АВИАЦИОННЫЙ it ФОРУМ РОССИИ И...
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IV международный форум
28-30 ноября 2018, Москва
Renaissance Moscow Monarh Centre
ОРГАНИЗАТОР
ЦЕНТР СТРАТЕГИЧЕСКИХ РАЗРАБОТОК В ГРАЖДАНСКОЙ АВИАЦИИ (ЦСР ГА)
ПРИ УЧАСТИИ
ФЕДЕРАЛЬНЫХ ОРГАНОВ ВЛАСТИ
ПАРТНЕР ФОРУМА
АВИАЦИОННЫЙ IT ФОРУМ РОССИИ И СНГ - 2018
ГЕНЕРАЛЬНЫЙ СПОНСОР ФОРУМА
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Putting RADAR Data to work towards airside efficiencyAviation IT Forum for Russia & CIS / Moscow 2018François Chazelle – Partner & CCO
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BIG DATA SOLUTIONS FOR SAFETY AND EFFICIENCY OF AVIATION OPERATIONS
FUEL SAVINGS
10%
UP TO
IN CLIMB PHASE
AIRPORTSAFETY & EFFICIENCY
FLIGHT DATA
WEATHER DATA
RADAR DATA
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SAFETY LINE SERIES A FUNDING ROUND
c
c
c$
c
c
c
3 MEUR Series A
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A-SMGCS or ASDE-X FeedSuccession of timestamped
instantenous snapshots of the platform
Secondary Radar
GROUND RADAR DATA
Primary Radar
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A-SMGCS / ASDE-X – A RICH SOURCE OF DATA
ASMGCS feed at Paris-CDG over one day
Range: ≈ 60 km
Sampling Frequency: 2 to 10 Hz
Available Data:
Position (X,Y) Speed (VX, VY) Timestamp (ms) Altitude Callsign Aircraft Type Departure and Arrival Stand
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STEP 1: Decoding and Breakdown into Trajectories
A-SMGCS / ASDE-X – DATA PROCESSING
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STEP 2: Data pre-treatment and enrichment
Additional data:
Acceleration
Type of Trajectory (Take-off / Landing)
Trajectory Phases (pushback, taxi, de-icing…)
...
FiltersAdding of
enriched data
A-SMGCS / ASDE-X – DATA PROCESSING
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AUTOMATED MAPPINGAutomated mapping of taxiways, runways and aprons
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Visualization of trajectories:
AIRSIDE WATCH ANALYTICS
Aircraft surface movement radar data is broken down into trajectories for each aircraft movement, from landing to gate or gate to takeoff.
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AIRSIDE WATCH ANALYTICS
• Multiple zones of passage• On ground / Airborne• Arrival / Departure• Gate or stand, Runway• Airline• Aircraft type• Origin / Destination• Visibility & lighting conditions• Date and/or Time window• ,,,
Search Parameters
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Efficiency Analytics
AIRSIDE WATCH ANALYTICS
• Runway occupancy time• Ruway throughput• De-icing bay throughput• Delays at holding points • Congestion detection • Taxiing time • Most used taxiing routes
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AIRSIDE WATCH ANALYTICS
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CUSTOMIZABLE DASHBOARDS
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ENVIRONMENTAL IMPACT
Environmental Module
Real-time & historical noise & emissions reporting basedon actual trajectories, speeds and accelerations
Emissions & Air Quality:
Noise:
• Daily reporting per aircraft & airline based on actual aircraft trajectories
• Modelling of Air Quality
• Noise modelling
• Benchmarking vs. Actuel measurements
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SAMPLE DASHBOARD – easyJet emissions @Paris-CDG
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RUNWAY CONDITION – TALPA RCC
Current: Manual processing of Weather forecast + sensor data
CFME Vehicle Pilot
*CFME: Continuous Measurement Equipment
MACHINE LEARNING OF WEATHER DATA
AIRPORT SURFACE MOVEMENT RADAR DATA
Automated real-time updates of RCCs for each runway
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RUNWAY CONTAMINATION DATA
Contaminant Type
Contaminant Depth
Air Temperature
SENSORS TALPA Contaminant Type
Contaminant Depth
Air Temperature
Runway Contamination Depth (RCD) /Runway Contamination Type (RCT)
Ice Early Warning Systems
Dew Point
Freezing Point
Ground Temperature
MACHINE LEARNING OF WEATHER DATA
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RUNWAY FRICTION (µ) / PILOT REPORTS Use of CFME vehicles disruptive
PIREP (Pilot Report) Highly Subjective
Use of ground radar dataeach aircraft becomes a sensor
No disruption of runway operations
AIRPORT SURFACE MOVEMENT RADAR DATA
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TALPA RCC DASHBOARD Automated RCC for each third of each runway in real time
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Automated RCC for each third of each runway in real time
More reliable output for improved runway safety
Optimized scheduling of CFME measurements
Optimized scheduling of de-contaminations
TALPA RCC DASHBOARD
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AIRSIDE WATCH DEPLOYMENT
Paris-CDG Airport – AirsideWatch + TALPA RCC
Paris-Orly Airport – AirsideWatch
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AIRSIDE WATCH DEPLOYMENT Inputs for Taxiing time simulations
at Beijing Capital Airport
Demo at Montréal-Trudeau Airport
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AIRSIDE WATCH USE CASES
RADAR Data Breakdown into searchable trajectories
SAFETY EVENTSTALPA RCC
NOISE & EMISSIONS IMPACT
AIRSIDE ANALYTICS