Digital Twin -Static vs Dynamic, Data Driven model

How does a Digital Twin differ from a Digital Model?

• A Digital Model is a real-time counterpart of a physical asset, while a Digital Twin is not

• A Digital Twin continuously updates with real-time data, while a Digital Model does not

• A Digital Model and a Digital Twin are the same

• A Digital Twin does not require data from a real-world system

Which of the following is NOT a key component of a Digital Twin?

• Physical Asset

• Digital Replica

• Real-time Data Integration

• Static Design Blueprint

What is the primary purpose of a Digital Twin?

• To create a 3D visualization of a system

• To monitor, analyze, and optimize a physical system in real time

• To replace physical systems with digital ones

• To create marketing visuals for a product

In which industry are Digital Twins commonly used?

• Healthcare

• Manufacturing

• Smart Cities

• All of the above

How does a System Model relate to a Digital Twin?

• A System Model is a static blueprint, while a Digital Twin is dynamic

• A System Model cannot interact with real-world data, while a Digital Twin can

• A Digital Twin can use System Models for simulation and decision-making

• All of the above

Which of the following technologies enables Digital Twins?

• Internet of Things (IoT)

• Artificial Intelligence (AI)

• Cloud Computing

• All of the above

What is a key benefit of using a Digital Twin in manufacturing?

• Reduced downtime through predictive maintenance

• Increased manual labor

• Slower production processes

• More expensive production costs

How does a Digital Twin improve decision-making?

• By providing real-time insights and predictive analytics

• By replacing physical testing with only theoretical models

• By completely eliminating human involvement

• By working only in a virtual environment without real-world data

What is required to create a Digital Twin of a physical system?

• Sensors to collect real-time data

• A 3D printed model of the system

• Manual updates from engineers

• A blueprint without data integration

What is a Static Digital Twin?

• A digital representation that does not update in real-time

• A Digital Twin that continuously synchronizes with its physical counterpart

• A fully automated AI-driven system

• A temporary simulation used for testing