SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
IsraelGómezSanz JavierEspinosaAranda
OUTLINEØUTM services.
§ State of the art.§ UTM/ATM Integration.§ Requirements.
Ø “Smart” IT Solutions.§ “Smart” Concept.§ Data Analytics§ Smart Platform.§ Our tools.
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OUTLINE
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
UASoperationsareincreasingsignificantly.
Highvarietyofdronemodelswithanaffordableprice.
Heterogenous range ofoperations andmissions.
VLOS,BVLOS,autonomous…
Very low level,non-segregated airspace.
Integration with conventional AirTraffic.
NewRegulations toprevent incidents.
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UTMSERVICES– State ofthe art.
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
IndustrialInspection
42%AerialPhotography/RealState
22%
Agriculture19%
Insurance15%
Government2%
*FAAAerospace ForecastFiscalyears 2016-2036
MANNEDAIRCRAFT
ATCSERVICES
OPERATIONS
AIRCRAFTDATALINKGROUNDSTATION
REGULATIONS
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UTMSERVICES– UTM/ATMIntegration
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
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UTMSERVICES- Scope
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
REQUIRE
MEN
TSProvide information todifferent users and
devices.
Large quantities ofcomplex,unstructured andrapid changing data.
Dataquality andsafetyoperations
Communication between ATM&UTMSystems.
Specialized analysis tools.
SensorSensor
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“SMART”ITSOLUTIONS- “Smart”Concept
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
1. Methodology andfunctions of:Ø IdentifyingØ SensingØ Gathering
SMARTCONCEPT
2. Inorder to:Ø Actuating andControllingØ Real-timeDiagnoseØ Near Future
3. Supported by innovative ITSolutions:Ø Trend-prediction techniquesØ MachineLearningØ BusinessAnalyticsØ BusinessIngelligence
SWIM
NOTAM
AIP
SOCIAL
Value
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“SMART”ITSOLUTIONS
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
Why BigData?5V’s ofBigData
Transaction Data- BusinessSystems- SACTA,ICAOUnstructure Data- Video,audio,text- Weather informationSensorData- Instrumentaldevices- Citysensor- ADS-BSocialMedia
Velocity
Variety
Veracity
Volume
Managing the reliability andpredictabilityofinherently imprecisedatatypes
Analysis ofstreaming datatoenabledecisions within fractions ofasecond
ExpectationsIn20251million droneflights perday inUSA
W.EdwardsDeming:“Without datayou´re just another person with an opinion”
Ø Datadonotcontaintheanswer§ Understand§ Combine§ Analyze
Ø IntegratewithconventionalsystemsØ CultureofgovernanceØ Highnumberoftrend-technologies
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“SMART”ITSOLUTIONS
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
How tomake datavaluable?
but…
DataScience
What’s the best bigdatasolution?
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“SMART”ITSOLUTIONS
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
INECOSMARTSOLUTIONS
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“SMART”ITSOLUTIONS
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
Applications Server
DataMining (Weka)
Datawarehouse(PostgreSQL)
Datawarehouse(Hive)
Even
tsM
anagem
entE
ngineControlPanel(Pentaho BIPlatform)
OLAP(Mondrian)
ETL(Pentho kettle)
ODS(MongoDB +Hadoop)
INECOSMARTSOLUTIONS
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“SMART”ITSOLUTIONS
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
ODS:operational datastore
ETL:toclean,process andre-organize dataDatawarehouse:tooptimize queries andspeed toanalyze informationDatamining:tofind out patterns using machinelearning,artificialintelligence andstatistics
OpenSource DataBase NoSQL.Document oriented• Adhocsearching• Inexing• Replication• Loadbalancing
OpenSourceframeworkforprocessinglargeamountofdata
• HDFSFileSystem• Map-Reduce
Sturdiness/Scalable Security/Privacy Interoperatibility
Redundancy HTTPS LDAP Check sumAPIKEY
Internet
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“SMART”ITSOLUTIONS
SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES
INECOSMARTSOLUTIONSØ INECOis already using smart technologies inseveral projects
RESEARCHESONUTMSYSTEMS
Thank you for your attention!
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solutions atthe service ofcitizensSmart
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