Predictive Digital Twin
A hybrid simulation and machine-learning twin that represents current state and forecasts future behaviour.
Predictive Digital Twin
At a Glance
Private System
Digital Twins / Simulation
Completed
To be confirmed
To be confirmed
On Request
This system runs in a private environment. Implementation detail, data, and interfaces are withheld. A guided walkthrough can be arranged on request.
Overview
A hybrid simulation and machine-learning digital twin designed to represent the current state of an industrial system and forecast future behaviour using online operational data.
Architecture
Physical System
The industrial system itself.
Online Data
Live operational signals.
Digital Twin
State representation of the system.
Simulation + ML
Hybrid forecasting of behaviour.
Future State
Forecast used for scenario analysis.
Technologies
- Hybrid simulation
- Machine learning
- State estimation
Related Work.
Complex systems deserve intelligent solutions.
Engagements usually start with a narrow, well-defined operational problem and grow from there.