Using ADS-B big data pattern analysis to improve the quality of multivariate 4D trajectory optimization strategies

• Applicant: Professor Dr.-Ing. Hartmut Fricke
• Subject Area: Traffic and Transport Systems, Intelligent and Automated Traffic
• Term: from 2019 to 2024
• Project identifier: Deutsche Forschungsgemeinschaft (DFG) - Project number 410540389

• Final Report Year: 2024

No abstract available

Publications

• Using Open Source Data for Landing Time Prediction with Machine Learning Methods. 8th OpenSky Symposium 2020, 5. MDPI.
  Chen, Gong; Rosenow, Judith; Schultz, Michael & Okhrin, Ostap
  
• Impact of Chinese and European Airspace Constraints on Trajectory Optimization. Aerospace, 8(11), 338.
  Rosenow, Judith; Chen, Gong; Fricke, Hartmut; Sun, Xiaoqian & Wang, Yanjun
  
• Airline schedule recovery at hub airports including dynamic cost indexing and re-routing. In International Conference on Research in Air Transportation (ICRAT 2022), 2022, Tampa, Florida.
  Jan Evler, Judith Rosenow & Hartmut Fricke
  
• Factors Impacting Chinese and European Vertical Fight Efficiency. Aerospace, 9(2), 76.
  Rosenow, Judith; Chen, Gong; Fricke, Hartmut & Wang, Yanjun
  
• Importance of Weather Conditions in a Flight Corridor. Stats, 5(1), 312-338.
  Chen, Gong; Fricke, Hartmut; Okhrin, Ostap & Rosenow, Judith
  
• Long Range Air Traffic Flow Management with Flight-Specific Flight Performance. Future Transportation, 2(2), 310-327.
  Rosenow, Judith; Asadi, Ehsan; Lubig, Daniel; Schultz, Michael & Fricke, Hartmut
  
• Arrival time management in real weather conditions. In SESAR Innovation Days (SID 2023), 2023, Sevilla, Spain.
  Judith Rosenow, Daniel Lubig & Hartmut Fricke
  
• Bayesian inference of aircraft operating speeds for stochastic medium-term trajectory prediction. In 42nd Digital Avionics Systems Conference (DASC 2023), 2023, Barcelona, Spain.
  Thomas Zeh, Judith Rosenow & Hartmut Fricke
  
• Flight delay propagation inference in air transport networks using the multilayer perceptron. Journal of Air Transport Management, 114, 102510.
  Chen, Gong; Fricke, Hartmut; Okhrin, Ostap & Rosenow, Judith