Transport Management 103, 102250}

Multipath-Assisted Radio Sensing and State Detection for the Connected Aircraft Cabin
^{J Ninnemann, P Schwarzbach, M Schultz, O Michler. Sensors 22 (8), 2859}

Long Range Air Traffic Flow Management with Flight-Specific Flight Performance
^{J Rosenow, E Asadi, D Lubig, M Schultz, H Fricke. Future Transportation 2 (2), 310-327}

Data-driven airport management enabled by operational milestones derived from ADS-B messages
^{M Schultz, J Rosenow, X Olive. Journal of Air Transport Management 99, 102164}

Modeling Aircraft Departure at a Runway Using a Time-Varying Fluid Queue
^{E Itoh, M Mitici, M Schultz. Aerospace 9 (3), 119}

Stochastic Delay Cost Functions to Estimate Delay Propagation Under Uncertainty
^{J Evler, M Schultz, H Fricke, A Cook. IEEE Access 10, 21424-21442}

An Adaptive Framework for Optimization and Prediction of Air Traffic Management (Sub-) Systems with Machine Learning
^{S Reitmann, M Schultz. Aerospace 9 (2), 77}

Integration of turnaround and aircraft recovery to mitigate delay propagation in airline networks
^{J Evler, M Lindner, H Fricke, M Schultz. Computers & Operations Research 138, 105602}

 

Konferenzbeiträge

Towards Automated Apron Operations - Training of Neural Networks for Semantic Segmentation using Synthetic LiDAR Sensors
^{M Schultz, S Reitmann, B Jung, S Alam. Winter Simulation Conference (WSC)}

Synthetic Training of Neural Networks for Semantic Segmentation of LiDAR Point Clouds
^{M Schultz, S Reitmann, B Jung, S Alam. International Workshop on ATM/CNS (IWAC)}

Agent-based modeling to support collaborative decision making in predictable airport ground operations
^{M Luo, H Fricke, M Schultz, B. Desart, S.R. Zapata. SESAR Innovation Days 2022}

Pandemiegerechte Passagierprozesse in der Flugzeugkabine
^{M Schultz, M Soolaki, J Fuchte, O Michler, P Schwarzbach. Deutscher Luft- und Raumfahrtkongress (DLRK)}

Informationstechnisches Potential Integrierter Kommunikationssysteme zur Zustandserkennung im Kontext der vernetzten Flugzeugkabine
^{P Schwarzbach, J Ninnemann, O Michler, M Schultz. Deutscher Luft- und Raumfahrtkongress (DLRK)}

Developing a departure queue model for integrated arrival and departure operations of runways
^{Eri Itoh, Daiki Iwata, Michael Schultz. International Council of the Aeronautical Sciences (ICAS)}

Reduced transmission risks for passenger operations during COVID-19 pandemic
^{Michael Schultz, Majid Soolaki, Oliver Michler, Eri Itoh. International Council of the Aeronautical Sciences (ICAS)}

Estimating Aircraft Departure Queue at a Runway Applying the Time-Varying Fluid Queue Model
^{D Iwata, E Itoh, M Schultz. ATRS World Conference}

Data-driven fusion of turnaround sub-processes to predict aircraft ground time
^{M Luo, M Schultz, H Fricke, B Desart. ATRS World Conference}

Integrated Airside Landside Framework To Assess Passenger Missed Connections with Airport Departure Metering
^{H Ali, DT Pham, S Alam, M Schultz. International Conference on Research in Air Transportation (ICRAT)}

How to benchmark Air Navigation Service Providers?
^{T Standfuß, G Hirte, M Schultz. International Transportation Economics Association (ITEA) Conference}

 

Eingeladene Vorträge, Präsentationen

Passenger Cabin Operations
^{M Schultz. SIA-NUS Digital Aviation Corporate Laboratory, National University of  Singapore}

Dynamic airspace sectorization and mobile sectors
^{M Schultz. Guest Lecture ATMRI, Nanyang Technological University, Singapore}

Passenger management considering COVID constraints
^{M Schultz. International Workshop on The Latest Research Trends in Air Traffic Management and Surveillance Technology Supporting Airport Operations}