人工智能保障驾驶舱和车内电子控制单元（ECU）的功能安全：从照明到驾驶员监控.pdf

1、AI-Assured Functional Safety for Cockpit and Interior ECUs:From Lighting to Driver MonitoringAbdul Salam AHardware Design Lead Engineer October 21,22&23,2025Agenda1.Why Interiors Are Safety-CriticalUnderstanding how cockpit systems evolved from comfort features to safety-relevant domains.2.ISO 26262

2、&SoTIF OverviewKey functional-safety and safety-of-the-intended-function frameworks shaping interior ECUs.3.Case Studies:Lighting,DMS/OMS,and AR-HUDReal-world examples demonstrating AI-assisted fault tolerance and fail-safe operation.4.AI Assurance&ExplainabilityEnsuring transparency,traceability,an

3、d compliance in AI-driven decision systems.5.Validation&Testing EvidenceHow simulation,HIL/MIL/AIL,and data-driven metrics verify safety readiness.6.Checklist Interior Safety ReadinessPractical 10-point evaluation before production release.7.Future Outlook:Software-Defined InteriorsThe convergence o

4、f AI,FuSa,and cybersecurity toward adaptive safety architectures.8.Key Takeaways&DiscussionSummary of insights and open Q&A session.Agenda FuSa(Functional Safety)ensures electrical and electronic systems operate safely.ISO 26262 defines requirements to prevent failures in critical operations.Builds

5、trust and transparency in complex AI-driven interior systems.Reduces unexpected incidents and unsafe behaviors through systematic validation.Ensures global compliance with ISO 26262 and SoTIF standards across cockpit and interior ECUs.Overall,FuSa minimizes accidents,builds public trust,and saves li

6、ves.From comfort and convenience to safety-critical performance in modern cockpits.RQ-1:Why is the transition from QM to ASIL-D significant for functional safety in the automotive industry?RQ-3:How can AI support fault detection,prediction,safety,and Interiors/ADAS development?RQ-4:How can integrate