Software / AI

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: 1SAE

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

Extracted from the PDF; charts and images may read imperfectly.