Digital twins are precise virtual representations of physical objects that use collected data from sensors to display information. They consist of a physical object, its virtual twin, and the data connection between them. By 2021, half of large industrial companies are expected to use digital twins, improving effectiveness by 10%. Digital twins have various applications and allow real-time updates, data analysis, and product optimization. However, they require constant sensor data, large datasets, and internet connectivity to achieve full accuracy.
Lists challenges including sensor dependency, data volume for accuracy, connectivity needs, predictive accuracy, reliance on 3D models, and security concerns.
Explores the scope of Digital Twins in healthcare, customer experience, agriculture, smart cities, and safety in transportation.
Emphasizes the importance of insights from connected data, stating that adopting Digital Twins is vital for competitive advantage.
“By 2021, halfof large industrial
companies will use digital twins,
resulting in those organizations
gaining a 10% improvement in
effectiveness”
-Gartner
3.
What is DigitalTwins?
A digital twin is a precise visualization of a physical object such as a product or
infrastructure component. They are typically used to display information about the
physical object collected with systems and sensors.
The digital twin concept model consists of three main parts: physical products in
real space,virtual products in virtual space the connected data that tie the
physical and virtual products together.
The stream of data that connects the digital twin and its physical counterpart is
called the digital thread.
5.
Present In DigitalTwin
Typically referred to as “IIoT” or the Industrial Internet of Things.
Operational Twins: It’s the data model using DT along with some level of data
integrity, allows operators to quickly serve data to the appropriate constituents and
applications no matter the analytical use case.
Operational Twins with Events:The Operational Digital Twin is the foundation to
these labeled events, the ML analysis can run across thousands of sensors and
over a decade's worth of data.
Advantages
Real time updateis available Anywhere or Collaboration
Constant data generated on which various statistical analysis can be done.
Improve or optimize given product or entity.
Reduce product defects and production costs.
Shorten time to release product.
Eliminates the use of symbols or numbers extracted from the visual information.
8.
Disadvantages or Challenges
Sensorsshould always be attached to the product in order to generate data.
Large Datasets are needed for better accuracy.
Internet Connectivity is needed.
Accuracy is only predicted not 100% confirmed.
Digital Twins concept is based on 3D CAD models and not on 2D drawings.
Security is at stake.
Our Contribution
Augmented Reality+ Digital Twin
Digital Twin + Agriculture
Smart City
Baby Digital Twin
Safety Risk of Bus, Train and Flight
12.
Conclusion
As humans andphysical objects are becoming increasingly connected, gaining
useful insights from the massive amount of data involved becomes extremely
important. Digital twin provides useful insights by creating a virtual space where
data can be visualized. As industries and businesses look at gaining a competitive
edge, adopting smart solutions such as digital twin becomes imperative to stay
ahead in the market.
Editor's Notes
#6 dtp
It contains the informational sets necessary to
describe and produce a physical version that duplicates or twins the virtual
version.
dti
his type of Digital Twin describes a specific
corresponding physical product that an individual Digital Twin remains linked to
throughout the life of that physical product.
(PDF) Origins of the Digital Twin Concept. Available from: https://www.researchgate.net/publication/307509727_Origins_of_the_Digital_Twin_Concept [accessed Sep 02 2018].
#10 A smart city platform provides a real time navigable model of a city center that includes underground structures such as water systems. Crews can inspect infrastructure and services from a remote location.
A surgeon navigates a digital visualization of a heart before operating on it.
Services directly offered to customers such as modeling fashions on a visual twin of a customer as part of customer experience.
#12 twins with business
connect those improvements to the income statement and balance sheet. To improve profitability and reduce risk, we need to store the relationship between the digital twin and financial models, people, and even process hazard information