wso2con usa 2017: iot in airline operations
TRANSCRIPT
February 22, 2017
IoT in Airline Operations
About United
§ 339 Destinations in 54 Countries
§ 212 Domestic / 127 International
§ 9 Hubs (Chicago, Denver, Guam, Houston, Los Angeles, Newark, San Francisco, Tokyo, Washington, D.C.)
§ 4,523 Daily Departures
§ 143 Million passengers in 2016
§ Fleet Size: 738 Mainline / 566 United Express
IoT Layers – From sensors to apps
Things – Sensors, Devices etc.
Connectivity – Communications, protocols, networks etc.
Infrastructure – Public cloud, private DC, hybrid etc.
Data Ingestion – Event processing, storage etc.
Data Analysis – Data mining, machine learning etc.
Applications – Reporting, Sensing applications
People & Processes – Improving Customer Experience
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Things Bluetooth Low Energy (BLE) Beacons
§ Low-energy “smart” Bluetooth beacons broadcast information that can be received by nearby smartphones
§ Current beacons identify that a handset is adjacent to a specific beacon Upcoming Bluetooth standards improve on precision
§ Range: 1M-30M, 2-Dimensional***Sub 1 meter precision locations broadcast in the works
Things Geocoded High Resolution Indoor Maps
Application Indoor Navigation with blue-dot experience
Data Ingestion Event Processing and Storage
AWS cloud
Amazon API Gateway
Airports
CEP Processor
Amazon Kinesis
AWSS3 Storage
Amazon API Gateway
DBDashboards
iBeacon
Infrastructure Elastic infrastructure running in cloud
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Infrastructure Elastic infrastructure running in cloud
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Infrastructure Elastic infrastructure running in cloud
Data Analysis TSA Wait Times
Data Analysis TSA Wait Times Cont.
Data Analysis Predicting TSA Wait TimesEvent Processing with Machine Learning Models using Long short-term memory (LSTM) Recurrent Neural Network (RNN)
Application Airplane Turn Management / Task tracking
Application Wheelchair App
Application Future Potential Use cases
§ Context aware guidance/help§ Ground Fleet Management§ Aircraft activity tracking§ Deicing equipment planning and resource management
Thank [email protected]