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Digital Twins
Presented by:
Megha Agrawal
Mohit Parkhi
What are Digital Twins?
 Computer-based versions of anything that physically exists.
 Cloud based virtual image of your asset maintained throughout the lifecycle and
easily accessible at any time.
 Virtual copy of something real, modelled to behave realistically.
 One platform brings all the experts together providing powerful analysis, insight
and diagnostics.
Concept - Digital Informational Construct
Vision - Create, Test, Build
Origin of Digital Twin
 University of Michigan presentation originated by Dr. Grieves, called it
“Conceptual Ideal for PLM”.
 Elements of the Digital Twin
 There was a mirroring or twinning of systems between what existed in real
space to what existed in virtual space and vice versa.
 The Digital Twin has been adopted as a conceptual basis in the astronautics
and aerospace area in recent years by NASA.
Information Mirroring Model
Difference between CAD and Digital Twins!
Formal Definition and its Types
 Digital Twin is a set of virtual information constructs that fully describes a potential
or actual physical manufactured product from the micro atomic level to the macro
geometrical level. At its optimum, any information that could be obtained from
inspecting a physical manufactured product can be obtained from its Digital Twin.
 Digital Twins are of two types:
Digital Twin Prototype (DTP)
Digital Twin Instance (DTI)
 DT’s are operated on in a Digital Twin Environment (DTE).
TYPES
 Digital Twin Prototype (DTP)
 Digital Twin Instance (DTI)
 Digital Twin Aggregate (DTA)
Purpose
 Digital Twin Environment (DTE)- this is an integrated, multi-domain
physics application space for operating on Digital Twins for a variety
of purposes
 Predictive
 Interrogative
Working Of Digital Twins
Digital Twin Fulfillment Requirements
Unified Repository
Digital Twin Model Use Cases
The 3 C’s
Examples
 Efficiency-A wind farm
 Safety Risks-An aircraft engine
 Maintenance-A race car engine
 Assembly- A digital twin of an air conditioning unit
 Smart City- includes underground structures such as water systems
 Testing-A digital twin of a smart phone
 Design- 3D printer
 Healthcare-
 Robotics
 Performance Tuning- a spacecraft is tuned from Earth
 Customer Experience- modeling fashions on a visual twin of a customer
 Any Physical entity
 Software
 GE
 Black & Decker
 PLM : the main reason for its inception.
Product Lifecycle Management
 Challenging conventions through Digital Twins Concept and transform
manufacturing.
 6 step process being introduced to this concept.
Disadvantages
 Dependent on internet connectivity
 Security is at stake.
 Digital Twins concept is based on 3D CAD models and not on 2D drawings.
 39% of design work produces 2D drawings, 27% 3D models and 34% both 2D
drawings and 3D models. 2D drawings automatically generated from 3D CAD
models are important as there is more software development on 2D drawing
capability.
 A digital twin will be required across entire supply chains.
 The challenges here involve globalization and new manufacturing techniques.
Managing all these design data for digital twin amongst partners and suppliers as
the physical product evolves will be a challenge.
Scope
 Scalability
 DMDII
 Humanoid
 Completely 3D approach
 Interfaces and Maps
References
 https://www.youtube.com/watch?v=xcS9tlc6ZYE
 Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex
Systems (Excerpt) Dr. Michael Grieves and John Vickers
 https://youtu.be/gK5sHDfBMP4

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Digital twins ppt

  • 1. Digital Twins Presented by: Megha Agrawal Mohit Parkhi
  • 2. What are Digital Twins?  Computer-based versions of anything that physically exists.  Cloud based virtual image of your asset maintained throughout the lifecycle and easily accessible at any time.  Virtual copy of something real, modelled to behave realistically.  One platform brings all the experts together providing powerful analysis, insight and diagnostics.
  • 3.
  • 4. Concept - Digital Informational Construct Vision - Create, Test, Build
  • 5. Origin of Digital Twin  University of Michigan presentation originated by Dr. Grieves, called it “Conceptual Ideal for PLM”.  Elements of the Digital Twin  There was a mirroring or twinning of systems between what existed in real space to what existed in virtual space and vice versa.  The Digital Twin has been adopted as a conceptual basis in the astronautics and aerospace area in recent years by NASA.
  • 7. Difference between CAD and Digital Twins!
  • 8. Formal Definition and its Types  Digital Twin is a set of virtual information constructs that fully describes a potential or actual physical manufactured product from the micro atomic level to the macro geometrical level. At its optimum, any information that could be obtained from inspecting a physical manufactured product can be obtained from its Digital Twin.  Digital Twins are of two types: Digital Twin Prototype (DTP) Digital Twin Instance (DTI)  DT’s are operated on in a Digital Twin Environment (DTE).
  • 9. TYPES  Digital Twin Prototype (DTP)  Digital Twin Instance (DTI)  Digital Twin Aggregate (DTA)
  • 10. Purpose  Digital Twin Environment (DTE)- this is an integrated, multi-domain physics application space for operating on Digital Twins for a variety of purposes  Predictive  Interrogative
  • 12.
  • 13. Digital Twin Fulfillment Requirements Unified Repository
  • 14. Digital Twin Model Use Cases The 3 C’s
  • 15. Examples  Efficiency-A wind farm  Safety Risks-An aircraft engine  Maintenance-A race car engine  Assembly- A digital twin of an air conditioning unit  Smart City- includes underground structures such as water systems  Testing-A digital twin of a smart phone  Design- 3D printer  Healthcare-  Robotics  Performance Tuning- a spacecraft is tuned from Earth  Customer Experience- modeling fashions on a visual twin of a customer  Any Physical entity  Software  GE  Black & Decker  PLM : the main reason for its inception.
  • 16.
  • 17. Product Lifecycle Management  Challenging conventions through Digital Twins Concept and transform manufacturing.  6 step process being introduced to this concept.
  • 18.
  • 19. Disadvantages  Dependent on internet connectivity  Security is at stake.  Digital Twins concept is based on 3D CAD models and not on 2D drawings.  39% of design work produces 2D drawings, 27% 3D models and 34% both 2D drawings and 3D models. 2D drawings automatically generated from 3D CAD models are important as there is more software development on 2D drawing capability.  A digital twin will be required across entire supply chains.  The challenges here involve globalization and new manufacturing techniques. Managing all these design data for digital twin amongst partners and suppliers as the physical product evolves will be a challenge.
  • 20. Scope  Scalability  DMDII  Humanoid  Completely 3D approach  Interfaces and Maps
  • 21. References  https://www.youtube.com/watch?v=xcS9tlc6ZYE  Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems (Excerpt) Dr. Michael Grieves and John Vickers  https://youtu.be/gK5sHDfBMP4