Data4Safety计划.pdf

1、2MetricsDirected StudiesBlind BenchmarkingVulnerability DiscoveriesDataSTEERING BOARDTECH.BOARDTASK TEAMSOUTPUTS/DELIVERABLESAVIATION EXPERTSBIG DATA PLATFORM*DATA SCIENTISTS*GENERAL ASSEMBLYD4S MEMBERS Provide.ValidatesOutputs for the benefit of the Aviation Community(approved by the Steering Board

2、)DeliverAVIATION COMMUNITYImplementDecide/ValidateOrganise the technical activitiesSafety Initiatives at the disposal of the Aviation CommunityPotential material for EPAS(Mitigations)Decision Making ProcessIntermediate Processing?SAB/MABMBDATA PIPESElects representatives*contracted by EASA3D4S Roadm

3、ap414 Air OperatorsEASA and 26 Members States9 ATM Organizations8 Airports3 Manufacturers(OEM)2 Aviation Professional Representatives OrganizationsD4S DEV-Membership expansion status(Oct 2025)63 D4S Member Organizations(Target OPS phase:100+Members)5Safety Use Case Example-GNSS Radio Frequency Inter

4、ferencesAdvanced computations(incl.AI)performed on the D4S platforms based on multiple data sourcesNew operational safety productsUnprecedented Safety intelligence6Environmental Use Case Example AirWaxStep 1-Reduce data!From 136 million of flights and 32 billion of flight positions down to the opera

5、tions at the top European airportsStep 2-Cluster approaches using ML(AI)Identify all approaches for a given Runway7Environmental Use Case Example AirWaxStep 3-Cluster further approaches for a given Runway8Environmental Use Case Example AirWaxStep 4-Statistical treatment for each cluster of approaches9Environmental Use Case Example AirWaxStep 5-Apply noise models*and deduce noise footprints*STAPES