Predict, Prescribe, Perform: integrating traditional and new data ... - ICAR
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Jun 24, 2017 - BETTER COWS | BETTER LIFE. WE LIVE IN THE AGE OF REAL TIME, BUT STILL. HAVE A COMPUTING 3 TIMES A YEAR RHYTM ...
Predict, Prescribe, Perform: integrating traditional and new data sources to enable Smart Herd Management S. van der Beek, H.M. Knijn, D. Zouari Speaker: Sijne van der Beek
BETTER COWS | BETTER LIFE
PREDICT – PRESCRIBE – PERFORM
Integrating traditional and new data sources to enable Smart Herd Management Sijne van der Beek, Hiemke Knijn, Dean Zouari – ICAR 2017 – June 15
WE FACE SEVERAL CHALLENGES
BETTER COWS | BETTER LIFE
DATA FORTRESS
WE LIVE IN THE AGE OF PERSONALIZATION
BETTER COWS | BETTER LIFE
WE LIVE IN THE AGE OF PERSONALIZATION
BETTER COWS | BETTER LIFE
BETTER COWS | BETTER LIFE
WE LIVE IN THE AGE OF REAL TIME, BUT STILL HAVE A COMPUTING 3 TIMES A YEAR RHYTM
BETTER COWS | BETTER LIFE
Decision support based on
• Old algorithms not updated with recent data
• Derived from small data sets
• Hard coded into management support software
BETTER COWS | BETTER LIFE
STAGE – GATE – DEVELOPMENT lacks speed and customer input
Idea
BETTER COWS | BETTER LIFE
Design
Build
Launch
WHAT WE WANT
BETTER COWS | BETTER LIFE
BETTER COWS | BETTER LIFE
FIRST BRING THE PEOPLE TOGETHER THAT HAVE TO BRING THE PIECES TOGETHER
BETTER COWS | BETTER LIFE
BRINGING THE PIECES TOGETHER
BETTER COWS | BETTER LIFE
BRINGING THE PIECES TOGETHER
BETTER COWS | BETTER LIFE
Transition application - Period around calving - Most diseases occur - Cost a lot of money through loss of milk
BETTER COWS | BETTER LIFE
Data to use - Transition diseases registration - Milk recording data - Breeding values - Milk production from automatic milking system - Rumination data from sensor
BETTER COWS | BETTER LIFE
CENTRAL AUTHORIZATION
BETTER COWS | BETTER LIFE
WE HAVE TO ADD CREATIVITY TO THE MIX
BETTER COWS | BETTER LIFE
PROTOTYPING
PREDICT – PRESCRIBE – PERFORM In the end it is about enabling Smart Dairy Farming
