Uploaded on Oct 31, 2022
PPT on Digital Twin Technology
DIGITAL TWIN TECHNOLOGY
DIGITAL
TWIN
TECHNOLOG
Y
What is Digital Twin?
A digital twin is a digital representation
of a physical object, process or service.
A digital twin can be a digital replica of
an object in the physical world, such as
a jet engine or wind farms, or even
larger items such as buildings or even
whole cities.
Source: www.twi-global.com
Replicate processes
The digital twin technology can be used
to replicate processes in order to collect
data to predict how they will perform.
Source: www.twi-global.com
How it perform?
A digital twin is, in essence, a computer
program that uses real world data to
create simulations that can predict how
a product or process will perform.
These programs can integrate the
internet of things (Industry 4.0), artificial
intelligence and software analytics to
enhance the output.
Source: www.twi-global.com
Machine learning
With the advancement of machine
learning and factors such as big data,
these virtual models have become a
staple in modern engineering to drive
innovation and improve performance.
Source: www.twi-global.com
Strategic technology
trends
In short, creating one can allow the
enhancement of strategic technology
trends, prevent costly failures in physical
objects and also, by using advanced
analytical, monitoring and predictive
capabilities, test processes and services.
Source: www.twi-global.com
How does a digital
twin work?
A digital twin begins its life being built
by specialists, often experts in data
science or applied mathematics.
These developers research the physics
that underlie the physical object or
system being mimicked and use that
data to develop a mathematical model
that simulates the real-world original in
digital space.
Source: www.networkworld.com
How does a digital
twin work cont.
The twin is constructed so that it can
receive input from sensors gathering
data from a real-world counterpart. This
allows the twin to simulate the physical
object in real time, in the process
offering insights into performance and
potential problems.
Source: www.networkworld.com
Physical counterpart
The twin could also be designed based
on a prototype of its physical
counterpart, in which case the twin can
provide feedback as the product is
refined; a twin could even serve as a
prototype itself before any physical
version is built.
Source: www.networkworld.com
Digital twin vs.
simulation
The terms simulation and digital twin are
often used interchangeably, but they are
different things.
A simulation is designed with a CAD
system or similar platform, and can be
put through its simulated paces, but
may not have a one-to-one analog with
a real physical object.
Source: www.networkworld.com
Digital-twin use
cases
The digital-twin examples we highlighted
above – the car and the cargo vessel –
provide a sense of potential use cases.
Objects such as aircraft engines, trains,
offshore oil platforms, and turbines can
be designed and tested digitally before
being physically produced.
Source: www.networkworld.com
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