公开(公告)号：US20240411836A1

公开(公告)日：2024-12-12

申请号：US18698408

申请日：2022-10-11

Applicant: LEONARDO S.P.A.

Inventor： Andrea Baldi ,  Ugo Mariani ,  Daniele Mezzanzanica ,  Mara Tanelli ,  Jessica Leoni ,  Francesco Zinnari ,  Eugenia Villa

IPC: G06F17/17 ,  B64D45/00 ,  G06F17/16

Abstract: Method implemented by computer for detecting flight regimes of an aircraft equipped with a monitoring system that acquires samples of quantities relative to the flight including: acquiring an unknown matrix including, for each quantity, a corresponding series of samples; performing smoothing operations of each series of samples, so as to generate a corresponding series of smoothed samples and determining a corresponding approximating function defined by a respective series of coefficients and by a plurality of base functions, the smoothed series of samples forming a smoothed unknown matrix; on the basis of the base functions, applying to the smoothed unknown matrix and to the corresponding sets of coefficients a classifier trained to generate, for each flight regime among a plurality of flight regimes, a corresponding estimate of the probability that the smoothed unknown matrix and the corresponding sets of coefficients belong to a cluster relative to the flight regime; identifying a flight regime in which the aircraft operated, on the basis of the estimates generated by the classifier.

公开(公告)号：US20240228057A1

公开(公告)日：2024-07-11

申请号：US18559698

申请日：2022-04-21

Applicant: LEONARDO S.P.A.

Inventor： Mara Tanelli ,  Jessica Leoni ,  Alberto Bellazzi ,  Francesca Bianchi ,  Luigi Bottasso ,  Andrea Palman

IPC: B64D45/00 ,  B64F5/60 ,  B64C27/12

CPC classification number: B64D45/00 ,  B64F5/60 ,  B64C27/12 ,  B64D2045/0085

Abstract: A computer-implemented method is described for detecting anomalies in a transmission system of an aircraft equipped with a monitoring system, which includes a number of sensors coupled to the transmission system and determines, for each flight of the aircraft a number of respective time intervals and acquires through each sensor, for each of the time intervals, a corresponding primary signal indicative of a corresponding dynamic quantity dependent on the operation of the transmission system during at least part of the time interval. For each sensor, the monitoring system determines, starting from each primary signal acquired through the sensor during a corresponding time interval, a corresponding set of values of at least one corresponding group of synthetic indexes. The method includes detecting anomalies of the transmission system on the basis of the groups of synthetic indexes.