Title: National and International Aviation Data Standards
1National and International Aviation Data Standards
International data standards, data architecture,
and their use in FAA data standardization
Near Mid-Air Collision System
Open Forum 2003 on Metadata Registries Day 3, 2
pm Rick Jordan, FAA Information Management
Division within the Office of the CIO With Burton
Parker FAA Data Registry Administrator January
2003
2Outline
- Part I Emerging International Aviation Safety
Data Standards - Part II FAA Data Architecture and Standards
- Part IV Star Data Structure for Aviation Safety
- Time permitting Translation of an Incidents
data into Tables
3Part I Emerging International Aviation Safety
Data Standards
- CAST/ICAO Common Taxonomy Team
- CAST Commercial Aviation Safety Team
- ICAO International Civil Aviation Organization
4Objective of the CAST/ICAO Common Taxonomy Team
- Common terms, definitions, and taxonomies for
aviation accident/incident reporting systems to
enable world-wide coordination and focus on
common safety agendas - Published to a Web site for downloading
- Draft Site www.intlaviationstandards.org
- Focus is on reference table data including an
internationally accepted list of valid values for
- Phase of Flight
- Aircraft identification groupings (make, model,
and series) - Types of Accidents and Incidents (occurrences)
5Background - Basis for the need
- Lack of International Standards for Aviation
Safety Data - Some are available, but no international
agreement on them to support categorization and
aggregation of aviation accidents and incidents - Civil Aviation Authority data standards FAA,
NTSB, Canada, UK CAA, etc. - ICAO aircraft type designator for air traffic
control purposes - ATA Spec 100 and 2200
- Bureau Veritas participation of UK, France and
Italy CAAs offering aviation data - Lays Foundation For
- Worldwide Sharing Of Common Accident/incident
Data - Focused, Data Driven, Coordinated Safety Agenda
- Common Investigation/reporting And Post Accident
Analysis - Shifting From Reactive To Proactive Safety
Assessment - Team meets every 6 months (since 2/99)
6Team Composition
- Organizations participating
- Commercial Aviation Safety Team International
Civil Aviation Organization - National Transportation Safety Board
- Federal Aviation Administration
- National Aeronautics and Space Administration
- USAF Safety Center
- Transport Canada
- Transportation Safety Board -Canada
- Civil Aviation Authority- United Kingdom
- National Aerospace Laboratory- Netherlands
- BEA- France
- Eurocontrol
- Aircraft Accident Investigation Center(Japan)
- Airline Pilots Association
- International Society of Air Safety
Investigators Airbus Industries - Boeing
-
Pratt and Whitney General Aviation Manufacturers
Assn Volpe National Transportation Systems
Center Air Claims, Ltd. Bureau Veritas ....an
d growing additional international outreach
underway
7Recent Activities
- Released Products
- Aircraft Make/Model Series Code Common Taxonomy
- Aviation Occurrence Categories (types of
accidents and incidents) - Phase of Flight Definitions
- Sub- Teams created and working the following
- Engine Make/Model/Series Code Common Taxonomy
- Web site in draft mode www.intlaviationstandards.
org
8Aviation Occurrence Categories (Accidents
Incidents)
Excerpt
9Phases of Flight Excerpt from Oct. 2002
10The Aircraft Identification Problem
- How the same type of aircraft is named in
different systems
11Airbus A300 - Make/Model/Series
Same System Different FormatsDifferent Systems
Different Formats
Airclaims (UK, private)
Near Mid-Air Collision System
Service Difficulty Reporting System
FAA Aircraft Registry
National Transportation Safety Board
As of 6/99 With assistance from McFadden Assoc.
Inc.
12CAST/ICAOs Solution Aircraft Identification
- Provide standard definitions and formats for key
identifying terms - Aircraft make, model, series, etc.
- Business Rules document
- Publish a clean list of valid values from a Web
site and support downloading of that list - Example Aircraft Make
- Definition The name assigned to the aircraft by
the manufacturer when each aircraft was produced.
In most cases aircraft make is the organisation
common name of the aircraft manufacturer. If the
organisation that holds rights to an aircraft
design permits another organisation to build that
aircraft, in most cases the aircraft make would
be the aircraft name assigned by the organisation
that holds rights to an aircraft design. If an
aircraft manufacturer is amateur construction, in
most cases the aircraft make would be the name of
the organisation responsible for design. - Valid Values
- AGUSTA
- BELL
- CESSNA
- HAWKER SIDDELEY
13Example Aircraft Model
- Definition An aircraft model is an aircraft
manufacturers designation for an aircraft
grouping with similar design or style of
structure. - Sample Rules
- The aircraft model is listed in the aircraft type
certificate. - The aircraft model when concatenated with the
aircraft make must be unique in order to identify
that aircraft grouping. - The aircraft model must not contain a space as a
separator between alpha and numeric characters
(for example, use 269A, not 269 A). - The aircraft model may not contain a dash (-),
slash (/), or other special character.
14Use of these Taxonomies in FAA
- Proposed FAA Aircraft identification data
standard is based on it - Entered into our FDR as candidate data standards
- In review for formal approval
- Planning to propose data standards for two kinds
of reference data - Flight_phase_code Phase of Flight
- Use the international list as the set of
permissible values - Occurrence_type_code types of accidents and
incidents - Use the international list as the set of
permissible values
15Part II FAA Data Architecture and Standards
- FAA data architecture
- Priorities for FAA data standardization
- Application of 11179 in data element standard
naming - Relationship of Data Architecture to Data
Standardization
16Subject Areas
- FAA Data Architecture consists of 8 subject area
diagrams - In Entity-Relationship format
- Conceptual data models with partial logical
detail (selected attributes and primary keys) - All entities have definitions.
17FAA Data Architecture Top Level - Conceptual
18Priorities for Data Standardization in the FAA
thus far
- Upcoming NAS modernization programs potential
to provide data standards that can be built into
these new automation systems - Pressing data quality problem areas
- System security
- Reference data greater payoff potential
19Data Architectures Entities and 11179
- FAA Data
- Architecture
- brings the business into our naming practices
Proposed Data Standards
Existing FAA Data Elements
(Can include list of Permissible values)
20Data Standard Example
Data naming convention Object Class_Property_Valu
e Domain
Airport_Type_code
21Part III Star Data Structure for Aviation
Safety
- Useful for Database Design of Data Marts and Data
Warehouses relating to Aviation Hazards - Broadly applicable to all modes of transportation
- A Future Concept
22Safety Event Data
- Definitions
- Safety Event is an unplanned and undesired
aviation accident or incident. It may exist for
an aviation asset or aviation asset type/model - Event Factor (includes hazard) is a state,
condition, or action that occurred during a
Safety Event. It includes all events in a string
making up an unplanned safety event including
corrective, negative, and normal aspects. - Shows the dimensions of a safety event the
who, what, when, where, why how - Some of these dimensions are subject to
standardization efforts for a common taxonomy or
standard reference list of values - Indicates the relationship scope of taxonomy
efforts
23Star Data Structure for Aviation Safety Safety
Event Pattern Applicable to Other Transportation
Modes
Safety Events Factors Data, Reference/Dimension
Data
Reference Data (i.e. dimensions)
Event Factor Category code tables (i.e.
taxonomies)
- Safety Events
- Event Type/Category
- Party/Carrier ID
- Place/Infrastructure
- Vehicle/Aircraft Type
Person/Party Role Type
Safety Event / Accident Category
who
what event
Place / Transportation Infrastructure
where
Classification Scheme
contains
defines
part of
Period
when
- Safety Factors
- Factor Type / Category
- Factor Value
Safety Factor / Precursor Category
Product / Vehicle Type Model
why how
what object
24Star Data Structure for Aviation Safety In
More Detail
June 15, 2001
Aircraft / Other Asset Reference Data
Reference Data (Dimensions Taxonomies)
Aircraft / Asset Type aircraft model (e.g. Boeing
747-200C) engine type/model (e.g. GE XY) other
aircraft equipment / component ATC equipment
type/model
is a
embodied in
Aircraft / Other Asset (events primary subject)
e.g. aircraft instance, ATC asset
Event Category e.g. runway incursion, CFIT,
categorizes
What events happen?
comprises
has
has
involved in
comprises
involved in
of
Operation/Service Type e.g. commercial, GA,
what subject
what object
- Failure Mode
- - severity
- likelihood / rate
- failure effects
what
- Safety Event (accident,
- incident, hypothetical scenario)
- - What happened? (big picture category)
- - When it happened? (service,phase,flight)
- Where it happened? (coordinates,airport)
- Who it happened to? (air carrier/operator)
- What aircraft it happened to? (by tail)
- What aircraft model it happened to?
- What other objects/assets were involved?
Phase of Flight
when
Flight, Flight Event
How a thing breaks?
of
circumstance of
When events happen?
- Preventive Maintenance Requirement / Task
- required task frequency
location of
Airspace Class
where
Airspace Structure Sector, Route, Fix,
What tasks prevent failures?
who
has
Airport / ATC Facility
of
how why
what object
Hazard/Risk Factor Category human factor
category, technical failure by ATA code, external
environment (weather)
Where events happen?
is a
- Event Factor (events tree,
- causal factor, hazard, outcome)
- - what aircraft/asset component failed
- - what material/cargo type was involved
- what Failure Mode, Factor Category it is
- what operation / maintenance task it is
- who was involved (role rather than name)
- how it happened (preceding events)
- why (causal/contributing factor, hazard)
is a
where
Organization / Person and air carrier system
elements (e.g. maintenance personnel)
operator for
What hazards exist?
related to
involved in
concerns
who
Role / Responsibility pilot, crew, mechanic,
manager, traffic controller, inspector,
Safety Rule / Standard FAR, Visual Flight Rules,
involved in
who
What controls/standards exist?
Who was involved?
related to
Database / System
How Why did events happen?
source of
Where did data come from?
25Conclusion
- Working on reference data standardization at the
international level - Using a 11179 compliant method to shape data
standards in the FAA - Using the FAA Data Architecture as an input to
crafting data standards especially for object
class naming - Star Structure for Transportation Accidents and
Incidents reviewed
26Useful References
- Brackett, Michael. Data Sharing Using a Common
Data Architecture, John Wiley Sons Inc., New
York, 1994. - Chisholm, Malcolm, Managing Reference Data in
Enterprise Databases, 2001. - Cook, Melissa A. Building Enterprise Information
Architectures Reengineering Information Systems.
Upper Saddle River, New Jersey Prentice-Hall,
Inc., 1996. - Hay, David C. Data Model Patterns Conventions of
Thought, Doset House Publishing, New York, 1996. - FAA Data Modeling Process, Federal Aviation
Administration, Office of Information Services
and Chief Information Officer, Version 1.0, dated
September 26, 2001. - Federal Enterprise Architecture Framework, Chief
Information Officer (CIO) Council, Version 1.1,
dated September 1999. - A Practical Guide to Federal Enterprise
Architecture, Federal Architecture Working Group
(Federal Chief Information Officer Council),
Version 0.9, 2/2/2001 (Draft) - Purba, Sanjiv (editor). Handbook of Data
Management 1999, CRC Press LLC, Boca Raton, 1999. - Spewak, Steven H. Enterprise Architecture
Planning Developing a Blueprint for Data,
Applications and Technology, John Wiley Sons
Inc., New York, 1992. - Whitemarsh Information Systems Corp., Achieving
Data Standardization, 1997. (www.wiscorp.com ) - Zachman, John. A Framework for Information
Systems Architecture, IBM Systems Journal, Vol.
26, No. 3, 1987.
Rick Jordan, 781-238-7372 Visit our FAA/AIO-300
Web Site - http//www.faa.gov/aio/InfoMgmt/index.h
tm
27Appendix Translation of An Incidents Data into
Tables
28Accident/Incident Hazard Portion of Data Model
Safety Event
Causal Chain of Events
System Safety Concepts of Severity Likelihood
29Application of this Database Design to an
Aviation Incident
NTSB Identification DCA991A019 Scheduled 14
CFR 121 operation of DELTA AIRLINES Incident
occurred DEC-06-98 at NEAR HAMPTON, NY Aircraft
Boeing 767, registration UNK Injuries 0 On
December 6, 1998, about 2200 eastern standard
time, Delta Airlines flight 66, a Boeing 767, and
Caledonian Airways flight 5199 (CKT5199), a
Lockheed L1011, were involved in a near midair
collision approximately 10 miles south of
Hampton, New York at 33,000 feet (FL330) mean sea
level. Both flights were being handled by the
Boston Air Route Traffic Control Center (Boston
Center) According to the FAA, at 2145 the Boston
Center computer display channel (CDC) failed and
the direct access radar channel (DARC) equipment
loss its ability to interface with the National
Airspace System (NAS). Because of this, most of
the aircraft identification, track, and flight
plan data normally displayed on controllers
radar displays, were unavailable. (Transponder
beacon codes and Mode C altitude information
continued to be displayed.) The radar controller
accepted a handoff from New York Center on DAL66
level at FL330. The same radar controller then
accepted a radar handoff on CKT5199 Level at
FL330. The flights were on converging courses.
The flight crew of DAL66 received a traffic alert
and collision avoidance system (TCAS) resolution
alert (RA) to descend, and the Flight crew of
CKT5199 received a TCAS RA to climb. At 0300
UTC, the two airplanes passed each other with 1.5
miles horizontal and 900 feet vertical
separation. The pilot of CKT5199 reported
sighting DAL66 and said he would file a near
midair condition report.
30Event Factors for Near Mid-Air Collision Delta 66
8. CDC Failure
7. Loss of Radar Display
3.Evasive Action (Descend)
9. DARC Capability Loss
6. Incorrect Navigation Directions
4. TCAS Alert
2.Evasive Action (Climb)
5. Loss Of Separation
10. Caledonian 5199 Approach
1. Near Mid-Air Collision
11. Delta 66 Approach
31Translation into Data Tables
Sample Tables