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.

2

OUTLINE

SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES

UASoperationsareincreasingsignificantly.

Highvarietyofdronemodelswithanaffordableprice.

Heterogenous range ofoperations andmissions.

VLOS,BVLOS,autonomous…

Very low level,non-segregated airspace.

Integration with conventional AirTraffic.

NewRegulations toprevent incidents.

3

UTMSERVICES– State ofthe art.

SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES

IndustrialInspection

42%AerialPhotography/RealState

22%

Agriculture19%

Insurance15%

Government2%

*FAAAerospace ForecastFiscalyears 2016-2036

MANNEDAIRCRAFT

ATCSERVICES

OPERATIONS

AIRCRAFTDATALINKGROUNDSTATION

REGULATIONS

4

UTMSERVICES– UTM/ATMIntegration

SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES

5

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

6

“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

7

“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

8

“SMART”ITSOLUTIONS

SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES

How tomake datavaluable?

but…

DataScience

What’s the best bigdatasolution?

9

“SMART”ITSOLUTIONS

SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES

INECOSMARTSOLUTIONS

10

“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

11

“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

12

“SMART”ITSOLUTIONS

SMARTITSOLUTIONSAPPLIEDTOUTMSERVICES

INECOSMARTSOLUTIONSØ INECOis already using smart technologies inseveral projects

RESEARCHESONUTMSYSTEMS

Thank you for your attention!

13

solutions atthe service ofcitizensSmart