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Virtual Safety Assessment Dossier and Audit Evidence Package

30 Chapters
View Course Samples Online
01
Course overview
purpose, scope, and structure of a virtual safety assessment dossier and audit evidence package.
structureassessment
02
Regulatory and standards landscape
ISO 26262, ISO 21448, UL 4600, and audit expectations for virtual assessment evidence.
Regulatorystandards
03
Dossier architecture
defining the evidence package boundary, document hierarchy, and traceability model.
architecturedefining
04
Evidence identification
mapping safety goals, ASIL levels, and validation objectives to virtual assessment artifacts.
Evidenceidentification
05
Virtual assessment planning
defining scenarios, coverage metrics, and acceptance criteria for simulation-based safety evidence.
assessmentplanning
06
Simulation tool qualification
evidence for credibility, verification, and validation of simulation models and environments.
Simulationqualification
07
Scenario database management
versioning, parameterization, and traceability of scenario libraries used in assessment.
Scenariodatabase
08
Model-in-the-loop and software-in-the-loop evidence
capturing configuration, test results, and coverage reports.
Model-in-the-loopsoftware-in-the-loop
09
Hardware-in-the-loop evidence
integrating bench test data into the virtual assessment dossier.
Hardware-in-the-loopevidence
10
Data collection and logging
sensor data, ground truth, and simulation outputs as audit evidence.
collectionsimulation
11
Evidence integrity
checksums, digital signatures, and tamper-evident storage for audit packages.
Evidenceintegrity
12
Traceability matrix construction
linking requirements, scenarios, test cases, and results in the dossier.
Traceabilityconstruction
13
Coverage analysis evidence
scenario coverage, code coverage, and requirement coverage reports.
Coverageanalysis
14
Statistical evidence
sampling methods, confidence intervals, and statistical relevance for virtual assessment.
Statisticalevidence
15
Handling of assumptions and limitations
documenting model fidelity, operational design domain constraints, and residual risk.
Handlingassumptions
16
Audit evidence package structure
index, metadata, and navigation aids for auditors.
evidencestructure
17
Evidence review and approval workflow
roles, sign-offs, and change control within the dossier.
Evidenceapproval
18
Tool chain evidence
configuration management, build reproducibility, and tool versioning records.
evidenceconfiguration
19
Case study
building a dossier for an ADAS feature using scenario-based simulation evidence.
buildingADAS
20
Case study
assembling an audit evidence package for an autonomous emergency braking system.
assemblingevidence
21
Evidence for machine learning components
dataset documentation, training logs, and validation results.
Evidencecomponents
22
Virtual assessment of ODD boundaries
evidence for edge cases and corner cases.
assessmentODD
23
Integration with safety case
linking the dossier to GSN or other safety argument structures.
IntegrationGSN
24
Audit simulation
preparing for an external audit, common findings, and evidence gaps.
simulationpreparing
25
Evidence retention and archiving
long-term accessibility, format migration, and legal considerations.
Evidenceretention
26
Metrics and dashboards
visualizing evidence completeness and quality for stakeholders.
dashboardsvisualizing
27
Continuous assessment
updating the dossier for incremental releases and field monitoring feedback.
Continuousassessment
28
Practical exercise
drafting an evidence index and traceability matrix for a given virtual assessment scenario.
exercisedrafting
29
Practical exercise
conducting a gap analysis and remediation plan for an existing dossier.
exerciseconducting
30
Future trends
standardization of virtual evidence, AI-based evidence generation, and regulatory evolution.
standardizationevidence