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ReInventing the
ReThinking thru
Industry 4.0
DSK CHAKRAVARTHY
11TH MAY 2020
Loyal Wingman
DSK Chakravarthy
• Agile Coach / PM / Architect / Developer /
Student
• More than 24+ years of IT Experience
Thank You
LinkedIn
http://linkedin.com/in/varthy
Twitter
@Chakravarthy
Email
dskc@live.in
Phone
99 6363 7677
Next 90 mins
• Intelligent Machines
• Industry 4.0
• IoT
• IIoT – v1
• IIoT – v2
• AIoT
• Predictive Machines
Archives
From manual push to stream engine..
Engine with electricity ..
Electricity within CHIPs
CHIPs interacting with others
Most popular dipiction
Industry 4.0 Evolution
“High-Tech Strategy” at
Hannover Messe
2006
Germany
Govrnment
Dr. Kagermann, Dr. Wolfgang Wahlster
of the German Research Center for
Artificial Intelligence (DFKI)
Dr. Wolf-Dieter Lukas from the Federal
Ministry of Research and Education
2011
Presented Results of
Work
Report submitted for
the need of a
common platform
Big milestone
Oct 2012
Platform launch at
Hannover Fair
April 2013
Platform Industrie 4.0
Companies, associations, unions added
April 2015
Platform Industrie 4.0
expanded
2030 Roadmap
Big milestone
April 2019
Not tell them what to do next,
Let the systems give us options that we have ..
• Erasing the boundaries of Digital systems with
Biological systems and preparing Physical
systems equipped with artificial intelligence
• Not changing WHAT we do, but HOW
• It’s not about GROWTH generation, but
VALUE proposition
• It’s not about QUANTITY, but QUALITY
• Opportunities for ALL
We Envision..
Fourth
Industrial
Revolution
Ethics and
Identity
Agile
Technology
Governance
Inequality
Business
Disruption
Disruption
to Jobs and
Skills
Security
and
Conflict
Innovation
and
Productivity
Fusing
Technologies
• Tools from Nomadic ERA
1. Sharpened stones (Oldowan tools): 2.6 million
years ago
2. Stone handaxe (Acheulean tools): 1.6 million
years ago
3. A new kind of knapping (Levallois technique):
400,000 to 200,000 years ago
4. Cutting blades (Aurignacian industry): 80,000
to 40,000 years ago
5. Small, sharp micro blades (Magdalenian
culture): 11,000 to 17,000 years ago
6. Axes, celts, chisels (Neolithic tools): around
12,000 years ago
Time & Transformation
Transform
ation of
Time &
Era
Nomadic
Agri-
culture
Industrial
Information
Know
ledge
!!??
• Specifics from Agriculture ERA
1. Identified during the ICE Age, about 11,7000
years ago
2. Earliest evidence dating between 14,500 and
12,000 bp in SouthWest Asia
3. Crops borrowed from Indians included maize,
sweet potatoes, tomatoes, pumpkins, gourds,
squashes, watermelons, beans, grapes, berries,
pecans, black walnuts, peanuts, maple sugar,
tobacco, and cotton; white potatoes
indigenous to South America
Evolution of New ERA
Sense of Connectedness
(or)
Connected NonSense !!
Source: i-scoop.eu
• Local computing nodes, between the endpoints (e.g. sensors, cameras, etc)
• Cloud data centers, to gather, store and process data instead of using a remote data
center
• Connected devices send data and receive instructions to and from a nearby node,
usually installed on premises
• Adoption of cross industry standards & frameworks for mutual data exchange and
functioning
• Realtime collobaration with infracture with Open wifi connectivity
Industrial IOT - Implementation
Intelligence Induction
End
User
Apps
inet
http
App
Servers
Application
Base Predictions
Transformed
Datasets
Leadership
Board
Data
Scientist
Visualisation, Matrics,
Interpretation, UI/UX,
Leading, Lagging, etc.,
Deep Learning
Feature Engineering
NLP Text
Timeline Series
Broadcast
Authoring
Scheduling
Executing
Industrial IoT
Is it SHARED Knowledge
(or)
Collective Responsibility
Worklife balance ..
Industrial Internet Consortium – inception
On 27th March 2014, AT&T, IBM, Intel, Cisco and GE came
together to form a common forum for mutual collaboration
Bringing together the ECO system
Clearly, there is no single WINNER in this game, but, the
Winning ECO System
Need of Industry Internet Architecture Framework and
Security Stanadards
Almost 300+ companies from 35+ countries joined hands
Industrial Internet Consortium – purpose
 Scalability & Flexibility
thru cloud platform
 Real time monitoring for
predictive analysis
 Tapping BigData for
Asset management
 Mobility for AnyTime
and AnyWhere Access
 Security
 Transition to Intelligent
machines
IIRA - Industrial Internet Reference Architecture
Source : https://www.iiconsortium.org/stay-informed/IIRA.htm
Education and
Evaluation. Teaching
and Training
Feature detection in
chemical composition
& drug definition
Drones replacement in
items delivery, auction,
Internet Services, etc.,
Hypothesis
IIC Intervniew
IIOT – Another IOT!! ??
Is it crazy buzz word (or)
Collective Responsibility
Computer Vision and
Object Detection
applications
Chat BOTs, Incident
identificators, SPAM
prevention techniques
Microbes for artificial
limbs, prevention of
disease spread
Hypothesis
Microsporidia
Artificial Intelligence
with IoT !!??
Is it Fiction (or)
Fantacy / Fact
“If you can film an
idea in your mind,
follow that film idea
shot for shot, scene for
scene, that idea is
worth making.
- CRAIG MAPP
Increase in IoT Devices
1. Data collection
2. Activity Filtering
3. Detailed filtering
4. Actionable Results
AI + IoT in Practice
Data mining
Pattern
Recognition
Bench
Marking
Data
Inference
Business
Alignment
Actionable
Intelligence
Analytics
Creating
Awareness
Train and ReTrain ..
Creat the future, not wait for it..
AI+ IoT Concept Phase
Idiation
Creativity
in Action
Out-of-
Box
Visibility
Collabo
rationPoC
Contract
Exchange
Technology
Skills / Leadership
Productivity
Social Media
ReturnOnInvestment
CustomerSatisfaction
NewOpportunities
AI + IoT => Implementation Phases
Improve
Segmentation
Understand the Customer / Need / Opportunity
Derive Business
Purspective / UseCase
Identify
Demand / Services
Provide
Opportunity
Improve
Predictive Analysis
Revenue Generation
Revenue Leakage
Pattern
Recognition
Value
Generation
Predictive
Maintenance
Financials
New Leads
Converstion to
New Business
Trends
Create Awareness
Predictive Machines
Are we in Present (or)
Future..
Prediction First
Employee First, Customer NextCustomer First, Employee Next
Web First, Mobile NextMobile First, AI NextAI First, Business Next
Making “Predictive Machine”
• Neural Networks
• Virtual Reality
• Mixed Reality
• Augmented Reality
• Cheaper-Better-Faster
We are closer than yesterday
Intelligence Machines:
From Novel => Nest
Nest => Invest
IoT:
Internet => InterConnect
Indepent => InterDependent
Industrial IoT:
Confront and
Communicate
Intelligent IoT:
Analyze => BaseLine
AIoT:
Prepare to Predict
Predictive Machines:
Journey to new
horizons
Key Takeaways
Tips for “Future Machines”
Understand the workflow and workforce.
Prepare the Judgement and Actions.
Work with Tasks automation along with
• Prediction Data
• Judgement Rules
• Realistic Actionable activities
• Record the Outcome
• Archive Learning and Outputs
• What are the key standards that you think would be important for machines to be
intelligent enought?
• Let me know the idea that makes the near future as Industrial IoT marketplace.
• What do you think is the SKILL that has the potential for changing the midsets of
people in industry?
Call to Action
Questions !!
I know very less, thus, will not
have answers for your questions,
but, will learn for you.

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Intelligent Machines for Industry 4.0

  • 1. ReInventing the ReThinking thru Industry 4.0 DSK CHAKRAVARTHY 11TH MAY 2020
  • 2. Loyal Wingman DSK Chakravarthy • Agile Coach / PM / Architect / Developer / Student • More than 24+ years of IT Experience
  • 4. Next 90 mins • Intelligent Machines • Industry 4.0 • IoT • IIoT – v1 • IIoT – v2 • AIoT • Predictive Machines
  • 5.
  • 6. Archives From manual push to stream engine.. Engine with electricity .. Electricity within CHIPs CHIPs interacting with others
  • 8. Industry 4.0 Evolution “High-Tech Strategy” at Hannover Messe 2006 Germany Govrnment Dr. Kagermann, Dr. Wolfgang Wahlster of the German Research Center for Artificial Intelligence (DFKI) Dr. Wolf-Dieter Lukas from the Federal Ministry of Research and Education 2011 Presented Results of Work Report submitted for the need of a common platform Big milestone Oct 2012 Platform launch at Hannover Fair April 2013 Platform Industrie 4.0 Companies, associations, unions added April 2015 Platform Industrie 4.0 expanded 2030 Roadmap Big milestone April 2019
  • 9. Not tell them what to do next, Let the systems give us options that we have ..
  • 10. • Erasing the boundaries of Digital systems with Biological systems and preparing Physical systems equipped with artificial intelligence • Not changing WHAT we do, but HOW • It’s not about GROWTH generation, but VALUE proposition • It’s not about QUANTITY, but QUALITY • Opportunities for ALL We Envision.. Fourth Industrial Revolution Ethics and Identity Agile Technology Governance Inequality Business Disruption Disruption to Jobs and Skills Security and Conflict Innovation and Productivity Fusing Technologies
  • 11. • Tools from Nomadic ERA 1. Sharpened stones (Oldowan tools): 2.6 million years ago 2. Stone handaxe (Acheulean tools): 1.6 million years ago 3. A new kind of knapping (Levallois technique): 400,000 to 200,000 years ago 4. Cutting blades (Aurignacian industry): 80,000 to 40,000 years ago 5. Small, sharp micro blades (Magdalenian culture): 11,000 to 17,000 years ago 6. Axes, celts, chisels (Neolithic tools): around 12,000 years ago Time & Transformation Transform ation of Time & Era Nomadic Agri- culture Industrial Information Know ledge !!?? • Specifics from Agriculture ERA 1. Identified during the ICE Age, about 11,7000 years ago 2. Earliest evidence dating between 14,500 and 12,000 bp in SouthWest Asia 3. Crops borrowed from Indians included maize, sweet potatoes, tomatoes, pumpkins, gourds, squashes, watermelons, beans, grapes, berries, pecans, black walnuts, peanuts, maple sugar, tobacco, and cotton; white potatoes indigenous to South America
  • 12. Evolution of New ERA Sense of Connectedness (or) Connected NonSense !!
  • 14. • Local computing nodes, between the endpoints (e.g. sensors, cameras, etc) • Cloud data centers, to gather, store and process data instead of using a remote data center • Connected devices send data and receive instructions to and from a nearby node, usually installed on premises • Adoption of cross industry standards & frameworks for mutual data exchange and functioning • Realtime collobaration with infracture with Open wifi connectivity Industrial IOT - Implementation
  • 15. Intelligence Induction End User Apps inet http App Servers Application Base Predictions Transformed Datasets Leadership Board Data Scientist Visualisation, Matrics, Interpretation, UI/UX, Leading, Lagging, etc., Deep Learning Feature Engineering NLP Text Timeline Series Broadcast Authoring Scheduling Executing
  • 16. Industrial IoT Is it SHARED Knowledge (or) Collective Responsibility
  • 18. Industrial Internet Consortium – inception On 27th March 2014, AT&T, IBM, Intel, Cisco and GE came together to form a common forum for mutual collaboration Bringing together the ECO system Clearly, there is no single WINNER in this game, but, the Winning ECO System Need of Industry Internet Architecture Framework and Security Stanadards Almost 300+ companies from 35+ countries joined hands
  • 19. Industrial Internet Consortium – purpose  Scalability & Flexibility thru cloud platform  Real time monitoring for predictive analysis  Tapping BigData for Asset management  Mobility for AnyTime and AnyWhere Access  Security  Transition to Intelligent machines
  • 20. IIRA - Industrial Internet Reference Architecture Source : https://www.iiconsortium.org/stay-informed/IIRA.htm
  • 21. Education and Evaluation. Teaching and Training Feature detection in chemical composition & drug definition Drones replacement in items delivery, auction, Internet Services, etc., Hypothesis
  • 23. IIOT – Another IOT!! ?? Is it crazy buzz word (or) Collective Responsibility
  • 24. Computer Vision and Object Detection applications Chat BOTs, Incident identificators, SPAM prevention techniques Microbes for artificial limbs, prevention of disease spread Hypothesis
  • 26. Artificial Intelligence with IoT !!?? Is it Fiction (or) Fantacy / Fact
  • 27. “If you can film an idea in your mind, follow that film idea shot for shot, scene for scene, that idea is worth making. - CRAIG MAPP
  • 28. Increase in IoT Devices 1. Data collection 2. Activity Filtering 3. Detailed filtering 4. Actionable Results
  • 29. AI + IoT in Practice Data mining Pattern Recognition Bench Marking Data Inference Business Alignment Actionable Intelligence Analytics Creating Awareness Train and ReTrain .. Creat the future, not wait for it..
  • 30. AI+ IoT Concept Phase Idiation Creativity in Action Out-of- Box Visibility Collabo rationPoC Contract Exchange Technology Skills / Leadership Productivity Social Media ReturnOnInvestment CustomerSatisfaction NewOpportunities
  • 31. AI + IoT => Implementation Phases Improve Segmentation Understand the Customer / Need / Opportunity Derive Business Purspective / UseCase Identify Demand / Services Provide Opportunity Improve Predictive Analysis Revenue Generation Revenue Leakage Pattern Recognition Value Generation Predictive Maintenance Financials New Leads Converstion to New Business Trends Create Awareness
  • 32. Predictive Machines Are we in Present (or) Future..
  • 33. Prediction First Employee First, Customer NextCustomer First, Employee Next Web First, Mobile NextMobile First, AI NextAI First, Business Next
  • 34. Making “Predictive Machine” • Neural Networks • Virtual Reality • Mixed Reality • Augmented Reality • Cheaper-Better-Faster
  • 35. We are closer than yesterday
  • 36. Intelligence Machines: From Novel => Nest Nest => Invest IoT: Internet => InterConnect Indepent => InterDependent Industrial IoT: Confront and Communicate Intelligent IoT: Analyze => BaseLine AIoT: Prepare to Predict Predictive Machines: Journey to new horizons Key Takeaways
  • 37. Tips for “Future Machines” Understand the workflow and workforce. Prepare the Judgement and Actions. Work with Tasks automation along with • Prediction Data • Judgement Rules • Realistic Actionable activities • Record the Outcome • Archive Learning and Outputs
  • 38. • What are the key standards that you think would be important for machines to be intelligent enought? • Let me know the idea that makes the near future as Industrial IoT marketplace. • What do you think is the SKILL that has the potential for changing the midsets of people in industry? Call to Action
  • 39. Questions !! I know very less, thus, will not have answers for your questions, but, will learn for you.

Notes de l'éditeur

  1. https://intelligence.weforum.org/topics/a1Gb0000001RIhBEAW
  2. Ethics and Identity -Values -Inclusive Design -Future of Health and Healthcare -Human Enhancement -Arts and Culture -Artificial Intelligence and Robotics -Justice and Law -Behavioural Sciences -Biotechnology Agile Technology Governance -Innovation -Agile Governance -Corporate Governance -Cybersecurity -Blockchain -Behavioural Sciences -Internet of Things -5G -Global Governance Inequality -Public Finance and Social Protection -Justice and Law -Digital Communications -Sustainable Development -Taxation -Mental Health -Workforce and Employment -Future of Economic Progress -Values Business Disruption -Artificial Intelligence and Robotics -Advanced Manufacturing and Production -Digital Economy and Society -3D Printing -Internet of Things -Digital Communications Disruption to Jobs and Skills -Justice and Law -Workforce and Employment -Public Finance and Social Protection -Artificial Intelligence and Robotics Security & Conflict -Space -Cybersecurity -Artificial Intelligence and Robotics -Global Risks -Neuroscience -Internet of Things -Agile Governance -International Security -Geopolitics -Drones -Values Innovation and Productivity -Circular Economy -Workforce and Employment -Entrepreneurship -Innovation Fusing Technologies -Advanced Manufacturing and Production -Blockchain -Neuroscience -Digital Economy and Society -Artificial Intelligence and Robotics -- Autonomous Transportation -- Robots at Work -- Machine Cooperation and Coordination -- Intelligence Augmentation ---Virtual and Augmented Reality ---Electronics ---Workforce and Employment ---Human Enhancement ---Fourth Industrial Revolution ---Retail, Consumer Goods and Lifestyle ---Ageing ---Advanced Manufacturing and Production ---Future of Computing ---Healthcare Delivery -- Machine Learning and Predictive Systems -- AI Education and Awareness -- AI Ethics and Values -- AI Safety, Security and Standards -Virtual and Augmented Reality -Advanced Materials -3D Printing -Future of Computing -Biotechnology
  3. Ethics and Identity -Values -Inclusive Design -Future of Health and Healthcare -Human Enhancement -Arts and Culture -Artificial Intelligence and Robotics -Justice and Law -Behavioural Sciences -Biotechnology Agile Technology Governance -Innovation -Agile Governance -Corporate Governance -Cybersecurity -Blockchain -Behavioural Sciences -Internet of Things -5G -Global Governance Inequality -Public Finance and Social Protection -Justice and Law -Digital Communications -Sustainable Development -Taxation -Mental Health -Workforce and Employment -Future of Economic Progress -Values Business Disruption -Artificial Intelligence and Robotics -Advanced Manufacturing and Production -Digital Economy and Society -3D Printing -Internet of Things -Digital Communications Disruption to Jobs and Skills -Justice and Law -Workforce and Employment -Public Finance and Social Protection -Artificial Intelligence and Robotics Security & Conflict -Space -Cybersecurity -Artificial Intelligence and Robotics -Global Risks -Neuroscience -Internet of Things -Agile Governance -International Security -Geopolitics -Drones -Values Innovation and Productivity -Circular Economy -Workforce and Employment -Entrepreneurship -Innovation Fusing Technologies -Advanced Manufacturing and Production -Blockchain -Neuroscience -Digital Economy and Society -Artificial Intelligence and Robotics -- Autonomous Transportation -- Robots at Work -- Machine Cooperation and Coordination -- Intelligence Augmentation ---Virtual and Augmented Reality ---Electronics ---Workforce and Employment ---Human Enhancement ---Fourth Industrial Revolution ---Retail, Consumer Goods and Lifestyle ---Ageing ---Advanced Manufacturing and Production ---Future of Computing ---Healthcare Delivery -- Machine Learning and Predictive Systems -- AI Education and Awareness -- AI Ethics and Values -- AI Safety, Security and Standards -Virtual and Augmented Reality -Advanced Materials -3D Printing -Future of Computing -Biotechnology https://www.thoughtco.com/history-of-american-agriculture-farm-machinery-4074385 for reference that India exported the vegitables to Americans
  4. Ethics and Identity -Values -Inclusive Design -Future of Health and Healthcare -Human Enhancement -Arts and Culture -Artificial Intelligence and Robotics -Justice and Law -Behavioural Sciences -Biotechnology Agile Technology Governance -Innovation -Agile Governance -Corporate Governance -Cybersecurity -Blockchain -Behavioural Sciences -Internet of Things -5G -Global Governance Inequality -Public Finance and Social Protection -Justice and Law -Digital Communications -Sustainable Development -Taxation -Mental Health -Workforce and Employment -Future of Economic Progress -Values Business Disruption -Artificial Intelligence and Robotics -Advanced Manufacturing and Production -Digital Economy and Society -3D Printing -Internet of Things -Digital Communications Disruption to Jobs and Skills -Justice and Law -Workforce and Employment -Public Finance and Social Protection -Artificial Intelligence and Robotics Security & Conflict -Space -Cybersecurity -Artificial Intelligence and Robotics -Global Risks -Neuroscience -Internet of Things -Agile Governance -International Security -Geopolitics -Drones -Values Innovation and Productivity -Circular Economy -Workforce and Employment -Entrepreneurship -Innovation Fusing Technologies -Advanced Manufacturing and Production -Blockchain -Neuroscience -Digital Economy and Society -Artificial Intelligence and Robotics -- Autonomous Transportation -- Robots at Work -- Machine Cooperation and Coordination -- Intelligence Augmentation ---Virtual and Augmented Reality ---Electronics ---Workforce and Employment ---Human Enhancement ---Fourth Industrial Revolution ---Retail, Consumer Goods and Lifestyle ---Ageing ---Advanced Manufacturing and Production ---Future of Computing ---Healthcare Delivery -- Machine Learning and Predictive Systems -- AI Education and Awareness -- AI Ethics and Values -- AI Safety, Security and Standards -Virtual and Augmented Reality -Advanced Materials -3D Printing -Future of Computing -Biotechnology