© 2013 the mitre corporation. all rights reserved. the role of data sharing in improving global...

© 2013 The MITRE Corporation.All Rights Reserved.

The Role of Data Sharing in Improving

Global Safety

Hassan Shahidi - MITRE

Flight Safety FoundationIASS

October 31, 2013


The Time is Right

• SMS rising• Precursors to

accidents / incidents• Risk reduction &

prevention• Data mining / analysis


Framework for Safety Data Sharing

Collaborative and voluntary adoption of solutions and best practices

SafetyData

Sharing

MeasuringSafety

Improvements

SafetySolutions

Causal Factors

Voluntary and non-punitive

Data driven and analytical

Benchmarks and Metrics


Key Aviation Safety Data Elements


Digital Aircraft Data: FOQA and FDM

• Passive acquisition and archiving of aircraft operations

• Hundreds of flight parameters

• Objective measurements

• Recording of exceedances and atypicalities


Voluntary Safety Reports

Air Traffic Controllers

Maintenance Technicians

Pilots

Flight Attendants

Dispatch


Airport Safety Data

• Ramp incidents data

• Runway/taxiway closures and modifications

• Surface conditions• Airport elevation

Data• Obstacle data• Terrain information


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

PilotAir Traffic Controllers Maintenance technicians

• Need for Fatigue Risk Management best practices

• Need to develop metrics and measure FRM

• Need to integrate FRM into Safety Management Systems


Emerging Opportunity:Mining of Air-Ground Voice Data

10

Automatic Speech Processing

Transcriptions, MetadataSemantic Tags, Audio

Fusion with Flight Data

Retrieval

By Flighte.g. UAL328

By Sectore.g. ZID 88

By Clearancee.g. ↓FL240

By Phraseologye.g. Line up and Wait


Putting It All Together!Getting to Causal FactorsRisk of Runway

Excursions

Unstable Approaches

Missed Approaches

Loss of Control

TCAS and TAWS

FDM and FOQA

Voluntary Safety Reports

ANSP Data

Fatigue Data Airports and Ramp Data

Voice Data


Some Emerging Issues


• Data acquisition, archiving & management

• Cloud computing• Data quality assurance• Data mining capabilities• Metrics development • Robust algorithms• Visualization techniques

Improving Data Quality and Analysis Capabilities


• Fostering Voluntary safety reporting

• Data protection and sharing

• Data fusion• Data aggregation• Risk reduction and

mitigation

Effective Governance


World-Wide Harmonization• Cultural norms relating

to safety reporting• Standards & guidance• Taxonomy • Scalability• Reporting & analysis

Capabilities• Outreach and

Education


The Way ForwardHow 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 RatesAccidents per Million Departures

Percent of all Departures

Asia1.9

North America2.8

Latin America& Caribbean

3.8

Europe4.2 Asia

2.7

Africa4.8

Source: ICAO (2013)http://www.icao.int/safety/Documents/ICAO_2013-Safety-Report_FINAL.pdf

30%30%

12%

5%

23%


World’s Top Categories of Accidents

Source: ICAO (2013)http://www.icao.int/safety/Documents/ICAO_2013-Safety-Report_FINAL.pdf

© 2013 the mitre corporation. all rights reserved. the role of data sharing in improving global...

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