Add to ORKGIn this paper we present an overview of our research in discovering useful knowledge from data acquired during the operation and maintenance of a fleet of commercial aircraft. In particular, we discuss the application domain and explain some of the constraints that we have encountered in analyzing this data. We present the approach that we have developed to efficiently analyze large amounts of diverse forms of data available in this domain. Preliminary results for one of the problems that we have investigated are given.Further work and challenging issues are proposed at the end.Dans le pr\ue9sent document, nous donnons un aper\ue7u de notre recherche concernant la d\ue9couverte de connaissances utiles dans des donn\ue9es acquises au cours d...
International audienceSnecma, as a turbofan manufacturer, needs to deal with a wide eet of more than...
The Scheduled Maintenance Program is created during the design phase of the aircraft, with no actua...
The increase of available data in almost every domain raises the necessity of employing algorithms f...
In this paper we present an overview of our research in discovering useful knowledge from data acqui...
The operations of aircraft fleets typically result in large volumes of data collected duringthe exec...
The present work is part of an industrial project driven by 2MoRO Solutions company.It aims to devel...
Le travail produit s'inscrit dans un cadre industriel piloté par la société 2MoRO Solutions. La réal...
This paper describes the use of statistics and machine learning techniques to monitor the performanc...
The operation and maintenance of modern sensor-equipped systems such as passenger aircraft generate ...
As every new generation of civil aircraft creates more on-wing data and fleets gradually become more...
Through the successful application of data analysis tools, beginning-to-end analysis of enterprise s...
This paper describes the Integrated Diagnostic System (IDS), an applied AI project concerned with th...
This paper addresses a support information system for the planning of aircraft maintenance teams, as...
The increase in available data from sensors embedded in industrial equipment has led to a recent ris...
Flight control is a key system of modern aircraft. During each flight, pilots use flight control to ...
International audienceSnecma, as a turbofan manufacturer, needs to deal with a wide eet of more than...
The Scheduled Maintenance Program is created during the design phase of the aircraft, with no actua...
The increase of available data in almost every domain raises the necessity of employing algorithms f...
In this paper we present an overview of our research in discovering useful knowledge from data acqui...
The operations of aircraft fleets typically result in large volumes of data collected duringthe exec...
The present work is part of an industrial project driven by 2MoRO Solutions company.It aims to devel...
Le travail produit s'inscrit dans un cadre industriel piloté par la société 2MoRO Solutions. La réal...
This paper describes the use of statistics and machine learning techniques to monitor the performanc...
The operation and maintenance of modern sensor-equipped systems such as passenger aircraft generate ...
As every new generation of civil aircraft creates more on-wing data and fleets gradually become more...
Through the successful application of data analysis tools, beginning-to-end analysis of enterprise s...
This paper describes the Integrated Diagnostic System (IDS), an applied AI project concerned with th...
This paper addresses a support information system for the planning of aircraft maintenance teams, as...
The increase in available data from sensors embedded in industrial equipment has led to a recent ris...
Flight control is a key system of modern aircraft. During each flight, pilots use flight control to ...
International audienceSnecma, as a turbofan manufacturer, needs to deal with a wide eet of more than...
The Scheduled Maintenance Program is created during the design phase of the aircraft, with no actua...
The increase of available data in almost every domain raises the necessity of employing algorithms f...