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Creating a Digital Twin for Cell to Pack Modelling [1 of 2] Virtual Cell Design: Accelerate design and chemistry exploration without physical prototypes. Optimized Pack Configuration: Tailor battery assembly to specific applications and use cases. Fleet-Wide Intelligence: Real-time monitoring of health and performance to get insight into fleet health and safety.
IMPROVING EFFICIENCY, REDUCING COSTS, AND ENHANCING THE RELIABILITY OF BATTERY SYSTEMS
Defining the What, Explaining the How, and Justifying the Why
The Three Pillars of a Digital Twin
What is a Digital Twin? A digital twin is a dynamic, virtual counterpart of a single physical asset, enabling real-time monitoring, simulation, and analysis [1].
Three Main Components:
How does it work? By leveraging data from sensors and other sources, digital twins can provide valuable insights into performance, predict potential issues, and optimize operations
Digital Representation: A virtual model including the asset's current state and usage history
What is the goal? Enhance products, processes, and systems by applying data science to combined real and simulated datasets
Source: [1]SAE
Physical Entity (Physical Twin): The actual asset being monitored
Data Model: The real-time connection allowing data flow, updates, visualization, and analysis between the physical and digital parts
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