{"slug": "ai-with-model-based-design-virtual-sensor-modeling", "title": "AI with Model-Based Design: Virtual Sensor Modeling", "summary": "MathWorks hosted a webinar demonstrating an end-to-end workflow for designing, training, and deploying AI-based virtual sensor models to embedded processors within a single environment. The session highlighted techniques for integrating AI models into Simulink for system-level simulation, applying formal verification to neural networks, and compressing models for reduced memory footprint and faster execution. Attendees learned how to generate library-free C code from AI models, perform processor-in-the-loop tests, and profile code performance to evaluate design tradeoffs.", "body_md": "This webinar presents a workflow offering end-to-end solutions for designing, training, validating and verifying, compressing, and deploying AI-based virtual sensor models to embedded processors within a single environment.\n\n**Highlights**\n\n- Integrate AI models into Simulink for system-level simulation, verification, and simulation-based testing\n- Apply formal verification techniques to assert neural network behavior\n- Compress the AI model for memory footprint reduction and execution speedup\n- Generate library-free C code from AI models and performing PIL tests\n- Profile code performance and evaluate design and model selection tradeoffs\n- Design and train AI-based virtual sensors using MATLAB", "url": "https://wpnews.pro/news/ai-with-model-based-design-virtual-sensor-modeling", "canonical_source": "https://content.knowledgehub.wiley.com/ai-with-model-based-design-virtual-sensor-modeling/", "published_at": "2026-05-25 10:00:01+00:00", "updated_at": "2026-05-25 15:21:31.920597+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "neural-networks", "ai-tools", "ai-products"], "entities": ["Simulink", "MATLAB", "Model-Based Design", "AI-based virtual sensor models", "PIL tests", "C code", "embedded processors", "formal verification"], "alternates": {"html": "https://wpnews.pro/news/ai-with-model-based-design-virtual-sensor-modeling", "markdown": "https://wpnews.pro/news/ai-with-model-based-design-virtual-sensor-modeling.md", "text": "https://wpnews.pro/news/ai-with-model-based-design-virtual-sensor-modeling.txt", "jsonld": "https://wpnews.pro/news/ai-with-model-based-design-virtual-sensor-modeling.jsonld"}}