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Thorsten SchröerIndustry Leader EuropeIBM Global Electronics Industry
The Cognitive Era in Manufacturing and Supply Chain
www.localmotors.com
CognitiveWhy and where does it come from?
3>1890 Tabulating 1960 Programmable >2010 Cognitive
1 Bronto Byte = 10 27
Adapt and make sense of all data; “read” text, “see” images and “hear” natural speech with contextUnderstand
ReasonInterpret information, organize it and offer explanations of what it means, with rationale for the conclusions
Learn Accumulate data and derive insight at every interaction, perpetually
A Cognitive Solution =
Analytical System
Natural Language Processing(NLP)
Machine Learning/Deep Learning
++
Why Cognitivein Manufacturing and Supply Chain?
7
8
We talked to >100 Chief Supply Chain Officers in Electronics Industry in Summer 2016
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By 2018, more than half of developers
will embed cognitive capabilities into their apps.
IDC, Top 10 Predictions for 2016
Cognitive Project Examplesin Manufacturing and Supply Chain
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CognitiveQualityAdvisor
CognitiveSupplyChainDisruptionsAdvisor
CognitiveResolutionRoomsAdvisor
We teach Watson Supply Chain.
IBM Supply Chain Operations Group drives to become a cognitive business
Industrie4.0&Cognitive FactoryatJohnDeereMannheimWorker Assistance
Industrial Robots empowered with CognitiveTechnology can...
UnderstandReason
TalkInteractExplainSupportLearn
Images
imagescapturedusingImagingStationinproduction
11
Defectscross- checkedagainstlibraryofpastimagesandtrainedalgorithmsforreuse
12
Reusepreviouslytrainedalgorithmsandretraininproductiontohandlevariations
3a
Developnewimageanalyticsandtrainoversamplesetstohavehighaccuracy;Deploytoproductionasanewbasecase
1
3b
Variation of past case?
Entirely new case?
Connects & Reasons
Real Time Monitor
Learning System
MachineLearningsystemcrawlsthroughlibraryandattemptstoimprovealgorithmaccuracyoverlargerdataset.
5
PMQAnalyticsandreportingfordaily,weekly,pershiftreports
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COGNITIVE VISUAL INSPECTOR
How to get started?
Cognitive Manufacturing – Stairway to heaven
Gather the data
Visualize the patterns
Advance to analytics
Infuse with cognitive
• Instrument your equipment/assets to collect data
• Gather already existing data
• Visualize your data in meaningful dashboards
• Start to see patterns
• Gain insights from the data
• Produce models, prediction recommendations
• Enrich with data from other sources
• Refine models with cognitive machine learning
• Utilize other cognitive functions to improve engagement
Asset needs to be connected, outfitted with sensor or data gathered
Use analytical models to predict equipment failures and provide recommendations
Use the platform to quickly build dashboards for data visualization
Use speech, video, image to diagnose complex problems
With 1,000 Watson IoT experts in a campus environment, the center will provide access to the talent, the technology, and the toolsneeded to create products and services that deliver on the promise of Cognitive IoT.
Open for BusinessIBM Watson IoT | Global Headquarters - Munich
www.ibm.com/WatsonIoT
Cognitive FactoryFloor
What‘s next?
IBM, Google, Facebook, Amazon und Co tun sich zusammen
For more go towww.partnershiponai.orgwww.ibm.com/WatsonIoTwww.linuxfoundation.orgwww.ibm.com/cognitivewww.localmotors.com
Thorsten Schröer#thorschroeer
Play with „Cognitive“ and get free Bluemix Account : www.ibm.com/bluemix
