Digital twin
A digital twin is an exact virtual copy of a physical object, process or system that receives real-time sensor data for analysis, forecasting and optimization.
Contents
What is a digital twin
A digital twin is an exact virtual copy of a physical object, process or system that works in real time. Unlike a static 3D model, a digital twin receives data from sensors of the real object and uses it for analysis, forecasting and optimization. In Russia, digital twins are used at critical information infrastructure (CII) facilities to monitor equipment and predict failures.
How a digital twin works
- Data collection — IoT sensors.
- Model creation — CAD/CAE models.
- Real-time synchronization.
- Analysis and forecasting — machine learning.
Types of digital twins
- Product twin — virtual copy of a product.
- Process twin — a model of a production or business process (digital twin of a process).
- System twin — a model of a whole plant.
- Infrastructure twin — buildings, bridges, transport networks.
- Human twin — a digital model of the human body.
Advantages and economic effect
Failure prediction, process optimization, cost reduction, safety, staff training, quality improvement.
Frequently asked questions
How is a digital twin different from a 3D model?
A 3D model is a static image. A digital twin is a dynamic system receiving real-time sensor data and analyzing it.
What technologies are used to create digital twins?
IoT sensors, CAD/CAE models, ML algorithms, cloud platforms and visualization systems.
Where are digital twins used in Russia?
Energy, industry, construction (BIM), transport and the public sector (smart cities).
Can a digital twin of a business process be created?
Yes, this is a process digital twin, created from BPMS data and process mining.
Is it difficult to implement a digital twin?
It is a complex project requiring sensors, data systems, models and training. Terms range from months to 2-3 years.
How does a digital twin help manage CII?
It predicts failures, models emergency situations and optimizes operations, improving reliability and reducing risks.
What data requirements exist for a digital twin?
High-quality real-time data, historical data, standardized formats, synchronization under 100 ms and CIPF protection.
Other terms in «Low-code»
Was this information helpful?
Digital twin
A digital twin is an exact virtual copy of a physical object, process or system that receives real-time sensor data for analysis, forecasting and optimization.
All categories
SintezM-T low-code platform
Low-code platform with certified OS and built-in virtualization.
Speed up development with Low-code
Speed up business application development with low-code platforms. Our experts will help you choose a tool and train your team.