Duration
Digital Twins: Enhancing Model-based Design with AR, VR and MR
3 days
Outline
Digital Twin in Model-Based Engineering
- Application examples in operations optimisation, control system design, and predictive maintenance
- Cloud & deployment in production systems
Introduction to MATLAB & Simulink
- Analyse data for a digital twin
- Run a Simulink model and interpret results
Digital Twin Simulation
- Approaches to simulation: first principle, componentised, data-driven, simulators
- Generating synthetic data from simulations
Introduction to Simscape
- Create a model for a simple component
- Simulate an electrical fault in a motor
- The role Digital twins in Model Based Systems Engineering (MBSE) recap
Introduction to Data-Driven modelling
Digital Twin & AI
- Fit an ML (machine learning) model to create a surrogate model
- Detection
Digital Twin & VR-AR-MR
- Playback, co-sim, & integration workflows
- ROS (Robot Operating System) & ROS Toolbox
Programme scope, delivery arrangements and suitability are confirmed during enquiry.