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コース概要
Introduction to Autonomous Vehicle Safety
- Safety challenges in autonomous vehicle development
- Critical safety functions and failure modes
- Overview of functional safety standards (ISO 26262, SOTIF)
Safety Risk Assessment for Autonomous Vehicles
- Principles of risk assessment and hazard analysis
- Identifying critical failure points in AV systems
- Risk management frameworks and methodologies
Functional Safety Standards and Compliance
- ISO 26262: Functional Safety for Road Vehicles
- SOTIF (Safety of the Intended Functionality)
- ADAS safety considerations and compliance
Hazard Analysis and Risk Assessment (HARA)
- Performing HARA for autonomous driving functions
- Identifying potential hazards and accident scenarios
- Quantitative and qualitative risk analysis techniques
Safety Validation and Verification
- Testing safety-critical AV functions
- Simulation-based safety verification techniques
- Real-world safety validation using test vehicles
Advanced Risk Mitigation Strategies
- Redundancy and fail-safe mechanisms
- Safety monitoring and diagnostic systems
- Implementing fallback strategies and safe state transitions
Cybersecurity Considerations for AV Safety
- Integrating safety and cybersecurity strategies
- Detecting and mitigating cyber threats to AV systems
- Ensuring data integrity and secure communication
Case Studies and Best Practices
- Analysis of AV safety incidents and lessons learned
- Successful safety implementations in autonomous prototypes
- Workshop: Conducting a safety risk assessment for an AV scenario
Summary and Next Steps
要求
- Knowledge of automotive safety standards
- Understanding of autonomous vehicle technologies
- Experience in safety analysis and risk management
Audience
- Safety engineers working on autonomous vehicle projects
- Automotive safety professionals responsible for risk assessment
- R&D specialists focusing on safety compliance and validation
21 時間
