АВИАЦИОННЫЙ IT ФОРУМ РОССИИ И...
Transcript of 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 Flight Data to work towards fuel savingsAviation 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
5-6%
IN CLIMB PHASE
AIRPORTSAFETY & EFFICIENCY
FLIGHT DATA
WEATHER DATA
RADAR DATA
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STRATEGIC COMMERCIAL PARTNERSHIPS
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Series A round
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FUEL EFFICIENCY ENVIRONMENT
Flight Planning Taxi Take-Off Climb Cruise Descent Landing
is the only solution focusing on the climb phase.
Dashboards:
Confidential - Do not distribute
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FMS – AIRCRAFT CENTRIC
60 MHz computations 4 Mb static RAM32 Mb program & Navigation Performance Databases
Generic OEM Performance Model Real Time Partial Weather
FMS:
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Generic OEM Performance Model Real Time Partial Weather
OPTI FLIGHT – CONNECTED AIRCRAFT
30 GFlops computations Several Gbs of RAMUnlimited Terabytes of storage
Tail number specific Machine Learning performance models
Accurate 4D Weather Forecast
Real Time Flight Recommendations
FLIGHTOPTIMIZATION
Mainframe Computers:
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TAIL NUMBER SPECIFIC PERFORMANCE MODELS
Historical QAR Data for each aircraft
MACHINE LEARNING PERFORMANCE MODEL
Confidential - Do not distribute
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OPTIMIZATION OF EACH CLIMBReach the same point in ground distance at the same time with a more efficient trajectory
Fuel consumption Climb time
Ground distanceT° and wind gradients every 1000 ft
CLIMB PROFILE OPTIMISATIONFlight Plan
(Tail number, TOW, TOC, cruise Mach, …)
Confidential - Do not distribute
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Confidential - Do not distribute
Fuel flow without OptiClimb
Flight with OptiClimb Flight without OptiClimb
Fuel flow with OptiClimb
Cruise Level
Crossover
FL120
M.76
IAS 300 KTS
IAS 241 KTS
During cockpit preparation SPD REST: 241 / FL120
TGT SPD: 300 / 0.76
Up to 3 OptiClimb speeds vs. 1 ECON Climb speed
ECOFLYING THE AIRCRAFT
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Confidential - Do not distribute
DAY TO DAY IMPLEMENTATION
51
Flight Plan(Tail numbers, Weights,
Temperature, Winds, Cost Index)
2
Optimization(Tail numbers, Weights,
Temperature, Winds, Cost Index)
3 4
Pilot Entryinto FMS / FCU
OptiClimb Climb Profiles
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SAVING ANALYSIS - FLIGHT DETAILS
• Two similar flights (20/06/2015 and 23/06/2015)
LEG LEZL (Seville) - LFPO (Paris Orly)
Time 17h
Weight at FL100 64.700 kg
Weather ISA +4° and 10 kt headwind
ISO distance 251 km
ISO altitude FL380
ISO Mach 0.79
Comparison between 2 flights with and without OptiClimb
Confidential - Do not distribute
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ALTITUDE
Time (s)
Confidential - Do not distribute
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FUEL FLOW
Level off during climb, due to ATC
Time (s)
Fuel
Flo
w (
kg/s
)
Confidential - Do not distribute
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OFP INTEGRATION
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CREW BRIEFING INTEGRATION
Confidential - Do not distribute
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LAUNCH CUSTOMER
« Thanks to OptiClimb, Transavia is nowequipped with the latest technology tothe benefit of its environmental policy.This system does not require anyadditional equipment. It is a quick andeasy way to minimize our ecologicalfootprint. »
Nathalie Stubler,President and CEO, Transavia France
Confidential - Do not distribute
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THE SINGLE MOST EFFICIENT FUEL SAVING INITIATIVE
Reserve Fuel
Reduced Altitude Acceleration
Constant Descent
Idle Reverse
Engine out taxi in
48%
16,7%
15,2%
12,8%
5,6%
1,7%
DOUBLETHE SAVINGS
*Assumption for a medium haul fleet
Confidential - Do not distribute
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OPTICLIMB SAVINGS
Confidential – Do not distribute
$52,920238 tons
CO2 /YEAR
$/ YEAR
Potential annual benefit across a fleet of
20 Boeing 737NGs
- 70kg average savings per climb - 4 flights /aircraft/ day- 75% adherence rate - average fuel cost of 0.70$ per kg
- 4,760 metric tons / Year of reduction in CO2 emissions
- $ 1,058,400 / Year of fuel savings
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OPTI CLIMB SET UPIndividual Performance Models
1
OFP link setup
Pilot briefing
Historical QAR Data
Machine Learning
Performance Model for each aircraft
OCC
Flight Plans
OptiClimb Schedules
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Confidential - Do not distribute
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OPTI CLIMB SET UPIndividual Performance Models
1Historical QAR Data
Machine Learning
Performance Model for each aircraft
MACHINE LEARNING PERFORMANCE MODEL
Last 200 flights of each tail number for the whole fleet
CSV or raw QAR Data with dataframes
Around 20 parameters needed
Can be de-identified if required
Confidential - Do not distribute
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OPTI CLIMB SET UP
OFP link setupOCC
Flight Plans
OptiClimb Schedules
2
Webex call with designated IT specialist from the OCC
Potential integration with OFP or EFB supplier solutions
Automate sending of OFPs to Safety Line
Push back OptiClimb Schedules into EFF or Briefing Package
Confidential - Do not distribute
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OPTI CLIMB SET UP
Pilot briefing3
Webex call with Chief and/or Technical Pilots
Target is to accumulate up to 1000 flights over a 1-2 month period
Identify group of test Captains for the test phase
2 page instructions including a sample OptiClimb Schedule
Review of safety and operational aspects
Confidential - Do not distribute
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4 customers
28 test airlines worldwide
LCC & Legacy airlines
Total fleet of over 1500 aircraft
Aircraft types :
• A320 Family, A310, A330• 717, 737, 787, 777, 747• CRJ• Ejets
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OPTI CLIMB PRESENCE - 11/2018
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