Intelligent cabin management system for automated check of basic safety norms and in-flight safety procedures
The present disclosure provides embodiments of intelligent cabin management systems and methods. In embodiments, a system includes video cameras for capturing live video streams, an enhancement module for enhancing the live video stream, at least one analytics module for analyzing the enhanced video stream to generate analytics data, and a reporting system for reporting the generated data to at least one of avionics system, crew system and maintenance crew system. The at least one analytics module includes models trained to identify features and reconcile the same against known parameters to determine at least one of compliance and damage. In use, the system alerts crews to issues requiring correction or attention to ensure efficient cabin management.
1. An intelligent aircraft cabin management system, comprising:
a plurality of video cameras each configured to capture video images of a predetermined portion of an observable area of a passenger cabin and output a live video stream;
an enhancement module comprising processing circuitry configured to receive the live video streams, perform an enhancement operation on the live video streams, and output enhanced video streams;
at least one analytics module comprising processing circuitry configured to receive the enhanced video streams, analyze the enhanced video streams to generate analytics data regarding at least one condition in the observable area and classify the generated analytics data; and
a reporting module comprising processing circuitry configured to generate at least one of a status, an alert, and a report based on the classified generated analytics data and output the generated at least one status, alert, and report to at least one of an avionics system of the aircraft, a flight crew system of the aircraft, and a maintenance crew system,
wherein the at least one analytics module includes a flight safety procedures analytics module and a damage analytics module, wherein the flight safety procedures analytics module is trained to identify instances of compliant and non-compliant conditions of at least one object in the observable area according to a predetermined flight phase, and wherein the damage analytics module is trained to identify instances of damage to at least one object in the observable area.
2. The system according to claim 1 , wherein the avionics system is communicatively coupled to the at least one analytics module and comprises processing circuitry configured to output at least one of a current flight phase, flight parameters, and commands to the analytics module for consideration when analyzing the enhanced video streams.
3. The system according to claim 2 , wherein the at least one analytics module includes in memory trained and validated analytics models directed to flight safety procedures and damage analytics and analyzes the enhanced video streams according to the trained models to generate the analytics data.
4. The system according to claim 3 , wherein the at least one analytics module is configured to analyze the enhanced video stream to determine, according to the current flight phase, a position of the at least one object in the observable area, wherein the at least one object is at least one of a seat, a tray table, a seat belt, a window shade, and an overhead bin door, and the position is a taxi, takeoff, and landing-compliant position for the at least one object.
5. The system according to claim 3 , wherein the reporting module is configured to generate the alert when the position of the at least one object is non-compliant according to the at least one analytics model directed to flight safety procedures and output the generated alert to the flight crew system of the aircraft as at least one of a visual and an audible alert.
6. The system according to claim 5 , wherein the reporting module is further configured to calculate a severity of the at least one of the visual and the audible alert.
7. The system according to claim 3 , further comprising in-flight entertainment devices located in the observable area, wherein the processing circuitry of the reporting module is further configured to output the generated alert to the in-flight entertainment device of the passenger seat associated with the generated alert.
8. A computer-implemented method for intelligent aircraft cabin management, comprising:
capturing live video streams of an observable area in a cabin using a plurality of video cameras each assigned to a different portion of the observable area;
concentrating and enhancing the captured live video streams, using a concentrator and enhancer module, to produce an enhanced live video stream;
analyzing the enhanced live video stream, using at least one analytics module, to generate analytics data regarding at least one object in the observable area;
classifying, using the analytics module, the generated analytics data;
generating, using a reporting module, at least one of a status, an alert, and a report associated with the generated analytics data; and
outputting, using the reporting module, the generated at least one status, alert, and report to at least one of an avionics system of the aircraft, a flight crew system of the aircraft, and a maintenance crew system of the aircraft or remote from the aircraft,
wherein the analytics data regarding the at least one object in the observable area includes at least two of a position of the at least one object in the observable area, a working condition of the least one object in the observable area, and a damage condition of the at least one object in the observable area.
9. The method according to claim 8 , wherein the avionics system is communicatively coupled to the at least one analytics module and outputs at least one of a current flight phase, flight parameters, and commands to the at least one analytics module for analytics model selection and consideration when analyzing the enhanced video streams.
10. The method according to claim 9 , wherein the analytics module is configured to analyze the enhanced video stream to determine, according to the current flight phase, the position of the at least one object in the observable area, wherein the at least one object is at least one of a seat, a tray table, a seat belt, a window shade, and an overhead bin door, and the position is a taxi, takeoff, and landing-compliant position for the at least one object.
11. The method according to claim 9 , wherein the method further comprises, using the reporting module, generating the alert when the position of the at least one object is non-compliant according to the analytics model directed to flight safety procedures and output the generated alert to the flight crew system of the aircraft as at least one of a visual and an audible alert.
12. The method according to claim 11 , wherein the reporting module is further configured to calculate a severity of the at least one of the visual and the audible alert.
13. The method according to claim 8 , wherein the at least one analytics module includes in memory trained and validated analytics models directed to flight safety procedures and damage analytics and analyzes the enhanced video streams according to the trained models to generate the analytics data.