GE Aviation Digital Solutions - General Electric · GE Aviation Digital Solutions Jay Witemyre...
Transcript of GE Aviation Digital Solutions - General Electric · GE Aviation Digital Solutions Jay Witemyre...
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GE Aviation Digital Solutions
Jay Witemyre
Senior Sales Director, GE Aviation
July 6, 2016
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GE Digital Day 2016
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DESIGN
MANUFACTURING
QUALITY
SUPPLY CHAIN
OPERATIONS
ASSET LIFE CYCLE
P R E D I X TM Data
Analytics
Physics
CUSTOMER BENEFIT
Improved Readiness
Planned vs Unplanned Events
Asset/Fleet Management
Improved Operations
GE DIGITAL
1,100 SOFTWARE ENGINEERS
GE AVIATION
6,300 APPLIED ENGINEERS
Creating unprecedented outcomes
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Maintenance Planning Customer Ops
Asset Data
Asset life management
Water
Wash
Define asset model
On-wing Workscope
View configuration
Actual vs. plan behavior
Forecast Materials
Derate
Plan
Operations
Optimize slots
SB Compliance
Forecast Removals
Analytics Based Maintenance
Intelligent Slot Tracker
Engine history: Cycles, configuration, workscope… Part history: No. of repairs, repair availability, USM… Operational: Continuous engine op data (CEOD), derate… Environmental: Dust, salt, high temps, altitude… MRO shop: Airline SV behavior, capability, capacity…
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Forecast Materials
Data
Engine History
Engine Operations
Part Behavior @ SV
MRO Shop
Analytics Output
ESN Level Workscopes (MER)
SV Timing
Part Specific Replace/CR
ESN and Annual Total
Proactive Buys Capability Assessments SB Incorporation
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Aircraft Level Analysis Starts with Data … multiple sources, formats and acquisition
https
Other sources of Data
Full flight data
ARINC 717, ARINC 767
WASABI
Manual or wireless
Weather, Navigation, Operations etc. To Flight Analytics System for further processing
QAR
Other data sources : Weather: METAR, TAF; Navigation: NASR
Secure data transfer utility
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Data flow ….… collection to analytics delivery
Download Processing • Data sync • Aircraft ID • Duplicate
detection • Dicing • De-identification Customer
data
Data collection WASABI
Flight Data Warehouse • Flight phase • Airport/runway • Duplicate
detection • Weather • Nav. / trajectory • Terrain
Data flows into
Flight Analytics
System
Parsing down to
individual flight
records Profile Results
Databases
Analyzer (single flight &
statistical review)
Profile 1
Profile definitions
Profile 2
Profile 3
Profile N
Editor (Modify profile
definition)
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Data decoding and cleansing … turn dirty data into accurate information
Automated data validation
Handles custom frame formats
Advanced duplicate detection
Runtime parameter filtering
Data interpolation
Function(Fuel quantity, Fuel flow) = Corrected fuel quantity
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1.91
2.23
4.14
5.10
high Rate of Descent for this Height
Risk of Going Off Side of Runway during…
Below Desired Glide path on Approach
Risk of Runway Overrun during landing
High Bank Angle for this Height
Excess Ground Speed Taxi In
High Rotation Rate
Excess Ground Speed Taxi Out
Flight Risk Management … ensuring flight safety and fleet productivity
Automated data preparation
… collection, decoding, de-identification, cleansing, integration and processing
Superior analytics & expertise … system architecture, library/profiles, benchmarks
Easy to use analysis tools … single flight to fleet wide statistical analysis and reports, upgrades, support
Events/Reference flights (in hundreds)
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Fuel Management … reducing costs - fuel and time
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Differentiation
• Ability to measure and track savings before and
after – drill down per fleet, phase and flight
• Consulting … domain expertise, change
management, project implementation
• Superior analytics … block cost model
Customers
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Navigation Services … reducing track miles flown, increasing airspace optimization
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Differentiation
• Design and implementation … 10 countries, 50
airports, 140 runways, 380 active procedures
• Expertise from multiple domains … … ATC, perf.,
tech pilots, procedure design, environment.
• Customer-tailored solutions … IATA, ICAO, and
FAA recognition
Customers
~9 nautical miles per arrival
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Recovery … recovering aircraft, crew and passenger schedule quickly and efficiently
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Differentiation
• Simple detect and notification process
• Solutions reviewed by users
• In-sync with airline tracking systems
Customers
delay, cancellation, spare use, swap of aircrafts
re-booking, compensation
deadhead, extend-outs of crew
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Planning … enabling crew planning and optimization
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Differentiation
• Streamlines pairing process
• Scenario analysis … test multiple solutions
• Deliver as software or service bureau
Customers
Crew utilization
Crew quality of life
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Aviation Apps Marketplace
Aviation Digital Framework powered by Predix™
PREDIX™
Asset Performance Management Operations Optimization
…
GE Aviation Store Airline Store
App 3
App 2
App 4+
App 1
Airframe Manufacturer Store
App C
App B
App Z
App A …
Industry Specific Microservices
Aviation Industry Microservices
Airport Operator Store
App Sigma
App Beta
App N
App Alpha
Fuel
EMS
FOQA
TNC
Brilliant Factories
Other
Ecosystem Vendors
… GE Aviation Customers Airport Operator
Customers
Airframe Manufacturer
Customers Airlines Customers Other Customers
L2
L1
L3
L4
Aviation Digital Framework powered by PredixTM
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COMMON AVIATION INDUSTRY MICROSERVICES
FES Services
CROSS INDUSTRY APPLICATION SUITES
PREDIX™ SERVICES
Asset Performance Management Released for Development use at end of ‘15 Operations
Optimization 2016
Brilliant Factories
2016
L2
Analytics Runtime Analytics Catalog Asset User Account &
Auth Time Series
Business Operations
Anomaly Detection
Access Control
Tenant Management
Smart Signal Alarm Template Case
Management Note
Management Asset Tag Fault Tolerance
User Management
L1
L3 Data Access
eFOQA Services
Safety Event Detection
Risk Profiles Safety Library
Analytics Services
Block Cost Model
Alarm Management
Alarm Report Adapter
Configuration Asset
Management
Aviation Workflow Customizations
Key-Value Store Object Store Machine BLOB Store SQL Database Message Broker Monitoring Logging
Engine Analytics
Engine Asset Information
Engine Utilization
AVIATION INDUSTRY APPLICATIONS
Data Services Viz Services
Configuration Management
Flight Risk Management
L4 Tail # Correction
Asset Services
Smart CMR Asset Based Maintenance
Smart Removals myGEAviation Fleet Support
(iCDL) Fuel Efficiency
Services Planning & Recovery
Planning and Recovery Services
Crew Planning Airline Recovery
Workshop
Scrap Identification
Flight Data Viewer
Flight Track Viewer
Flight Profile Viewer
Flight Data Decoding
Ops Data Decoding
Data Ingestion & Fusion
ACARS
Shop Data
CEOD
Fault Detection
Phase of Flight Detection
Fuel Efficiency Index
Cumulative Damage Model
Scenario Management
Workflow Management
Alert Management
Case Management
Fleet Definition
Rules Management
Comments Management
Notification Management
Workscope Optimizer
Scheduling Deterministic Aggregator
Probabilistic Aggregator
Configuration Management
Image Data
Aviation Digital Framework powered by PredixTM
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GE Digital collaboration projects
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WHAT IS IT Working together to solve tough problems and drive better business outcomes.
WHAT DO I GET An app powered by Predix that delivers insights to solve your tough problems.
DISCOVER
Observation Problem Framing Plan the Pilot
DEVELOP
Design Prototypes Iterate & Refine Proof of Concept
LEARN
Value Created Go or No Go Develop Scale/Pivot/Next
HOW WE’LL SOLVE IT We’ll use the Predix platform along with data and analytics to drive new innovation.
HERE’S HOW IT WORKS