This webinar explores how AI‑primarily based digital sensors can be utilized to estimate alerts which might be tough or expensive to measure, comparable to battery state of cost (SOC) in Battery Administration Techniques. Utilizing a sensible instance, the session demonstrates how AI fashions will be built-in into system‑degree design and validated in opposition to efficiency, useful resource, and deployment constraints.
The workflow exhibits the best way to design, confirm, compress, and deploy AI‑primarily based digital sensors to embedded processors inside a single setting.
You’ll discover ways to:
- Combine AI fashions into Simulink® for system‑degree simulation and verification
- Apply formal verification to evaluate neural community conduct
- Optimize fashions for reminiscence footprint and execution pace
- Generate and profile library‑free C code for embedded deployment
- Consider design tradeoffs throughout accuracy, efficiency, and deployment targets
