ge aviation digital solutions - general electric · ge aviation digital solutions jay witemyre...

powered by #IndustrialInternet

GE Aviation Digital Solutions

Jay Witemyre

Senior Sales Director, GE Aviation

July 6, 2016

powered by

GE Digital Day 2016

powered by #IndustrialInternet #IndustrialInternet

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

powered by #IndustrialInternet 6

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…


7

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


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


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)


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


0.64

0.64

1.27

1.27

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)


Fuel Management … reducing costs - fuel and time

Da

shb

oa

rd

Ch

an

ge

be

ha

vio

rs

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


Navigation Services … reducing track miles flown, increasing airspace optimization

acc

ess

to

air

po

rts

f

ligh

t tr

ack

len

gth

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


Recovery … recovering aircraft, crew and passenger schedule quickly and efficiently

Air

cra

ft r

ou

tin

g

KP

Is c

on

fig

ura

ble

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


Planning … enabling crew planning and optimization

Co

nst

rain

ts &

pre

fere

nc

es

So

luti

on

co

mp

ari

son

Differentiation

• Streamlines pairing process

• Scenario analysis … test multiple solutions

• Deliver as software or service bureau

Customers

Crew utilization

Crew quality of life


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

powered by #IndustrialInternet powered by #IndustrialInternet

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


GE Digital collaboration projects


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

ge aviation digital solutions - general electric · ge aviation digital solutions jay witemyre...

Documents