smart industry 4.0: ibm watson iot in de praktijk
TRANSCRIPT
https://www.youtube.com/watch?v=PujCkDAXji8
Smart Industry 4.0:
IBM WatsonIoT in de praktijk
Ronald Teijken
IBM WatsonIoT
@SCM_Ronald
First mechanical loom,1784
First
Industrial Revolution
based on the introduction of mechanical production equipment driven by water and steam power
1800 1900 2000
First conveyor belt, Cincinnati slaughterhouse, 1870
First programmable logic controller (PLC) Modicon084,1969
TODAY
Third
Industrial Revolution
based on the use of electronics and IT to further automate production
Second
Industrial Revolution
based on mass production achieved by division of labor concept and the use of electricalenergy
Fourth
Industrial Revolutionbased on the use of cyber-physical systems
Degree of
complexity
First
Second
Third
Fourth
IoT driven digital disruption of the manufacturing value chain is what brings
us to transformation initiatives such as Industry 4.0
Sources: Acatech: Recommendations for implementing the strategic initiative Industrie 4.0, April 2013;Gartner: Industrie 4.0- The Ten Things the CIO Needs to Know;
Deutsche Bank Research: “Upgrading of Germany’s industrial capabilities on the horizon “, April 2014
Autonomous
Systems
Internet of
Services
Analytics
& Cognitive
Flexible
Manufacturing
Internet of
Things
Industry 4.0
Ability to connect and manage
devices
Near real-time data collection
Insights of what is happening
New business models
Flexible machines
3D printing
Machine to machine
New standards and
protocols
The API economy
Vertical / horizontal integration across
value chains
New delivery channels and business
models
Embedded in equipments, products and
services
Predict what may happen
Prescribe actions for best outcomes
Self learning
Communicate in natural language
Smart and networked products
Ability to communicate thru the Internet
Self diagnose / self awareness
Capabilities required to enable the 4th Industrial Revolution
Industry 4.0 in the Netherlands
IoT is driving Digital Disruption of the Physical World
Accelerating advances
in technologyAnd transforming every part of business
Cognitive analytics
Creating new products
and business models
Improving operations
and lowering costs
Driving engagement and
customer experience
Pervasive connectivity
Embedded sensors
Cloud computing
Product Lifecycle
Management
Watson IoT offers a full set of capabilities that enables our clients to transform their business
IBM Watson IoT Platform
Design
Operate
Manufacture
Service
IBM Watson IoT Solutions
Packaged Applications
Transform with CognitiveDrive better results with cognitive capabilities to improve engagement and predictions
Analyze and PredictApply powerful analytics to drive actionable predictions and make better decisions
Visualize the patternsVisualize your data and distill useful information to see patterns of insight
Connect & SecureBring together the right data onto a versatile, scalable and secure platform
IBM IoT industry-specific transformations delivers new revenue with new business models
Automotive
Electronics
InsuranceIndustrial Products
Retail
Aviation
Energy & Utilities
Chemical & Petroleum
Transportation
Healthcare
Transform traditional business with the capabilities of IoT
Invent new business
models
Develop innovative
services
Improve operational
efficiency
Drive better customer
engagement
Watson IoT / Presentation
Title / Date
9
The Internet of Things:
Digitizing the physical world
IBM Watson IoT Platform
IBM Bluemix Open Standards Based Services
Connect Information
Management
Analytics Risk Management
Full Development Lifecycle DevOps Services IBM Security
Secure Connectivity
Device & Gateway
MQTT, HTTPS
Device Registration
Device Management
Store & Data Lifecycle
Parsing & Transformation
Data Enrichment
Platform of Platforms
Predictive
Machine Learning
Cognitive
Real-Time
Edge
Security Policy
Risk Dashboard
Threat Detection
IoT Blockchain
Firmware Update
Watson IoT Platform, Connect
1
2
Demo Connected Device IoT via IBM BlueMix.
https://ibm.biz/BdHjQS
https://www.youtube.com/watch?v=p8Xhek8Szrw
Combining Weather, Analytics and
Internet of Things to deliver better outcomes
Weather assets fuel IoT
transformation across industries
Incorporate weather data into
your IoT applications
Combine weather data in your
data set to gain more insight
“Insights for Weather” API now
available on Bluemix
We
ath
er
Da
ta
Weather the STORM
1 team 2 wheels 23 students 80 days to remember
Weather Company
IoT Platform
24+
compressed
ingested per day
in production
100s
in 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
IBM Watson IoT
Blockchain capabilities for better security and privacy
Blo
ckch
ain
The Watson IoT Platform has built-in capability that
lets you add IoT data to a private blockchain ledger
via API. This provides for shared transactions with
tamper-resistant records, transparency and trust.
• Blockchain leverages distributed replication
• Eliminates the overhead of central control and
management
• Only business partners involved in the transaction can
access and supply IoT data
• Partnering with key clients in aerospace, automotive,
supply chain, and manufacturing industries
Adding cognitive capabilities to IoT data
produces the intelligence of cognitive IoT
Co
gn
itiv
e
Bringing Cognition to ThingsWatson API families allow easy integration of cognitive analytics into IoT apps
Natural Language Processing
Enables interaction through natural human language
and dialog
Machine Learning
Automates data processing and continuously monitors
new data to learn and improve results
Text Analytics
Enables mining of textual sources to find correlations
and patterns in these vast amounts of untapped data
Video/Image Analytics
Enables monitoring of unstructured data from video
feeds and image snapshots to identify scenes and
patterns
Cognitive
https://www.youtube.com/watch?v=BWDfP_udMA0
24
… one perfectly informed decision at a time
Profitable,
billion-dollar
oil drilling …
Watson technology culls
through 30 years of
Woodside’s documented
knowledge.
Engineers augment their
expertise with a virtual
advisor, “Lesson Learned.”
Each outcome is added
to collective knowledge,
informing future decisions.
G R O W K N O W L E D G E F R O M D AT A E N H AN C E E X P E R T I S E L E AR N AN D AD AP T
https://www.youtube.com/watch?v=GFZ2IaTVkY8
https://www.youtube.com/watch?v=yirWh_RFkKg
http://machineconversations.kone.com/
2010 2020
Sensors & Devices
Text
Enterprise Data
Images/ Multimedia
44 Zettabytes
Gap
Traditional
We face an overwhelming wave of data in every industry
of the world’s
data was
created in the
last two years.
of the worlds
data is
unstructured.
90% 80%
We are here
2017
A quick detour to the early years: 2011 – Watson only knew “Q&A”
Watson Jeopardy
Q&A
Cognitive systems are creating a new partnership
between humans and technology
Humans excel at
DILEMMAS
COMPASSION
DREAMING
ABSTRACTION
IMAGINATION
MORALS
GENERALIZATION
Cognitive Systemsexcel atCOMMON SENSE (but with many biases)
ELIMINATING BIASES
LOCATING KNOWLEDGE
PATTERN IDENTIFICATION
MACHINE LEARNING
NATURAL LANGUAGE PROCESSING AT SCALE
PROVIDING ENDLESS CAPACITY
Since then, Watson has grown into a rich and flexible API ecosystem…
…with more to come
https://www.ibm.com/watson/developercloud/services-catalog.html
IBM WatsonIot HQ Münich
Customer Experience Center
Level 21 Collaboration Area
Welcome Area
Joint Customer Labs
Industry Labs
Development & Lab Services
Cognitive Solution Consulting
https://www.ibm.com/internet-of-things/resources/connected-devices/
32
Smart Industry 4.0:
IBM WatsonIoT in de praktijk
Arjen van de Wetering
IBM Watson IoT
@RationalArjen
https://console.ng.bluemix.net/catalog/
https://console.ng.bluemix.net/catalog/
37
RAMLAB Currentarchitecture
Welding Robot
Watson IOT
Platform
Cloudant
Datastore
Streaming
Analytics
Analytics
Dashboard
Raw events Raw events Aggregated values
Operator
Dashboard
Node-RED
application
38
Enhanced architecture
Watson IOT
Platform
Cloudant
Datastore
Streaming
Analytics
Analytics
Dashboard
Raw events Aggregated values
Operator
Dashboard
Other sources
Feedback loop
(predicted errors, control)
Data Science Experience
39
39
Temperature analysis
40
Identification of bad welds
41
Contribution of data points to bad weld prediction
42
A 2D visualization of all the datapointsreduced to one understandable set of clusters
43
More Information:
https://www.ibm.com/internet-of-things/
The Internet of Things becomes the Internet that thinks with Watson IoT
https://www.ibm.com/internet-of-things/iot-solutions/iot-manufacturing/
IoT for manufacturing solutions
Gather the data
Visualize the patterns
Advance to analytics
Infuse with cognitive
Ronald Teijken
IBM WatsonIoT
@SCM_Ronald
Arjen van de Wetering
IBM Watson IoT
@RationalArjen
http://news-explorer.mybluemix.net/?query=blockchain
Analyze your audience
Frans Reichardt (klantenluisteraar)
You are social, somewhat verbose and can be perceived as shortsighted.
You are down-to-earth: you prefer facts over fantasy.
You are assertive: you tend to speak up and take charge of situations, and you are comfortable leading groups.
And you are respectful of authority: you prefer following with tradition in order to maintain a sense of stability.
Your choices are driven by a desire for well-being.
You are relatively unconcerned with tradition: you care more about making your own path than following what others have done.
You consider achieving success to guide a large part of what you do: you seek out opportunities to improve yourself and demonstrate that you are a capable person.
Source: English BIO at fransreichardt.nl and blogs ‘Dear bank’ Jan 2 , 2016
You are unlikely to______Click on an adFollow on social mediaBuy healthy foods
You are likely to______Buy eco-friendlyReply on social media
Try it for free:
https://watson-pi-demo.mybluemix.net
BETA:
Thenorthface.com/xps
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