Systems, apparatuses, and methods for more effectively providing pilots with optimal suggested route or trajectory changes during flight. This is achieved by at least two primary improvements: (1) expanding the set of available aircraft performance “models” used in the TASAR system's generation of recommended flight trajectory changes to account for the characteristics of a larger set of aircraft; and (2) modifying a baseline model for a type of aircraft to take into account the operating characteristics and condition of an individual aircraft. The baseline model may be generated by collecting data regarding the characteristics of a set of aircraft having a common manufacturer, type (e.g., airframe or class), and specific features. The collected operational and performance data may be used as input data or “features” for a machine learning algorithm to generate a parameter of a performance model.
SYSTEM AND METHODS FOR IMPROVING AIRCRAFT FLIGHT PLANNING
SYSTEM UND VERFAHREN ZUR VERBESSERUNG DER FLUGZEUGFLUGPLANUNG
SYSTÈME ET PROCÉDÉS D'AMÉLIORATION DE LA PLANIFICATION DE VOL D'AÉRONEF
2024-05-22
Patent
Electronic Resource
English
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
SYSTEM AND METHODS FOR IMPROVING AIRCRAFT FLIGHT PLANNING
European Patent Office | 2021
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