Functional Safety Complete Self-Assessment Guide
You’re not just managing risk. You’re preventing catastrophe. Every day without a structured, systematic approach to functional safety puts your systems, your team, and your organisation at risk. Failures aren’t just errors, they’re exposures. And stakeholders, auditors, and regulators see them as vulnerabilities that can cost millions, halt operations, or worse. But what if you had a step-by-step self-assessment framework used by top-tier safety engineers and global engineering firms to validate processes, close compliance gaps, and build ironclad safety architectures from the ground up? The Functional Safety Complete Self-Assessment Guide gives you exactly that. It’s not theory. It’s a practical, no-fluff toolkit that transforms ambiguity into clarity, turning your functional safety strategy from reactive to proactive-and auditable. One senior safety manager at a Tier-1 automotive supplier used this guide to lead his team through a full system audit in 14 days. His result? A 40% faster certification cycle and zero non-conformances during their ISO 26262 review. This isn’t about checking boxes. It’s about future-proofing your engineering integrity, meeting global standards with confidence, and positioning yourself as the go-to expert within your organisation. Here’s how this course is structured to help you get there.Course Format & Delivery Details The Functional Safety Complete Self-Assessment Guide is a comprehensive, self-paced digital program designed for working professionals in safety-critical industries. From aerospace to automotive, industrial automation to medical devices, this guide adapts to your real-world responsibilities-without demanding fixed schedules or excessive time commitments. Access & Flexibility
- Self-paced learning with immediate online access upon completion of enrollment
- On-demand structure with no fixed start dates or deadlines
- Lifetime access to all materials, including future updates at no extra cost
- 24/7 global availability across devices, fully optimised for desktop, tablet, and mobile
Built for engineers, managers, and safety officers, most users complete the core assessment framework in under 30 hours. Many report identifying critical improvement opportunities within just 72 hours of starting. Support & Certification
- Direct access to structured guidance and expert-reviewed templates throughout the program
- Step-by-step navigation with built-in progress tracking and milestone checkpoints
- Clear instructions for applying assessments to your organisation’s unique architecture and regulatory context
- Upon successful completion, you will receive a Certificate of Completion issued by The Art of Service, a globally recognised credential trusted by engineering firms, technology leaders, and certification bodies
This certificate validates your mastery of functional safety self-assessment principles and enhances your credibility when engaging with compliance teams, internal auditors, and external certification agencies. Transparent, Risk-Free Enrollment
Pricing is straightforward, with no hidden fees, subscriptions, or surprise costs. One inclusive payment grants full access to all current and future content. We accept all major payment methods, including Visa, Mastercard, and PayPal-ensuring fast, secure transaction processing worldwide. Enrollment comes with a full 90-day satisfaction guarantee. If you find the guide does not deliver the clarity, structure, and actionable insight promised, simply request a refund. No questions asked. After enrollment, you will receive a confirmation email. Once your course materials are prepared, you will be sent a separate access notification with instructions to begin your journey. Will This Work for Me?
Yes-even if you’ve never led a formal safety audit. This guide was developed by lead safety assessors with decades of combined experience across IEC 61508, ISO 26262, IEC 62304, and ISO 13849 environments. It’s been used successfully by electrical engineers transitioning into safety roles, software architects building safety-aware systems, and project managers preparing for certification audits. One systems engineer in robotics told us: “I was brought in to prepare for an SIL3 review with only two weeks’ notice. Using this guide, I structured my entire self-assessment, documented gaps, and trained my team. We passed the audit on the first attempt.” It works even if you don’t have a dedicated safety team, if your documentation is outdated, or if you’re new to functional safety standards. The step-by-step structure eliminates guesswork and builds your confidence module by module.
Module 1: Foundations of Functional Safety and Risk Management - Understanding functional safety in context
- Differentiating functional safety from general safety
- The role of risk assessment in safety lifecycle management
- Overview of risk reduction strategies
- Key terms: hazard, risk, hazard scenario, risk tolerance
- Tolerable risk and ALARP principles
- Application of safety integrity levels (SIL, ASIL, DAL)
- Industry-specific interpretations of safety performance
- Introduction to safety lifecycle models
- Differences between V-model, waterfall, and agile safety integration
- Role of organisational roles and responsibilities
- Importance of management of functional safety (FSM)
- Definition of safety culture and its impact on compliance
- Understanding competence and capability in safety engineering
- Common misconceptions about functional safety standards
Module 2: Core Functional Safety Standards and Regulatory Frameworks - IEC 61508: Overview and scope
- IEC 61511: Process industry applications
- ISO 26262: Automotive functional safety
- IEC 62304: Medical device software
- IEC 61513: Nuclear power instrumentation
- EN 50126, EN 50128, EN 50129: Rail systems
- Machinery Directive and IEC 60204
- Understanding harmonised standards and conformity
- Mapping local regulations to international standards
- Differences between prescriptive and performance-based standards
- Interpreting clause numbers and mandatory statements
- Annex content: informative vs normative sections
- Timing of standard revisions and impact on compliance
- How to stay updated on standard amendments
- Use of technical reports and application guides
Module 3: Safety Lifecycle and Phase Gate Management - Phase 1: Hazard identification and risk analysis
- Phase 2: Allocation of safety functions
- Phase 3: Specification of safety requirements
- Phase 4: Design and implementation of safety functions
- Phase 5: Integration and validation testing
- Phase 6: Operation and maintenance planning
- Phase 7: Decommissioning considerations
- Defining phase exit criteria
- Documentation requirements at each stage
- Traceability between lifecycle phases
- Role of safety plans and project initiation documents
- Inputs and outputs for each lifecycle stage
- Handling iteration and rework in the lifecycle
- Transitioning between development and operational phases
- Parallel processes in multi-system integration
Module 4: Hazard and Risk Assessment Techniques - Preliminary hazard analysis (PHA)
- HAZOP studies and applications
- FMEA and FMECA for failure modes
- FTA (Fault Tree Analysis) for root cause evaluation
- ETA (Event Tree Analysis) for consequence modelling
- Sepa (Structured What-If Technique)
- Hazard log creation and maintenance
- Identifying triggering events and initiating conditions
- Determining hazard severity categories
- Frequency and exposure estimation methods
- Combining severity and likelihood for risk ranking
- Use of risk matrices and risk graphs
- Acceptability thresholds per industry
- Justifying risk acceptance decisions
- Documentation of assumptions and simplifications
Module 5: Safety Requirements Specification and Traceability - Deriving safety requirements from hazard analysis
- Writing testable and unambiguous requirements
- Categorising safety requirements: functional, performance, architectural
- Specification of failure modes and response criteria
- Time constraints and diagnostic coverage requirements
- Operational modes and degraded functionality
- Safe state definition and transition logic
- Bidirectional traceability: top-down and bottom-up
- Traceability matrices: tools and best practices
- Linking requirements to design elements
- Mapping requirements to verification activities
- Handling changes: impact assessment and re-trace
- Version control for requirements documents
- Use of requirement management tools
- Audit readiness for requirement traceability
Module 6: System Architecture and Safety Design - Designing for fail-safe and fail-operational states
- Architectural patterns: redundancy, diversity, voting
- Use of 1oo2, 2oo3, and other voting configurations
- Separation of safety and non-safety functions
- Partitioning and isolation techniques
- Common cause failure (CCF) mitigation strategies
- Hardware fault tolerance concepts
- Software architectural considerations
- Safe boot and runtime self-diagnostics
- Detection and response to latent faults
- Design for testability and diagnostic coverage
- Memory protection and supervision mechanisms
- Watchdog timers and monitoring circuits
- Use of safety programmable logic controllers (PLCs)
- Interface design with fail-safe defaults
Module 7: Software Development for Functional Safety - Software safety lifecycle phases
- Requirements for software safety plans
- Programming language selection and restrictions
- Coding standards: MISRA, CERT, JSF, SPARK
- Static analysis tools and usage guidelines
- Dynamic testing and code coverage targets
- Unit testing with safety-specific oracles
- Integration testing for inter-component safety
- Use of formal methods in safety-critical software
- Verification of timing behaviour and latency
- Handling interrupts and exceptions safely
- Memory allocation and deallocation safety
- Concurrency and race condition prevention
- Secure software update mechanisms
- Software independence in V&V activities
Module 8: Verification and Validation Strategies - Difference between verification and validation
- Verification methods: inspection, analysis, demonstration
- Validation through operational testing
- Test planning and test case design
- Test levels: component, integration, system, acceptance
- Use of test benches and hardware-in-the-loop
- Simulation environments for safety testing
- Coverage criteria: statement, branch, MC/DC
- Documentation of test results and deviations
- Handling test failures and root cause correction
- Regression testing for safety patches
- Automated testing frameworks for safety regression
- Review of third-party component validation
- Demonstration of robustness under fault conditions
- Validation of safe state transitions
Module 9: Safety Case Development and Assurance Arguments - What is a safety case and when is it required?
- Structure of a goal-structuring notation (GSN)
- Top-level safety claims and refinement
- Argument patterns: fault avoidance, fault detection, fault tolerance
- Use of evidence: test reports, analyses, certificates
- Assurance levels and confidence building
- Handling uncertainty in safety arguments
- Traceability between argument elements and evidence
- Peer review and challenge of safety arguments
- Alignment with certification body expectations
- Cultural differences in argument acceptance
- Updates and maintenance of safety cases
- Use of argument management tools
- Modular construction of reusable arguments
- Presenting safety cases to auditors
Module 10: Certification and Compliance Audits - Preparing for notified body or registrar audits
- Difference between self-certification and third-party certification
- Selecting a certification body: accreditation and scope
- Audit planning and document submission
- Common non-conformities and how to avoid them
- Responses to corrective action requests (CARs)
- Internal audit preparation and mock assessments
- Checklist development for audit readiness
- Demonstrating compliance across teams and sites
- Handling auditor questions and technical challenges
- Post-audit improvement planning
- Understanding surveillance and recertification processes
- Leveraging certification for market access
- Maintaining certification over product lifecycle
- Building a culture of continuous compliance
Module 11: Functional Safety Management (FSM) and Organisational Maturity - Management of functional safety (MFS) requirements
- Defining safety policy and leadership commitment
- Resource allocation for safety activities
- Competence assessment and training plans
- Independence in safety verification and validation
- Appointment of safety managers and leads
- Safety review board and governance structures
- Risk management at executive level
- Use of safety performance indicators (SPIs)
- Audit and evaluation of FSM effectiveness
- Improvement of organisational safety maturity
- Integration with quality management systems
- Documentation of management decisions
- Handling safety incidents and near misses
- Escalation procedures for unresolved safety issues
Module 12: Quantitative Safety Analysis and Metrics - PFD (Probability of Failure on Demand) calculation
- PFH (Probability of Dangerous Failure per Hour)
- Safe failure fraction (SFF) determination
- Hardware fault tolerance (HFT) derivation
- Mission time and repair rate assumptions
- Use of failure rate databases (OREDA, MIL-HDBK-217)
- Beta factor method for common cause failure
- Markov models for complex system analysis
- Reliability block diagrams (RBDs)
- Diagnostic coverage estimation techniques
- Safe failure fraction targets per SIL
- Failure rate allocation to components
- Deriving SIL targets from risk graphs
- Credibility of quantitative safety claims
- Presenting quantitative results to non-technical stakeholders
Module 13: Human Factors and Operator Interaction - Role of human error in functional safety
- Designing for error prevention and mitigation
- Situation awareness in safety-critical operations
- Alarm system design and management
- Human machine interface (HMI) safety principles
- Ergonomic considerations in control rooms
- Audible and visual warnings: clarity and priority
- Procedures for manual intervention
- Training requirements for operators
- Task analysis for high-risk operations
- Recovery from abnormal states
- Use of checklists and guided procedures
- Supervisory control and automation levels
- Handover between automated and manual control
- Human factors in maintenance and testing
Module 14: Safety in Embedded Systems and Real-Time Environments - Real-time operating systems (RTOS) safety considerations
- Task scheduling and priority inversion risks
- Memory protection and secure execution environments
- Safe interrupt handling and context switching
- Timing constraints and deadline enforcement
- Latency and jitter analysis for safety responses
- Watchdog timer implementation strategies
- Bootloader security and integrity checks
- Use of trusted execution environments (TEE)
- DMA and peripheral access control
- Error detection in communication buses (CAN, FlexRay, Ethernet)
- End-to-end safety communication protocols
- Secure firmware update mechanisms
- Power-on self-test (POST) routines
- Runtime health monitoring and recovery
Module 15: Supply Chain and Third-Party Component Integration - Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Understanding functional safety in context
- Differentiating functional safety from general safety
- The role of risk assessment in safety lifecycle management
- Overview of risk reduction strategies
- Key terms: hazard, risk, hazard scenario, risk tolerance
- Tolerable risk and ALARP principles
- Application of safety integrity levels (SIL, ASIL, DAL)
- Industry-specific interpretations of safety performance
- Introduction to safety lifecycle models
- Differences between V-model, waterfall, and agile safety integration
- Role of organisational roles and responsibilities
- Importance of management of functional safety (FSM)
- Definition of safety culture and its impact on compliance
- Understanding competence and capability in safety engineering
- Common misconceptions about functional safety standards
Module 2: Core Functional Safety Standards and Regulatory Frameworks - IEC 61508: Overview and scope
- IEC 61511: Process industry applications
- ISO 26262: Automotive functional safety
- IEC 62304: Medical device software
- IEC 61513: Nuclear power instrumentation
- EN 50126, EN 50128, EN 50129: Rail systems
- Machinery Directive and IEC 60204
- Understanding harmonised standards and conformity
- Mapping local regulations to international standards
- Differences between prescriptive and performance-based standards
- Interpreting clause numbers and mandatory statements
- Annex content: informative vs normative sections
- Timing of standard revisions and impact on compliance
- How to stay updated on standard amendments
- Use of technical reports and application guides
Module 3: Safety Lifecycle and Phase Gate Management - Phase 1: Hazard identification and risk analysis
- Phase 2: Allocation of safety functions
- Phase 3: Specification of safety requirements
- Phase 4: Design and implementation of safety functions
- Phase 5: Integration and validation testing
- Phase 6: Operation and maintenance planning
- Phase 7: Decommissioning considerations
- Defining phase exit criteria
- Documentation requirements at each stage
- Traceability between lifecycle phases
- Role of safety plans and project initiation documents
- Inputs and outputs for each lifecycle stage
- Handling iteration and rework in the lifecycle
- Transitioning between development and operational phases
- Parallel processes in multi-system integration
Module 4: Hazard and Risk Assessment Techniques - Preliminary hazard analysis (PHA)
- HAZOP studies and applications
- FMEA and FMECA for failure modes
- FTA (Fault Tree Analysis) for root cause evaluation
- ETA (Event Tree Analysis) for consequence modelling
- Sepa (Structured What-If Technique)
- Hazard log creation and maintenance
- Identifying triggering events and initiating conditions
- Determining hazard severity categories
- Frequency and exposure estimation methods
- Combining severity and likelihood for risk ranking
- Use of risk matrices and risk graphs
- Acceptability thresholds per industry
- Justifying risk acceptance decisions
- Documentation of assumptions and simplifications
Module 5: Safety Requirements Specification and Traceability - Deriving safety requirements from hazard analysis
- Writing testable and unambiguous requirements
- Categorising safety requirements: functional, performance, architectural
- Specification of failure modes and response criteria
- Time constraints and diagnostic coverage requirements
- Operational modes and degraded functionality
- Safe state definition and transition logic
- Bidirectional traceability: top-down and bottom-up
- Traceability matrices: tools and best practices
- Linking requirements to design elements
- Mapping requirements to verification activities
- Handling changes: impact assessment and re-trace
- Version control for requirements documents
- Use of requirement management tools
- Audit readiness for requirement traceability
Module 6: System Architecture and Safety Design - Designing for fail-safe and fail-operational states
- Architectural patterns: redundancy, diversity, voting
- Use of 1oo2, 2oo3, and other voting configurations
- Separation of safety and non-safety functions
- Partitioning and isolation techniques
- Common cause failure (CCF) mitigation strategies
- Hardware fault tolerance concepts
- Software architectural considerations
- Safe boot and runtime self-diagnostics
- Detection and response to latent faults
- Design for testability and diagnostic coverage
- Memory protection and supervision mechanisms
- Watchdog timers and monitoring circuits
- Use of safety programmable logic controllers (PLCs)
- Interface design with fail-safe defaults
Module 7: Software Development for Functional Safety - Software safety lifecycle phases
- Requirements for software safety plans
- Programming language selection and restrictions
- Coding standards: MISRA, CERT, JSF, SPARK
- Static analysis tools and usage guidelines
- Dynamic testing and code coverage targets
- Unit testing with safety-specific oracles
- Integration testing for inter-component safety
- Use of formal methods in safety-critical software
- Verification of timing behaviour and latency
- Handling interrupts and exceptions safely
- Memory allocation and deallocation safety
- Concurrency and race condition prevention
- Secure software update mechanisms
- Software independence in V&V activities
Module 8: Verification and Validation Strategies - Difference between verification and validation
- Verification methods: inspection, analysis, demonstration
- Validation through operational testing
- Test planning and test case design
- Test levels: component, integration, system, acceptance
- Use of test benches and hardware-in-the-loop
- Simulation environments for safety testing
- Coverage criteria: statement, branch, MC/DC
- Documentation of test results and deviations
- Handling test failures and root cause correction
- Regression testing for safety patches
- Automated testing frameworks for safety regression
- Review of third-party component validation
- Demonstration of robustness under fault conditions
- Validation of safe state transitions
Module 9: Safety Case Development and Assurance Arguments - What is a safety case and when is it required?
- Structure of a goal-structuring notation (GSN)
- Top-level safety claims and refinement
- Argument patterns: fault avoidance, fault detection, fault tolerance
- Use of evidence: test reports, analyses, certificates
- Assurance levels and confidence building
- Handling uncertainty in safety arguments
- Traceability between argument elements and evidence
- Peer review and challenge of safety arguments
- Alignment with certification body expectations
- Cultural differences in argument acceptance
- Updates and maintenance of safety cases
- Use of argument management tools
- Modular construction of reusable arguments
- Presenting safety cases to auditors
Module 10: Certification and Compliance Audits - Preparing for notified body or registrar audits
- Difference between self-certification and third-party certification
- Selecting a certification body: accreditation and scope
- Audit planning and document submission
- Common non-conformities and how to avoid them
- Responses to corrective action requests (CARs)
- Internal audit preparation and mock assessments
- Checklist development for audit readiness
- Demonstrating compliance across teams and sites
- Handling auditor questions and technical challenges
- Post-audit improvement planning
- Understanding surveillance and recertification processes
- Leveraging certification for market access
- Maintaining certification over product lifecycle
- Building a culture of continuous compliance
Module 11: Functional Safety Management (FSM) and Organisational Maturity - Management of functional safety (MFS) requirements
- Defining safety policy and leadership commitment
- Resource allocation for safety activities
- Competence assessment and training plans
- Independence in safety verification and validation
- Appointment of safety managers and leads
- Safety review board and governance structures
- Risk management at executive level
- Use of safety performance indicators (SPIs)
- Audit and evaluation of FSM effectiveness
- Improvement of organisational safety maturity
- Integration with quality management systems
- Documentation of management decisions
- Handling safety incidents and near misses
- Escalation procedures for unresolved safety issues
Module 12: Quantitative Safety Analysis and Metrics - PFD (Probability of Failure on Demand) calculation
- PFH (Probability of Dangerous Failure per Hour)
- Safe failure fraction (SFF) determination
- Hardware fault tolerance (HFT) derivation
- Mission time and repair rate assumptions
- Use of failure rate databases (OREDA, MIL-HDBK-217)
- Beta factor method for common cause failure
- Markov models for complex system analysis
- Reliability block diagrams (RBDs)
- Diagnostic coverage estimation techniques
- Safe failure fraction targets per SIL
- Failure rate allocation to components
- Deriving SIL targets from risk graphs
- Credibility of quantitative safety claims
- Presenting quantitative results to non-technical stakeholders
Module 13: Human Factors and Operator Interaction - Role of human error in functional safety
- Designing for error prevention and mitigation
- Situation awareness in safety-critical operations
- Alarm system design and management
- Human machine interface (HMI) safety principles
- Ergonomic considerations in control rooms
- Audible and visual warnings: clarity and priority
- Procedures for manual intervention
- Training requirements for operators
- Task analysis for high-risk operations
- Recovery from abnormal states
- Use of checklists and guided procedures
- Supervisory control and automation levels
- Handover between automated and manual control
- Human factors in maintenance and testing
Module 14: Safety in Embedded Systems and Real-Time Environments - Real-time operating systems (RTOS) safety considerations
- Task scheduling and priority inversion risks
- Memory protection and secure execution environments
- Safe interrupt handling and context switching
- Timing constraints and deadline enforcement
- Latency and jitter analysis for safety responses
- Watchdog timer implementation strategies
- Bootloader security and integrity checks
- Use of trusted execution environments (TEE)
- DMA and peripheral access control
- Error detection in communication buses (CAN, FlexRay, Ethernet)
- End-to-end safety communication protocols
- Secure firmware update mechanisms
- Power-on self-test (POST) routines
- Runtime health monitoring and recovery
Module 15: Supply Chain and Third-Party Component Integration - Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Phase 1: Hazard identification and risk analysis
- Phase 2: Allocation of safety functions
- Phase 3: Specification of safety requirements
- Phase 4: Design and implementation of safety functions
- Phase 5: Integration and validation testing
- Phase 6: Operation and maintenance planning
- Phase 7: Decommissioning considerations
- Defining phase exit criteria
- Documentation requirements at each stage
- Traceability between lifecycle phases
- Role of safety plans and project initiation documents
- Inputs and outputs for each lifecycle stage
- Handling iteration and rework in the lifecycle
- Transitioning between development and operational phases
- Parallel processes in multi-system integration
Module 4: Hazard and Risk Assessment Techniques - Preliminary hazard analysis (PHA)
- HAZOP studies and applications
- FMEA and FMECA for failure modes
- FTA (Fault Tree Analysis) for root cause evaluation
- ETA (Event Tree Analysis) for consequence modelling
- Sepa (Structured What-If Technique)
- Hazard log creation and maintenance
- Identifying triggering events and initiating conditions
- Determining hazard severity categories
- Frequency and exposure estimation methods
- Combining severity and likelihood for risk ranking
- Use of risk matrices and risk graphs
- Acceptability thresholds per industry
- Justifying risk acceptance decisions
- Documentation of assumptions and simplifications
Module 5: Safety Requirements Specification and Traceability - Deriving safety requirements from hazard analysis
- Writing testable and unambiguous requirements
- Categorising safety requirements: functional, performance, architectural
- Specification of failure modes and response criteria
- Time constraints and diagnostic coverage requirements
- Operational modes and degraded functionality
- Safe state definition and transition logic
- Bidirectional traceability: top-down and bottom-up
- Traceability matrices: tools and best practices
- Linking requirements to design elements
- Mapping requirements to verification activities
- Handling changes: impact assessment and re-trace
- Version control for requirements documents
- Use of requirement management tools
- Audit readiness for requirement traceability
Module 6: System Architecture and Safety Design - Designing for fail-safe and fail-operational states
- Architectural patterns: redundancy, diversity, voting
- Use of 1oo2, 2oo3, and other voting configurations
- Separation of safety and non-safety functions
- Partitioning and isolation techniques
- Common cause failure (CCF) mitigation strategies
- Hardware fault tolerance concepts
- Software architectural considerations
- Safe boot and runtime self-diagnostics
- Detection and response to latent faults
- Design for testability and diagnostic coverage
- Memory protection and supervision mechanisms
- Watchdog timers and monitoring circuits
- Use of safety programmable logic controllers (PLCs)
- Interface design with fail-safe defaults
Module 7: Software Development for Functional Safety - Software safety lifecycle phases
- Requirements for software safety plans
- Programming language selection and restrictions
- Coding standards: MISRA, CERT, JSF, SPARK
- Static analysis tools and usage guidelines
- Dynamic testing and code coverage targets
- Unit testing with safety-specific oracles
- Integration testing for inter-component safety
- Use of formal methods in safety-critical software
- Verification of timing behaviour and latency
- Handling interrupts and exceptions safely
- Memory allocation and deallocation safety
- Concurrency and race condition prevention
- Secure software update mechanisms
- Software independence in V&V activities
Module 8: Verification and Validation Strategies - Difference between verification and validation
- Verification methods: inspection, analysis, demonstration
- Validation through operational testing
- Test planning and test case design
- Test levels: component, integration, system, acceptance
- Use of test benches and hardware-in-the-loop
- Simulation environments for safety testing
- Coverage criteria: statement, branch, MC/DC
- Documentation of test results and deviations
- Handling test failures and root cause correction
- Regression testing for safety patches
- Automated testing frameworks for safety regression
- Review of third-party component validation
- Demonstration of robustness under fault conditions
- Validation of safe state transitions
Module 9: Safety Case Development and Assurance Arguments - What is a safety case and when is it required?
- Structure of a goal-structuring notation (GSN)
- Top-level safety claims and refinement
- Argument patterns: fault avoidance, fault detection, fault tolerance
- Use of evidence: test reports, analyses, certificates
- Assurance levels and confidence building
- Handling uncertainty in safety arguments
- Traceability between argument elements and evidence
- Peer review and challenge of safety arguments
- Alignment with certification body expectations
- Cultural differences in argument acceptance
- Updates and maintenance of safety cases
- Use of argument management tools
- Modular construction of reusable arguments
- Presenting safety cases to auditors
Module 10: Certification and Compliance Audits - Preparing for notified body or registrar audits
- Difference between self-certification and third-party certification
- Selecting a certification body: accreditation and scope
- Audit planning and document submission
- Common non-conformities and how to avoid them
- Responses to corrective action requests (CARs)
- Internal audit preparation and mock assessments
- Checklist development for audit readiness
- Demonstrating compliance across teams and sites
- Handling auditor questions and technical challenges
- Post-audit improvement planning
- Understanding surveillance and recertification processes
- Leveraging certification for market access
- Maintaining certification over product lifecycle
- Building a culture of continuous compliance
Module 11: Functional Safety Management (FSM) and Organisational Maturity - Management of functional safety (MFS) requirements
- Defining safety policy and leadership commitment
- Resource allocation for safety activities
- Competence assessment and training plans
- Independence in safety verification and validation
- Appointment of safety managers and leads
- Safety review board and governance structures
- Risk management at executive level
- Use of safety performance indicators (SPIs)
- Audit and evaluation of FSM effectiveness
- Improvement of organisational safety maturity
- Integration with quality management systems
- Documentation of management decisions
- Handling safety incidents and near misses
- Escalation procedures for unresolved safety issues
Module 12: Quantitative Safety Analysis and Metrics - PFD (Probability of Failure on Demand) calculation
- PFH (Probability of Dangerous Failure per Hour)
- Safe failure fraction (SFF) determination
- Hardware fault tolerance (HFT) derivation
- Mission time and repair rate assumptions
- Use of failure rate databases (OREDA, MIL-HDBK-217)
- Beta factor method for common cause failure
- Markov models for complex system analysis
- Reliability block diagrams (RBDs)
- Diagnostic coverage estimation techniques
- Safe failure fraction targets per SIL
- Failure rate allocation to components
- Deriving SIL targets from risk graphs
- Credibility of quantitative safety claims
- Presenting quantitative results to non-technical stakeholders
Module 13: Human Factors and Operator Interaction - Role of human error in functional safety
- Designing for error prevention and mitigation
- Situation awareness in safety-critical operations
- Alarm system design and management
- Human machine interface (HMI) safety principles
- Ergonomic considerations in control rooms
- Audible and visual warnings: clarity and priority
- Procedures for manual intervention
- Training requirements for operators
- Task analysis for high-risk operations
- Recovery from abnormal states
- Use of checklists and guided procedures
- Supervisory control and automation levels
- Handover between automated and manual control
- Human factors in maintenance and testing
Module 14: Safety in Embedded Systems and Real-Time Environments - Real-time operating systems (RTOS) safety considerations
- Task scheduling and priority inversion risks
- Memory protection and secure execution environments
- Safe interrupt handling and context switching
- Timing constraints and deadline enforcement
- Latency and jitter analysis for safety responses
- Watchdog timer implementation strategies
- Bootloader security and integrity checks
- Use of trusted execution environments (TEE)
- DMA and peripheral access control
- Error detection in communication buses (CAN, FlexRay, Ethernet)
- End-to-end safety communication protocols
- Secure firmware update mechanisms
- Power-on self-test (POST) routines
- Runtime health monitoring and recovery
Module 15: Supply Chain and Third-Party Component Integration - Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Deriving safety requirements from hazard analysis
- Writing testable and unambiguous requirements
- Categorising safety requirements: functional, performance, architectural
- Specification of failure modes and response criteria
- Time constraints and diagnostic coverage requirements
- Operational modes and degraded functionality
- Safe state definition and transition logic
- Bidirectional traceability: top-down and bottom-up
- Traceability matrices: tools and best practices
- Linking requirements to design elements
- Mapping requirements to verification activities
- Handling changes: impact assessment and re-trace
- Version control for requirements documents
- Use of requirement management tools
- Audit readiness for requirement traceability
Module 6: System Architecture and Safety Design - Designing for fail-safe and fail-operational states
- Architectural patterns: redundancy, diversity, voting
- Use of 1oo2, 2oo3, and other voting configurations
- Separation of safety and non-safety functions
- Partitioning and isolation techniques
- Common cause failure (CCF) mitigation strategies
- Hardware fault tolerance concepts
- Software architectural considerations
- Safe boot and runtime self-diagnostics
- Detection and response to latent faults
- Design for testability and diagnostic coverage
- Memory protection and supervision mechanisms
- Watchdog timers and monitoring circuits
- Use of safety programmable logic controllers (PLCs)
- Interface design with fail-safe defaults
Module 7: Software Development for Functional Safety - Software safety lifecycle phases
- Requirements for software safety plans
- Programming language selection and restrictions
- Coding standards: MISRA, CERT, JSF, SPARK
- Static analysis tools and usage guidelines
- Dynamic testing and code coverage targets
- Unit testing with safety-specific oracles
- Integration testing for inter-component safety
- Use of formal methods in safety-critical software
- Verification of timing behaviour and latency
- Handling interrupts and exceptions safely
- Memory allocation and deallocation safety
- Concurrency and race condition prevention
- Secure software update mechanisms
- Software independence in V&V activities
Module 8: Verification and Validation Strategies - Difference between verification and validation
- Verification methods: inspection, analysis, demonstration
- Validation through operational testing
- Test planning and test case design
- Test levels: component, integration, system, acceptance
- Use of test benches and hardware-in-the-loop
- Simulation environments for safety testing
- Coverage criteria: statement, branch, MC/DC
- Documentation of test results and deviations
- Handling test failures and root cause correction
- Regression testing for safety patches
- Automated testing frameworks for safety regression
- Review of third-party component validation
- Demonstration of robustness under fault conditions
- Validation of safe state transitions
Module 9: Safety Case Development and Assurance Arguments - What is a safety case and when is it required?
- Structure of a goal-structuring notation (GSN)
- Top-level safety claims and refinement
- Argument patterns: fault avoidance, fault detection, fault tolerance
- Use of evidence: test reports, analyses, certificates
- Assurance levels and confidence building
- Handling uncertainty in safety arguments
- Traceability between argument elements and evidence
- Peer review and challenge of safety arguments
- Alignment with certification body expectations
- Cultural differences in argument acceptance
- Updates and maintenance of safety cases
- Use of argument management tools
- Modular construction of reusable arguments
- Presenting safety cases to auditors
Module 10: Certification and Compliance Audits - Preparing for notified body or registrar audits
- Difference between self-certification and third-party certification
- Selecting a certification body: accreditation and scope
- Audit planning and document submission
- Common non-conformities and how to avoid them
- Responses to corrective action requests (CARs)
- Internal audit preparation and mock assessments
- Checklist development for audit readiness
- Demonstrating compliance across teams and sites
- Handling auditor questions and technical challenges
- Post-audit improvement planning
- Understanding surveillance and recertification processes
- Leveraging certification for market access
- Maintaining certification over product lifecycle
- Building a culture of continuous compliance
Module 11: Functional Safety Management (FSM) and Organisational Maturity - Management of functional safety (MFS) requirements
- Defining safety policy and leadership commitment
- Resource allocation for safety activities
- Competence assessment and training plans
- Independence in safety verification and validation
- Appointment of safety managers and leads
- Safety review board and governance structures
- Risk management at executive level
- Use of safety performance indicators (SPIs)
- Audit and evaluation of FSM effectiveness
- Improvement of organisational safety maturity
- Integration with quality management systems
- Documentation of management decisions
- Handling safety incidents and near misses
- Escalation procedures for unresolved safety issues
Module 12: Quantitative Safety Analysis and Metrics - PFD (Probability of Failure on Demand) calculation
- PFH (Probability of Dangerous Failure per Hour)
- Safe failure fraction (SFF) determination
- Hardware fault tolerance (HFT) derivation
- Mission time and repair rate assumptions
- Use of failure rate databases (OREDA, MIL-HDBK-217)
- Beta factor method for common cause failure
- Markov models for complex system analysis
- Reliability block diagrams (RBDs)
- Diagnostic coverage estimation techniques
- Safe failure fraction targets per SIL
- Failure rate allocation to components
- Deriving SIL targets from risk graphs
- Credibility of quantitative safety claims
- Presenting quantitative results to non-technical stakeholders
Module 13: Human Factors and Operator Interaction - Role of human error in functional safety
- Designing for error prevention and mitigation
- Situation awareness in safety-critical operations
- Alarm system design and management
- Human machine interface (HMI) safety principles
- Ergonomic considerations in control rooms
- Audible and visual warnings: clarity and priority
- Procedures for manual intervention
- Training requirements for operators
- Task analysis for high-risk operations
- Recovery from abnormal states
- Use of checklists and guided procedures
- Supervisory control and automation levels
- Handover between automated and manual control
- Human factors in maintenance and testing
Module 14: Safety in Embedded Systems and Real-Time Environments - Real-time operating systems (RTOS) safety considerations
- Task scheduling and priority inversion risks
- Memory protection and secure execution environments
- Safe interrupt handling and context switching
- Timing constraints and deadline enforcement
- Latency and jitter analysis for safety responses
- Watchdog timer implementation strategies
- Bootloader security and integrity checks
- Use of trusted execution environments (TEE)
- DMA and peripheral access control
- Error detection in communication buses (CAN, FlexRay, Ethernet)
- End-to-end safety communication protocols
- Secure firmware update mechanisms
- Power-on self-test (POST) routines
- Runtime health monitoring and recovery
Module 15: Supply Chain and Third-Party Component Integration - Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Software safety lifecycle phases
- Requirements for software safety plans
- Programming language selection and restrictions
- Coding standards: MISRA, CERT, JSF, SPARK
- Static analysis tools and usage guidelines
- Dynamic testing and code coverage targets
- Unit testing with safety-specific oracles
- Integration testing for inter-component safety
- Use of formal methods in safety-critical software
- Verification of timing behaviour and latency
- Handling interrupts and exceptions safely
- Memory allocation and deallocation safety
- Concurrency and race condition prevention
- Secure software update mechanisms
- Software independence in V&V activities
Module 8: Verification and Validation Strategies - Difference between verification and validation
- Verification methods: inspection, analysis, demonstration
- Validation through operational testing
- Test planning and test case design
- Test levels: component, integration, system, acceptance
- Use of test benches and hardware-in-the-loop
- Simulation environments for safety testing
- Coverage criteria: statement, branch, MC/DC
- Documentation of test results and deviations
- Handling test failures and root cause correction
- Regression testing for safety patches
- Automated testing frameworks for safety regression
- Review of third-party component validation
- Demonstration of robustness under fault conditions
- Validation of safe state transitions
Module 9: Safety Case Development and Assurance Arguments - What is a safety case and when is it required?
- Structure of a goal-structuring notation (GSN)
- Top-level safety claims and refinement
- Argument patterns: fault avoidance, fault detection, fault tolerance
- Use of evidence: test reports, analyses, certificates
- Assurance levels and confidence building
- Handling uncertainty in safety arguments
- Traceability between argument elements and evidence
- Peer review and challenge of safety arguments
- Alignment with certification body expectations
- Cultural differences in argument acceptance
- Updates and maintenance of safety cases
- Use of argument management tools
- Modular construction of reusable arguments
- Presenting safety cases to auditors
Module 10: Certification and Compliance Audits - Preparing for notified body or registrar audits
- Difference between self-certification and third-party certification
- Selecting a certification body: accreditation and scope
- Audit planning and document submission
- Common non-conformities and how to avoid them
- Responses to corrective action requests (CARs)
- Internal audit preparation and mock assessments
- Checklist development for audit readiness
- Demonstrating compliance across teams and sites
- Handling auditor questions and technical challenges
- Post-audit improvement planning
- Understanding surveillance and recertification processes
- Leveraging certification for market access
- Maintaining certification over product lifecycle
- Building a culture of continuous compliance
Module 11: Functional Safety Management (FSM) and Organisational Maturity - Management of functional safety (MFS) requirements
- Defining safety policy and leadership commitment
- Resource allocation for safety activities
- Competence assessment and training plans
- Independence in safety verification and validation
- Appointment of safety managers and leads
- Safety review board and governance structures
- Risk management at executive level
- Use of safety performance indicators (SPIs)
- Audit and evaluation of FSM effectiveness
- Improvement of organisational safety maturity
- Integration with quality management systems
- Documentation of management decisions
- Handling safety incidents and near misses
- Escalation procedures for unresolved safety issues
Module 12: Quantitative Safety Analysis and Metrics - PFD (Probability of Failure on Demand) calculation
- PFH (Probability of Dangerous Failure per Hour)
- Safe failure fraction (SFF) determination
- Hardware fault tolerance (HFT) derivation
- Mission time and repair rate assumptions
- Use of failure rate databases (OREDA, MIL-HDBK-217)
- Beta factor method for common cause failure
- Markov models for complex system analysis
- Reliability block diagrams (RBDs)
- Diagnostic coverage estimation techniques
- Safe failure fraction targets per SIL
- Failure rate allocation to components
- Deriving SIL targets from risk graphs
- Credibility of quantitative safety claims
- Presenting quantitative results to non-technical stakeholders
Module 13: Human Factors and Operator Interaction - Role of human error in functional safety
- Designing for error prevention and mitigation
- Situation awareness in safety-critical operations
- Alarm system design and management
- Human machine interface (HMI) safety principles
- Ergonomic considerations in control rooms
- Audible and visual warnings: clarity and priority
- Procedures for manual intervention
- Training requirements for operators
- Task analysis for high-risk operations
- Recovery from abnormal states
- Use of checklists and guided procedures
- Supervisory control and automation levels
- Handover between automated and manual control
- Human factors in maintenance and testing
Module 14: Safety in Embedded Systems and Real-Time Environments - Real-time operating systems (RTOS) safety considerations
- Task scheduling and priority inversion risks
- Memory protection and secure execution environments
- Safe interrupt handling and context switching
- Timing constraints and deadline enforcement
- Latency and jitter analysis for safety responses
- Watchdog timer implementation strategies
- Bootloader security and integrity checks
- Use of trusted execution environments (TEE)
- DMA and peripheral access control
- Error detection in communication buses (CAN, FlexRay, Ethernet)
- End-to-end safety communication protocols
- Secure firmware update mechanisms
- Power-on self-test (POST) routines
- Runtime health monitoring and recovery
Module 15: Supply Chain and Third-Party Component Integration - Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- What is a safety case and when is it required?
- Structure of a goal-structuring notation (GSN)
- Top-level safety claims and refinement
- Argument patterns: fault avoidance, fault detection, fault tolerance
- Use of evidence: test reports, analyses, certificates
- Assurance levels and confidence building
- Handling uncertainty in safety arguments
- Traceability between argument elements and evidence
- Peer review and challenge of safety arguments
- Alignment with certification body expectations
- Cultural differences in argument acceptance
- Updates and maintenance of safety cases
- Use of argument management tools
- Modular construction of reusable arguments
- Presenting safety cases to auditors
Module 10: Certification and Compliance Audits - Preparing for notified body or registrar audits
- Difference between self-certification and third-party certification
- Selecting a certification body: accreditation and scope
- Audit planning and document submission
- Common non-conformities and how to avoid them
- Responses to corrective action requests (CARs)
- Internal audit preparation and mock assessments
- Checklist development for audit readiness
- Demonstrating compliance across teams and sites
- Handling auditor questions and technical challenges
- Post-audit improvement planning
- Understanding surveillance and recertification processes
- Leveraging certification for market access
- Maintaining certification over product lifecycle
- Building a culture of continuous compliance
Module 11: Functional Safety Management (FSM) and Organisational Maturity - Management of functional safety (MFS) requirements
- Defining safety policy and leadership commitment
- Resource allocation for safety activities
- Competence assessment and training plans
- Independence in safety verification and validation
- Appointment of safety managers and leads
- Safety review board and governance structures
- Risk management at executive level
- Use of safety performance indicators (SPIs)
- Audit and evaluation of FSM effectiveness
- Improvement of organisational safety maturity
- Integration with quality management systems
- Documentation of management decisions
- Handling safety incidents and near misses
- Escalation procedures for unresolved safety issues
Module 12: Quantitative Safety Analysis and Metrics - PFD (Probability of Failure on Demand) calculation
- PFH (Probability of Dangerous Failure per Hour)
- Safe failure fraction (SFF) determination
- Hardware fault tolerance (HFT) derivation
- Mission time and repair rate assumptions
- Use of failure rate databases (OREDA, MIL-HDBK-217)
- Beta factor method for common cause failure
- Markov models for complex system analysis
- Reliability block diagrams (RBDs)
- Diagnostic coverage estimation techniques
- Safe failure fraction targets per SIL
- Failure rate allocation to components
- Deriving SIL targets from risk graphs
- Credibility of quantitative safety claims
- Presenting quantitative results to non-technical stakeholders
Module 13: Human Factors and Operator Interaction - Role of human error in functional safety
- Designing for error prevention and mitigation
- Situation awareness in safety-critical operations
- Alarm system design and management
- Human machine interface (HMI) safety principles
- Ergonomic considerations in control rooms
- Audible and visual warnings: clarity and priority
- Procedures for manual intervention
- Training requirements for operators
- Task analysis for high-risk operations
- Recovery from abnormal states
- Use of checklists and guided procedures
- Supervisory control and automation levels
- Handover between automated and manual control
- Human factors in maintenance and testing
Module 14: Safety in Embedded Systems and Real-Time Environments - Real-time operating systems (RTOS) safety considerations
- Task scheduling and priority inversion risks
- Memory protection and secure execution environments
- Safe interrupt handling and context switching
- Timing constraints and deadline enforcement
- Latency and jitter analysis for safety responses
- Watchdog timer implementation strategies
- Bootloader security and integrity checks
- Use of trusted execution environments (TEE)
- DMA and peripheral access control
- Error detection in communication buses (CAN, FlexRay, Ethernet)
- End-to-end safety communication protocols
- Secure firmware update mechanisms
- Power-on self-test (POST) routines
- Runtime health monitoring and recovery
Module 15: Supply Chain and Third-Party Component Integration - Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Management of functional safety (MFS) requirements
- Defining safety policy and leadership commitment
- Resource allocation for safety activities
- Competence assessment and training plans
- Independence in safety verification and validation
- Appointment of safety managers and leads
- Safety review board and governance structures
- Risk management at executive level
- Use of safety performance indicators (SPIs)
- Audit and evaluation of FSM effectiveness
- Improvement of organisational safety maturity
- Integration with quality management systems
- Documentation of management decisions
- Handling safety incidents and near misses
- Escalation procedures for unresolved safety issues
Module 12: Quantitative Safety Analysis and Metrics - PFD (Probability of Failure on Demand) calculation
- PFH (Probability of Dangerous Failure per Hour)
- Safe failure fraction (SFF) determination
- Hardware fault tolerance (HFT) derivation
- Mission time and repair rate assumptions
- Use of failure rate databases (OREDA, MIL-HDBK-217)
- Beta factor method for common cause failure
- Markov models for complex system analysis
- Reliability block diagrams (RBDs)
- Diagnostic coverage estimation techniques
- Safe failure fraction targets per SIL
- Failure rate allocation to components
- Deriving SIL targets from risk graphs
- Credibility of quantitative safety claims
- Presenting quantitative results to non-technical stakeholders
Module 13: Human Factors and Operator Interaction - Role of human error in functional safety
- Designing for error prevention and mitigation
- Situation awareness in safety-critical operations
- Alarm system design and management
- Human machine interface (HMI) safety principles
- Ergonomic considerations in control rooms
- Audible and visual warnings: clarity and priority
- Procedures for manual intervention
- Training requirements for operators
- Task analysis for high-risk operations
- Recovery from abnormal states
- Use of checklists and guided procedures
- Supervisory control and automation levels
- Handover between automated and manual control
- Human factors in maintenance and testing
Module 14: Safety in Embedded Systems and Real-Time Environments - Real-time operating systems (RTOS) safety considerations
- Task scheduling and priority inversion risks
- Memory protection and secure execution environments
- Safe interrupt handling and context switching
- Timing constraints and deadline enforcement
- Latency and jitter analysis for safety responses
- Watchdog timer implementation strategies
- Bootloader security and integrity checks
- Use of trusted execution environments (TEE)
- DMA and peripheral access control
- Error detection in communication buses (CAN, FlexRay, Ethernet)
- End-to-end safety communication protocols
- Secure firmware update mechanisms
- Power-on self-test (POST) routines
- Runtime health monitoring and recovery
Module 15: Supply Chain and Third-Party Component Integration - Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Role of human error in functional safety
- Designing for error prevention and mitigation
- Situation awareness in safety-critical operations
- Alarm system design and management
- Human machine interface (HMI) safety principles
- Ergonomic considerations in control rooms
- Audible and visual warnings: clarity and priority
- Procedures for manual intervention
- Training requirements for operators
- Task analysis for high-risk operations
- Recovery from abnormal states
- Use of checklists and guided procedures
- Supervisory control and automation levels
- Handover between automated and manual control
- Human factors in maintenance and testing
Module 14: Safety in Embedded Systems and Real-Time Environments - Real-time operating systems (RTOS) safety considerations
- Task scheduling and priority inversion risks
- Memory protection and secure execution environments
- Safe interrupt handling and context switching
- Timing constraints and deadline enforcement
- Latency and jitter analysis for safety responses
- Watchdog timer implementation strategies
- Bootloader security and integrity checks
- Use of trusted execution environments (TEE)
- DMA and peripheral access control
- Error detection in communication buses (CAN, FlexRay, Ethernet)
- End-to-end safety communication protocols
- Secure firmware update mechanisms
- Power-on self-test (POST) routines
- Runtime health monitoring and recovery
Module 15: Supply Chain and Third-Party Component Integration - Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Assessing supplier competence in functional safety
- Defining safety requirements for purchased components
- Supplier evaluation checklists
- Review of vendor safety manuals and documentation
- Handling incomplete or missing supplier data
- Use of black box and grey box integration
- Assumption-based integration for uncertain components
- Allocation of safety integrity across subsystems
- Integration of commercial off-the-shelf (COTS) software
- Validation of third-party tool qualification
- Management of open-source software in safety systems
- Supplier audit preparation and checklists
- Negotiating safety deliverables in procurement
- Managing obsolescence and component lifecycle
- End-of-life planning for third-party components
Module 16: Safety in Software-Intensive and AI-Enabled Systems - Challenges of machine learning in safety contexts
- Determining safety boundaries for AI systems
- Data-driven functionality vs rule-based logic
- Validation of training data representativeness
- Testing for edge cases and out-of-distribution inputs
- Monitoring for concept drift and performance degradation
- Use of shadow mode and fallback mechanisms
- Defining operational design domain (ODD)
- Safety constraints in reinforcement learning
- Explainability and interpretability in AI decisions
- Audit trails for AI-generated outputs
- Runtime monitoring for anomaly detection
- Role of formal specification in AI systems
- Combining traditional safety functions with AI
- Future directions: ISO 21448 (SOTIF) and AI safety
Module 17: Practical Self-Assessment Methodology - Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Developing your custom self-assessment checklist
- Weighting criteria by impact and compliance criticality
- Scoring system design: qualitative vs quantitative
- Conducting gap analysis across lifecycle phases
- Root cause identification for process weaknesses
- Prioritisation of findings using risk-based matrices
- Developing actionable improvement plans
- Resource allocation for remediation efforts
- Setting measurable milestones and KPIs
- Stakeholder communication strategies
- Drafting executive summary reports
- Presenting findings to technical and non-technical teams
- Versioning and archiving self-assessment results
- Repeating assessments for continuous improvement
- Using results for certification readiness
Module 18: Advanced Topics in Functional Safety Engineering - Safety in wireless and IoT systems
- Cybersecurity and safety interaction (ISO/SAE 21434)
- Functional safety of electrical systems (FUSES)
- Mechatronic system safety integration
- Use of Bayesian networks for dynamic risk assessment
- Digital twins for safety simulation
- Safety in over-the-air (OTA) updates
- Functional safety in cloud-connected systems
- Safety validation in virtual and augmented reality
- Integration of prognostics and health management (PHM)
- Use of AI for predictive failure detection
- Safety in autonomous mobile robots (AMRs)
- Safety considerations in digitalisation and Industry 4.0
- Applying functional safety to new materials and actuation methods
- Future trends: AI safety, quantum computing implications
Module 19: Real-World Implementation and Case Studies - Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems
Module 20: Certification, Career Advancement, and Next Steps - Final review of self-assessment mastery
- Preparing your personal safety portfolio
- Using the Certificate of Completion for career leverage
- Listing credentials on LinkedIn and CVs
- Engaging with certification bodies and auditors
- Transitioning from practitioner to safety lead
- Mentoring others using this guide
- Contributing to internal safety standards
- Presenting findings to senior management
- Initiating internal audit programs
- Building a personal roadmap for continuous learning
- Accessing advanced training and professional certification
- Networking with functional safety professionals
- Contributing to standards development groups
- Leading safety transformation in your organisation
- Automotive: ADAS system compliance journey
- Medical: Infusion pump safety architecture review
- Industrial: SIL3 safety instrumented system audit
- Aerospace: DO-178C and DO-254 alignment
- Rail: ERTMS/ETCS Level 2 implementation
- Process: Chemical plant emergency shutdown (ESD) validation
- Robotics: Collaborative robot (cobot) risk assessment
- Mobility: Electric vehicle battery management system
- Energy: Wind turbine safety logic compliance
- Fuel cell system safety controls
- Autonomous agricultural machinery
- Surgical robotics software validation
- Nuclear control system upgrades
- Avionics flight control software
- Smart grid protection systems