Download - Ibm ronald teijken
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Weather the STORM
1 team 2 wheels 23 students 80 days to remember
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Follow #STORM80Days
Live via www.STORM-Eindhoven.com
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Weather is a daily habit forCONSUMERS
SO IT IS FOR DRIVERS
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Weather Impacts Every Business
Ground Transportation
Aviation Retail
Insurance
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Agriculture
Oil & GasUtilities
Weather Impacts Every Business
Financial Services
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So It Does On Battery Performance
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Teaming UpWithStorm-Eindhoven
140 airlines served
Globally, more than
750+ TV stations globally
5,000+ businesses180 million consumers
200 million mobile app downloads200,000+ personal weather stations
To Examine The Impact Of Weather On Battery Performance
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Our Story is About Data at ScaleInternet of Things
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100x More Sensors Than Public Sources 200,000 Personal Weather Stations
Legend: Airport sensors Personal weather sensors
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15 MILLION DEVICESContributing Pressure and Location Data
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The Data Story is Also About PrecisionCurrents on Demand for 2.2 Billion Points On Earth
Netherlands Has The Most Private Weather Stations Per Capita Of Any Country In The World
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And Accuracy
162 Forecast
Models
A Single Forecast Model Doesn’t Produce The Best Results; A Combination of 162 Models Does
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Forecasts On-Demand
FoD mav grid mos nammo ecmwf_ens ecmwf nam rpm-reg mex rpm-glbl gfs gefs1.4
1.6
1.8
2
2.2
2.4
2.6
2.8
3
2015 US 1-3 Day Temperature Forecast RMS Errors
Various government forecast models
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Probability Forecasts
Decisions made without probability-based analytics will always result insuboptimal economic outcomes
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 200
2
4
6
8
10
12
14
16
Perc
ent
86.4% probability of snowfall0 inches – 1st most probable outcome
Snowfall (inches)
10 inches – 2nd most probable outcome4.8 in.– least error forecast (FOD today)4.5 in.– 50% probability forecast31.1% probability of 10 inches or more
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The SUN Platform24+compressed
ingested per day in production
100sin data lakes
analyzed and stored
15 BillionAPI requests
handled per day
data typessupported today>100
Terabyte
Petabytes• A cloud-based data platform
that ingests large volumes & types of data
• Delivers insights from precise weather data combined with location and other data sets
• Enables companies to embed weather insights into decision support platforms to take take action
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Hyper-Local Weather Data
IoT / Data• Smart
phones• Homes• Planes• Sensors• Cars
SUN PLATFORM
Businessescan offer savings, engage customers, intro new features
Consumersreceive alerts on mobile devicesAnalytic
salert
Applying Analytics to Weather
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Using Analytics to Engage
CustomersHyper-Local Weather Data
Home IoT Sensors• H20
meter• A/C• Electrical
panel• Sewer
System
SUN PLATFORM
Insurance Provider can offer savings, alerts, new features
Motor Driver alerted on mobile device
Analytics• 40,000 smart home
sensors • 10,000 home
owners with mobile or website warnings
• 300 Insurance workers who want to study their clients water usage & warnings
alert
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HyperlocalForecast PWS Data Will Feed Into Weather Underground's Forecast Model To Generate Hyperlocal Forecasts For The Students Along Their Tour
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All Data Will Be AnalyzedAnd Correlated With Weather Data
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To ExamineThe Impact On Battery Performance
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Weather the STORMFollow #STORM80Days
Live viawww.STORM-Eindhoven.com
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ThankYou
Ronald Teijken@SCM_Ronald