Systems and methods for real-time, multi-factor prediction of emergency landing success probabilities using machine learning

A system comprising:

• a user interface;
• and
• one or more processors in communication with the user interface, the one or more processors configured to:
• retrieve a vehicle state condition of a vehicle;
• apply the vehicle state condition to a vehicle state machine learning model to generate a vehicle state related emergency landing success probability value indicative of a first probability that the vehicle will perform a successful emergency landing procedure;
• retrieve a communication link condition of the vehicle;
• apply the communication link condition to a communication link machine learning model to generate a communication link related emergency landing success probability value indicative of a second probability that the vehicle will perform the successful emergency landing procedure, wherein the first probability is different than the second probability;
• apply the vehicle state related emergency landing success probability value and the communication link related emergency landing success probability value to an emergency landing machine learning model to generate an emergency landing success probability value indicative of a third probability value that the vehicle will perform the successful emergency landing procedure;
• and
• cause initiation of an emergency landing procedure based on the emergency landing success probability value.

An apparatus comprising:

• one or more processors;
• and
• a memory storing instructions that, when executed by the one or more processors, cause the apparatus to:
• retrieve a vehicle state condition of a vehicle;
• apply the vehicle state condition to a vehicle state machine learning model to generate a vehicle state related emergency landing success probability value indicative of a first probability that the vehicle will perform a successful emergency landing procedure;
• retrieve a communication link condition of the vehicle;
• apply the communication link condition to a communication link machine learning model to generate a communication link related emergency landing success probability value indicative of a second probability that the vehicle will perform the successful emergency landing procedure, wherein the first probability is different than the second probability;
• apply the vehicle state related emergency landing success probability value and the communication link related emergency landing success probability value to an emergency landing machine learning model to generate an emergency landing success probability value indicative of a third probability value that the vehicle will perform the successful emergency landing procedure;
• and
• cause initiation of an emergency landing procedure based on the emergency landing success probability value.