ISO/PAS 21448:2019 – Safety of the Intended Functionality (SOTIF) Training Course
ISO/PAS 21448:2019, also known as Safety of the Intended Functionality (SOTIF), is a standard designed to address potential safety risks that arise from functional insufficiencies or misuse of advanced driver assistance systems (ADAS) and autonomous driving technologies.
This instructor-led, live training (online or onsite) is aimed at intermediate-level quality management professionals who wish to learn the concepts, scope, and application of SOTIF for designing, implementing, and verifying the safety of the intended functionality in advanced driver assistance systems (ADAS) and autonomous driving features.
By the end of this training, participants will be able to:
- Recognize potential functional insufficiencies and misuse scenarios.
- Conduct hazard analysis and classify them based on SOTIF principles.
- Integrate SOTIF requirements into the system design, development, and validation phases.
- Implement validation methods to handle edge cases and unforeseeable risks.
- Ensure continuous monitoring and post-deployment improvements to maintain safety.
- Identify and overcome challenges specific to new technologies and SOTIF processes.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline
Introduction to SOTIF and ISO/PAS 21448:2019
- Background and evolution of the standard
- Overview of ISO 26262 vs. ISO/PAS 21448
- Scope and purpose of SOTIF
Key Concepts and Definitions
- Safety of the Intended Functionality (SOTIF)
- Functional safety vs. SOTIF
- Terms: Hazard, Triggering Events, Safe State, and Unsafe State
SOTIF Process and Framework Overview
- Stages of the SOTIF life cycle
- Relationship between hazard analysis and risk assessment (HARA)
- Concept of controllability and situational awareness
Identifying and Classifying Hazards
- Potential hazards related to ADAS and automated driving
- Use cases and examples of functional insufficiencies
- Triggering events in real-world scenarios
Hazard Analysis and Risk Assessment (HARA)
- Techniques for identifying and evaluating risks
- Addressing unknown and foreseeable hazards
- Determining appropriate risk reduction measures
Design and Implementation for SOTIF Compliance
- System architecture with a focus on safety
- Software and hardware development considerations
- Integration of safety requirements into design phases
Verification and Validation Techniques
- Testing strategies: simulation, on-road testing, and field tests
- Systematic and random failure detection methods
- Validation of intended functionality in edge cases
Monitoring and Continuous Improvement
- Techniques for real-time monitoring of safety systems
- Collection and use of field data for refinement
- Post-deployment safety strategies
Documentation and Reporting Requirements
- SOTIF process documentation standards
- Key deliverables: Safety plan, safety case, and hazard reports
- Communication between stakeholders and regulatory compliance
SOTIF in Practice: Case Studies and Best Practices
- Review of SOTIF implementations in ADAS and autonomous driving systems
- Lessons learned from safety-critical incidents
- Best practices for maintaining SOTIF compliance
Future Trends and the Role of SOTIF in Autonomous Vehicles
- Evolution of standards and regulatory frameworks
- Trends in autonomous driving and safety technologies
- Relationship with other safety-related standards (ISO 26262, UNECE WP.29)
Summary and Next Steps
Requirements
- Basic knowledge of automotive systems
- Basic knowledge of system engineering processes and software development lifecycles
Audience
- Automotive safety engineers
- System and software engineers
- Functional safety managers
- Automotive project managers
- Quality management professionals
Open Training Courses require 5+ participants.
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