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32nd Annual Airport Conference Hershey, PA – Mar 5 2009. ACRP Report 3. Analysis of Aircraft Overruns and Undershoots for Runway Safety Areas Manuel Ayres, Ph.D. Objective.
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32nd Annual Airport Conference Hershey, PA – Mar 5 2009 ACRP Report 3 Analysis of Aircraft Overruns and Undershoots for Runway Safety Areas Manuel Ayres, Ph.D.
Objective • Present the methodology developed under the Airport Cooperative Research Program (ACRP) to assess risk of aircraft overrun and undershoot outside the Runway Safety Areas (RSA)
Outline • Introduction • Accident Database • Modeling risk • Analysis Process • Example • Conclusions
Risk Assessment • ACRP Report 3 – Analysis of Aircraft Overruns and Undershoots for Runway Safety Areas • Methodology for quantitative assessment of Runway Safety Areas http://onlinepubs.trb.org/onlinepubs/acrp/acrp_rpt_003.pdf
Overruns and Undershoots Overrun (Landing or Takeoff) Runway RSA Undershoot (Landing) Runway RSA
Accident and Incident Database ~ 300 fields/record • Basic Data • Aircraft Data • Airport Data • Consequences • Causal Factors • Flight Data • Obstacles • Terrain • Injuries • Weather • Wreckage Access Database
Database Sources • NTSB Accident Database & Synopses • FAA Accident/Incident Data System (AIDS) • FAA/NASA Aviation Safety Reporting System (ASRS) • Transportation Safety Board of Canada • ICAO Accident/Incident Data Reporting (ADREP) system • Australian Transport Safety Bureau (ATSB) • French Bureau d'Enquêtes et d'Analyses pour la Sécurité de l'Aviation Civile (BEA) • UK Air Accidents Investigation Branch (AAIB) • New Zealand Transport Accident Investigation Commission (TAIC) • Air Accident Investigation Bureau of Singapore • Ireland Air Accident Investigation Unit (AAIU) • Spain Comisión de Investigación de Accidentes e Incidentes de Aviación Civil (CIAIAC)
Example Data – NTSB Dockets (cont’d) …and there is more!
Example Incident Report – prior to 1995 …fields up to 115 characters!
Google Earth St Louis International Airport – RWY 30R
…”THE CAPT APPLIED SOME REVERSE THRUST AND SEEING THAT DEP WAS A POSSIBILITY, TURNED TO THE L IN AN ATTEMPT TO MISS STRUCTURES STRAIGHT AHEAD AND TO KEEP THE ACFT ON RWY 24. I IMMEDIATELY PREPARED TO RUN THE EMER EVAC CHKLIST. I COMMUNICATED WITH ATC THAT THE ACFT WAS OFF THE PREPARED SURFACE”.
Normal Operations Data • Approach • Evaluate number of operations that experience certain factors benignly, singly and in combination. • Generate risk ratios and quantify the importance of risk factors • Source: FAA's Enhanced Traffic Management System Counts (ETMSC) & the National Oceanic and Atmospheric Administration's (NOAA) weather database • Final NOD sample consists of 24,240 flights, from 78 selected airports, from 2000 to 2005
Data Normalization • Small pool of relevant data available • Data from different airports, operation conditions, aircraft performance • Correct distances for • Temperature • Elevation • Terrain & obstacles
Three-Part Risk Model Risk Event probability Location probability Accident consequences Location probability, obstacle location, size and type, aircraft type Operating conditions Operation conditions, terrain High High Medium Medium High Low Low Medium Low Risk Assessment Methodology • Event Probabilty: function of type of operation and weather conditions • Location Probability: function of distance from runway end • Consequences: function of type of obstacle, location, aircraft type
x y Stop Location Probability Distribution RSA ACRP Report 3 • Approach to quantitatively estimate the probability that an aircraft will exit the runway and stop beyond a given distance from the runway end y
Model Factors • Aircraft characteristics • Type • Weight • Weather Conditions • Rain • Crosswind • Visibility • Ceiling, etc. • Terrain conditions in the RSA • RSA geometry • Characteristics of obstacles
A Simple Example 1 Probability of Event (e.g. LDOR) Possible cut-off points P2 P1 0 XW1 XW2 Risk Factor (e.g. x-wind)
Modeling Consequences 100% Stop Location Probability Distribution Obstacle D D+ D is distance to Obstacle
Lateral Location Probability Distribution Psc Obstacle y y1 y2 Modeling Approach
Existing Conditions - Example 630 ft RSA 540 ft
The SRM Process to Evaluate Risk 1 - System: RSA at arrival end of Rwy 34 2 - Hazard: non-standard RSA 3 - Risk • Aircraft undershooting Rwy 34 outside the RSA • Aircraft overrunning Rwy 16 when landing and stopping beyond the RSA bounds • Aircraft overrunning Rwy 16 when aborting takeoff and stopping beyond the RSA 4 - Risk Assessment: ??? 5 -Treat and Monitor Risk: based on step 4 RSA
Analysis • Historical operations (1 year of data) • Weather conditions for each operation • RSA boundaries • Location and dimensions of obstacles • For each aircraft operation and each scenario, estimate • Probability aircraft overruns or undershoots RSA • If an incidents occurs, the probability the aircraft will stop (or, for undershoots, touch down) outside the RSA • Estimate risk
Conclusions • RSAs are essential areas that can significantly improve safety when aircraft incidentally departs or touches down outside the runway paved areas • Using the SRM process of an SMS and the ACRP analysis methodology, it is possible to quantitatively evaluate risk associated to non-standard RSA • The analysis is rational and based on evidence of accidents and incidents, and can help airport operators decide which improvements will be most beneficial to operations safety