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EngineeringManufacturing& AssemblyA highly skilled teamprofessionals pairedwith our world-classtest lab and advancedtooling processManufactures, finishes, andassembles components andsub-assemblies from nearlyevery material used in theindustrySystemsDesigns, develops andsupports proprietarycomponents, sub-systemsand systemsSupportTailors solutions to best fitany operator or platform byproviding rotables andalternate repair solutions tohelp mitigate cost risks 1Terry Lim – Regional Director, Business Development AsiaTriumph Group Inc. – Triumph Product Support group

MRO Aviation MeetingsJANUARY 29-31, 2019Okinawa Convention CenterOKINAWA, JAPANUnderstanding Big Dataand itsImpact on the MRO Industry

Big Data –? Disruption?questions posed to several Airline/Aviation/Aerospace ProfessionalsDocuments& Recordskeeping.‘Its Part of thebusiness process& intelligencegathering ’‘ Is it adatabase?’‘’similar to Amossystem (A/C Maint& Engrg System).’’‘some kind of datatechnology.’‘Emm Neverheardbefore.’Collection of data’sset for analysis oftrends to enhancebusiness

Are we ready for Disruption?Source/credit: Minority report ttps://www.google.com/search?q minority report&tbm

Market/Industry DisruptionHigh Valuation companies!!!

The four V’s of Big Data 6Bil people have Mobilephones (7bil world population) Most companies in USA has atleast 100 TERABYTES Est. 2.5 QUINTILLION BYTEScreated each day (2.3 TrillionGIGABYTES) B787 create half a TERABYTESof data on ave. per flightVolume(Scale of Data) Modern cars have close to100 sensors that monitoritems such as Fuel level &Tires Pressure Airplanes have sensors thatcollects data on Altitude,Speed, Stability, Enginesperformance during flights(to improve aircraftperformance and Safetystandards)Variety(Different formsof Data)VelocityVeracity(Analysis ofstreaming data)(Uncertainly ofData)Source: McKinsey Gobal Inst., Cisco, Gartner, EMC, IBM, Carnegie Mellon, Computerworld UK/Virgin Atlantic Structured or Unstructured Tweeters; est.400 mil tweetsare send per day by 200milactive monthly users Youtubes video; 400Bil hrsof video are watch onyoutube each months &facebook contents 30Bilshared Fleet of several thousandsB737/767/777/787 generateExabytes & ZettaBytes Accuracy of data in makingbusiness decision (fakenews? Up to 27% respondent inone survey was unsurehow much of their datawas inaccurate Inaccurate or inefficientcollection of data cancause aircraft downtime(AOG)

Big Data – making it simpleRef: copyright used with permission from ‘The Knowledge Sphera’ & Frankel I-Capital Holding

Big Data – making it simpleRef: copyright used with permission from ‘The Knowledge Sphera’ & Frankel I-Capital Holding

Application for Big DataSmarter HealthcareHomeland SecurityMulti-channel sales & RetailFinance & BankingTelecom & CommunicationsAerospace/Aviation & MROSocial Media & MarketingTrading AnalyticsFraud & Risk

Why Big data is transforming theAviation/MRO Industry“Airbus’s latest model, the A350, cantransmit around 400,000 parameters perflight – some 60% more than the A380 ”“The older generation A320-family jetsprovide 400 parameters per flight. Accordingto a 2016 Oliver Wyman MRO Survey, theglobal fleet of commercial aircraft couldgenerate a massive 98 million terabytes ofdata per year by d operators,MRO able toeffectively andefficiently handlesthese data’s anddrives businessvalue?Aircraft Global demand are up, fleet expansion, number of Hubs increasing.“The pressure is on for aircraft and engine makers to add more sensors toenhance the real-time picture of what’s happening with planes in flight .”Ref/credit: /a-decade-of-mega-disruption.html

Data’s and more Data’sSensors: collection of data’s ie. Speed, Altitude, Position/GPS,pressure, Engines & components performance etc.Performance: To improve performance of aircrafts, reliability(downtime), raise safety standardsCommercial fleet growth of several thousandsB737/767/747/777/787 could generates Exabytes Zettabyte of data

Predictive Analysis LandscapeOEM & MROBusiness Digital taAnalytics20162017Prognos- GoDirectservices- Avasio2018SIAEC and Safran topartner on data analyticsfor aviation industrySkywisePalantirUTC Acquires PredictiveAnalytics ProviderAnalyticsDivisionPrediktoAnalytxR2 Data LabsST Aerospace leveragesBig data analytics predictive maintenanceand inventory processes

Impact to Airlines OperationsOPPORTUNITIES?Airline Operation Data & Analytics- Can reduce aircraft downtime, more aircraft availabilityfor passenger service higher revenue- capture airline arrival/Dep, weather conditions,optimize fleet Mgt planning/utilization & crewassignments cost savingsPassenger Services & Analytics– flying patterns, destinations, spending,bookings/cancellation improved customersatisfaction, loyalty & increase revenue

Impact to MRO IndustryOEM & MRO OpportunitiesDesign - Collection of Data & Analytics by OEM(Boeing, Airbus etc.)- Adjust to aircraft design, Engine performance (moreFuel efficient, reduce emission & noise) and predictmaintenance activitiesPredictive MRO & Aftermarket- Components/Part MRO: Predictive maintenance oncomponents/parts to be replace ahead of time(prevent unscheduled) reduce AOG/ground time- Spares: Airlines usage patterns via MRO predictiveanalysis Efficient supply chain

Impact to MRO IndustryOEM & MRO Opportunities:Predictive MRO & Aftermarket - Airframe & Engine MRO: aircraft maintenanceschedule/checks forecast increase productivity &efficiency- Data’s & Digitalization would shape the MRO market reduce in-shop & hangar time (pressure on laborand costs)

Impact to MRO IndustryOEM & MRO Opportunities:Aftermarket - OEMs are entering into this segment/market(aftermarket packages with data’s analytics) tocompete with MROs e.g. PBHr, Pooling/Asset strategy- OEMs entering into the airline MRO sector as biggestdisruptor with digitization Technology (ie. IPs)Questions:Will predictive maintenance pushAirlines to OEM aftermarket packages?

Impact to MRO IndustrySmart MRO Hangar of the Future:Ref: olution

MRO IndustryOEM & MRO Opportunities:Smart MRO Hanger of the Future: THAI & Airbus Gears Up for ‘Smart’ Plane Hangar at,U-Tapao airport into an expensive smart hangar with the most stateof-the-art technology in Southeast Asia AAR & Indamar Aviation developing Airframe MRO facility in Nagpur,India ST Aerospace - adopting advanced technology such as robotics,Augmented Reality/AR, aerial inspection and data connectivity toenhance workplace safety, automated Toolcrips, yield productivity Are countries investing in Digital MROsystem?E.g. Singapore holds est.10% of the global MRO market as it invested heavily in digitalMRO systemRef: plane-hangar-2201607110959/

MRO IndustrySmart MRO Hanger of the Future: MRO Japanhttp://www.mrojpn.co.jp/

Future Driven by Big Data!EasyJet Airlines CEO: quote ‘”ultimately data is a key enablerfor us. It is the game changer, capturing and using this data toreduce cost, increase efficiencies, drive revenues and improveexperience.”Scoot partner with Qualtrics,predictive intelligence machine & AIHNA Group subsidiary Hainan Airlines will become the first airline to useHoneywell's GoDirect Maintenance Service program, which Honeywell hasdesigned to use connectivity and data analytics to improve maintenance operationsand reduce equipment downtimeKLM-AirFrance PROGNOS - PredictiveAircraft Maintenance

Aviation Digital TransformationAnalytics Shaping the future AirlineAircraftSafetyBig DataAnalytics &Digitalizationwill shape MROmarket of thefuture .From Predictiveto Diagnosis &PrescriptiveSmartWorkforceof the futurePredictiveFlight delaysSmartMaintenance- PredictiveMaintenance- MROEfficiencyCustomerServices,profile- PassengersatisfactionFleet, Fuel &CrewplanningEfficiency“ArtificialIntelligence, machinelearning”

THANK YOU!

alternate repair solutions to help mitigate cost risks Engineering Systems Support Designs, develops and supports proprietary components, sub-systems and systems Manufacturing & Assembly Terry Lim - Regional Director, Business Development Asia Triumph Group Inc. - Triumph Product Support group