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T R U C K I N D U S T R Y E N V I R O N M E N TA L
C O N D I T I O N S M O N I T O R I N G , A N A LY T I C S ,
V I S U A L I Z AT I O N
THE TRACKTOR
Problem
• Perishable products trucking – from
25K$
• Animal trucking – from 1000$
• Fragile goods trucking (f. e. art works,
dish) - from 300$ to ∞
Solution
• Monitoring for objective investigation of
accidence
• Prediction of undesirable dangerous
situations
• Collected statistic is used for
calculating risks for specific trucking
company and insurance payment
optimization
TI SensorTag Field Gateway
Event Hub
Stream
Analytics
DB
Machine
Learning
Mobile Services
Mobile App
Power BI
GPSModem
PERFORMANCE ESTIMATION
Telemetry for one truck –
250Kb/hour*truck
optomized
Simultaneous
maintenance of 200K
trucks
Production cost estimation, for 100 trucks (24 hours)
Services:
Without Azure Machine Learning 200$/month
With Azure Machine Learning 3200$/month
Own predictive engine (ASP.NET) 700$/month
Hardware:
Sensors Kit 50$/truck
Kit retail price estimation(assume profitability 100%), per 1 truck
Hardware kit 100$
Subscription with predictive engine 15$/month
Subscription, only monitoring 5$/month
DEVELOPMENT
essential: metrologic superfluity (now time-
superfluity is implemented, structure +
functional will be implemented) GOST R
8.734-2011
need testbed & trucking companies
collaboration (we are unable to establish
contacts with them in just 4 days)
This project will solve the problems of perishable/fragile
trucking goods (or at least will make the problem
easier) for reasonable price
CONCLUSION

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The Tracktor Project

  • 1. T R U C K I N D U S T R Y E N V I R O N M E N TA L C O N D I T I O N S M O N I T O R I N G , A N A LY T I C S , V I S U A L I Z AT I O N THE TRACKTOR
  • 2. Problem • Perishable products trucking – from 25K$ • Animal trucking – from 1000$ • Fragile goods trucking (f. e. art works, dish) - from 300$ to ∞ Solution • Monitoring for objective investigation of accidence • Prediction of undesirable dangerous situations • Collected statistic is used for calculating risks for specific trucking company and insurance payment optimization
  • 3. TI SensorTag Field Gateway Event Hub Stream Analytics DB Machine Learning Mobile Services Mobile App Power BI GPSModem
  • 4. PERFORMANCE ESTIMATION Telemetry for one truck – 250Kb/hour*truck optomized Simultaneous maintenance of 200K trucks
  • 5. Production cost estimation, for 100 trucks (24 hours) Services: Without Azure Machine Learning 200$/month With Azure Machine Learning 3200$/month Own predictive engine (ASP.NET) 700$/month Hardware: Sensors Kit 50$/truck Kit retail price estimation(assume profitability 100%), per 1 truck Hardware kit 100$ Subscription with predictive engine 15$/month Subscription, only monitoring 5$/month
  • 6.
  • 7. DEVELOPMENT essential: metrologic superfluity (now time- superfluity is implemented, structure + functional will be implemented) GOST R 8.734-2011 need testbed & trucking companies collaboration (we are unable to establish contacts with them in just 4 days)
  • 8. This project will solve the problems of perishable/fragile trucking goods (or at least will make the problem easier) for reasonable price CONCLUSION