MITRE/CAASD Overview - Flight Safety Foundation

Transcript MITRE/CAASD Overview - Flight Safety Foundation

The Role of Data Sharing in Improving Global Safety

Hassan Shahidi - MITRE Flight Safety Foundation

IASS

October 31, 2013

The Time is Right

Framework for Safety Data Sharing Voluntary and non-punitive Safety Data Sharing Collaborative and voluntary adoption of solutions and best practices Data driven and analytical Causal Factors Safety Solutions Measuring Safety Improvements Benchmarks and Metrics

Key Aviation Safety Data Elements

Digital Aircraft Data: FOQA and FDM

Voluntary Safety Reports

Airport Safety Data

Air Navigation Service Provider (ANSP) Operational Data

• • • • •

Emerging power of operational data derived from air traffic control systems Airspace and procedure data Radar and Surveillance data Weather and wind data Different domains: En Route, Aerodrome, Tower

Fatigue and Biometric Data in Aviation

• Need for Fatigue Risk Management best practices • Need to develop metrics and measure FRM • Need to integrate FRM into Safety Management

Pilot Air Traffic Controllers

Systems

Maintenance technicians

Emerging Opportunity:

Mining of Air-Ground Voice Data

Automatic Speech Processing Transcriptions, Metadata Semantic Tags, Audio Fusion with Flight Data Retrieval

By Flight

e.g. UAL328

By Sector

e.g. ZID 88

By Clearance

e.g. ↓FL240

By Phraseology

e.g. Line up and Wait

FDM and FOQA Voluntary Safety Reports ANSP Data Fatigue Data Airports and Ramp Data Voice Data

Putting It All Together!

Getting to Causal Factors Risk of Runway Excursions



Unstable Approaches



Missed Approaches



Loss of Control

 

TCAS and TAWS

      

Some Emerging Issues

Improving Data Quality and Analysis Capabilities

• Data acquisition, archiving & management • Cloud computing • Data quality assurance • Data mining capabilities • Metrics development • Robust algorithms • Visualization techniques © 2013 The MITRE Corporation.

• • • • •

Fostering Voluntary safety reporting Data protection and sharing Data fusion Data aggregation Risk reduction and mitigation

World-Wide Harmonization

The Way Forward How do we Get there from here?

• The time is right • Facilitating World-wide community information sharing • Need focus World-wide community efforts in a common direction • Leveraging previous and existing initiatives

Collaboration……Collaboration….Collaboration

World-Wide Accident Rates Accidents per Million Departures Percent of all Departures North America 2.8

30%

Latin America & Caribbean 3.8

12%

Europe 4.2

30%

Asia 2.7

23% 5%

Africa 4.8

Asia 1.9

Source: ICAO (2013)

http://www.icao.int/safety/Documents/ICAO_2013-Safety-Report_FINAL.pdf

World’s Top Categories of Accidents