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What is Data Mining?

A useful example to understand data mining technique use for energy efficency
by

ALEJANDRO LOPEZ-CORTIJO

on 18 September 2013

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Transcript of What is Data Mining?

A useful example on what this new and powerful tool can do for energy efficiency
What is Data Mining?
Driving a car efficiently is not easy!
Why?
Even if it is the top low-carbon unit!
Out of 100 journeys from Madrid to Barcelona more than 90 will show great differences in fuel consumption.
... in 100 journeys will be differences of +/- 10% amongst them!
Imagine all these data are gathered in real time.
Data Mining
identifies patterns in data, linking changes in energy use to the influencing factors
http://mbostock.github.com/d3/talk/20111116/force-collapsible.html
Even though our OBJECTIVE be
minimizing

fuel
consumption, RESTRICTED to keep elapsed time
below 7h ...
Light
Vehicle
External conditions
Night
Driver
Weather
Season
Events
Tyres
Windows
Fuel
Engine
Load
Mind
fulness
Health
Next, it sugests
in real time
which combination of
gear
and
rpms
make your driving efficient
Gear
Data Mining helps you
Explain performance
Find and justify opportunities
Support decision making
Change behaviour
Find fittest solutions
Back strategy development
Set effective targets and
ISO 50001 KPIs
by IIMA and Energy Intelligent Solutions (UK)
RPMs
At the end of the journey it reports:
Fittest driving for your journey should have been:
46,20 litres
You have make it at
49,40

litres
This time, you have reached:
A++
Consúltenos sin compromiso
915 912 052
IIMA desarrolla inciativas de "data mining"
en colaboración con Energy Intelligent Solutions (RU), una empresa británica con más de 20 años de experiencia
Full transcript