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model-based
safety analysis
framework
for the
aerospace
industry
ANZEN PUBLIC
Who are we?
2
ANZEN PUBLIC
System, safety and
reliability experts
✓ Highly experienced system-safety & reliability
engineers
✓ Specialization in complying with the highest quality
standards for safety/availability critical missions
Specialization
✓ Complex electronics
✓ Safety Critical Systems
✓ Autonomous & software
defined systems
Digitalization of
systems engineering
✓ Development and extension of model-based software
tools for digitalization of the system & safety
engineering process
Outline
• Introduction to digital engineering
• ATICA, our safety engineering hub
• ATICA4Capella
• Use case example: eVTOL vehicle
• Wrap-up and next steps
3
ANZEN PUBLIC
The systems engineering process
ANZEN PUBLIC 4
Model Based
Systems Engineering (MBSE)
Model
Based
Design
(MBD)
Digital
Twin
Model Based Safety Analysis
Mission
concept
System
design
Sub-system /
components
Use of digital tools to support the systems engineering process
Requirement management
tools
✓ Software data base
✓ Enhanced traceability
✓ Customization and reuse
Model Based System
Engineering
✓ Interoperability with
requirement tools
✓ Systems architecture
Model Based Design
✓ Interoperability with MBSE
✓ Systems prototyping and
detailed definition
✓ Simulation
✓ Automatic code generation
Digital Twin
✓ Enhanced virtual
representation of the
system
✓ Multi-physics simulation
✓ Operational scenarios
Product Life cycle
management
✓ Configuration
management and version
control
Model Based Safety
Analysis
✓ Interoperability
✓ Centralized source of
information
✓ Semi-automated analysis
and documentation
Framework and tools
ANZEN PUBLIC 5
Model Based
Systems Engineering (MBSE)
Model
Based
Design
(MBD)
Digital
Twin
Mathworks
Simulink
Mathworks
SystemComposer
Mathworks
RequirementsToolbox
Mathworks
Simscape
IBM
DOORS
IBM
RHAPSODY
ANSYS
SCADE
CAMEO
Systems Modeler
SIEMENS
TEAMCENTER
SIEMENS
POLARION
CAPELLA
Model Based Safety Analysis
Use of digital tools to support the systems engineering process
Framework and tools
ANZEN PUBLIC 6
Model Based
Systems Engineering (MBSE)
Model
Based
Design
(MBD)
Digital
Twin
Model Based Safety Analysis
ATICA Framework
ATICA
@reqs
ATICA
@mbsa
ATICA
@fdir
ATICA @rpf
ATICA @dt
ATICA
@mbd
ATICA, our safety engineering hub
ANZEN PUBLIC 7
ATICA
MBSA
Safety & Reliability
Analysis Backends
Requirements
Product Lifecycle
Management
Model Based Systems
Engineering
Model Based Design and
Simulation
atica4capella
On going
On going
prospect
prospect
CAMEO
CAPELLA
SIMULINK
SCADE
RHAPSODY
DOORS TEAM
CENTER JAMA
TEAM
CENTER
WIND
CHILL
SES
STUDIO
Outline
• Introduction to digital engineering
• ATICA, our safety engineering hub
• ATICA4Capella
• Use case example: eVTOL vehicle
• Wrap-up and next steps
8
ANZEN PUBLIC
Digitally-assisted design for safety
9
Operational
analysis
Systems
analysis
Logical
architectures
Physical
architecture
Design and
simulation
Model-based
systems engineering
(Arcadia)
Stakeholder
needs
Functional
requirements
System
requirements
Implementation
requirements
Requirement
management
Certification basis
/ SORA
Functional
Hazard Analysis
Fault Tree Analysis,
FMEA / FMECA
Reliability
Prediction
Model-based
safety analysis
(Atica)
V&V
requirements
System
integrator
Equipment
manufacturer
System
Operators
Safety
assessment
process on civil
airborne systems
ARP-4761
ANZEN PUBLIC
Tailored to ARP-4754A,
INCOSE, etc.
ATICA4Capella | MBSA toolset
10
ATICA
Model Based Safety Analysis
Model Based Systems
Engineering
Capella / Arcadia
MBSE front end ATICA4Capella
Safety metamodel plugin
ARP-4761
Safety methodology
- Integrated in
Capella/Arcadia
- Aligned with ARP-4761
Safety ontology:
- Failure Condition
- Functional Failure
- Failure Mode
Fault Tree Analysis Backend
Markov chain Backend
Probabilistic analysis Backend
Safety & Reliability
Analysis
Backends
ANZEN PUBLIC
Tailored to ARP-4754A,
INCOSE, etc.
ATICA4Capella
A Capella addon for model-based safety analysis
Pre-requisites (Capella versions)
• Capella 5.2 (nightly release)
• Capella 6+
ANZEN PUBLIC 11
Compatibility with other addons
• Requirements viewpoint
• M2Doc
anzenengineering.com/atica4capella-download/
ATICA4Capella | Safety metamodel
ANZEN PUBLIC 12
FHA
FTA
FMES /
FMECA
ATICA4Capella | Functional breakdown
ANZEN PUBLIC 13
System functions (functional breakdown)
Automatic document
generation based on
pre-defined templates
System analysis
Functional
Requirements
Functional
Hazard Analysis
System
requirements
ATICA4Capella | Functional breakdown
ANZEN PUBLIC 14
System functions (functional breakdown)
Tested with Capella 6.1
ATICA4Capella |
ANZEN PUBLIC 15
Model Based Safety Analysis
Functional Hazard Analysis (FHA)
System analysis
Functional
Requirements
FHA
System requirements
Functional Chains and Failure Conditions
ATICA4Capella |
ANZEN PUBLIC 16
Model Based Safety Analysis
Functional Hazard Analysis (FHA)
Functional Chains and Failure Conditions
ANZEN PUBLIC 17
Aligned with
ARP4761
prescriptions
FHA
ATICA4Capella | Model Based Safety Analysis
Functional Hazard Analysis (FHA)
Automatic report
generation
based on
template
ANZEN PUBLIC 18
ATICA4Capella | Model Based Safety Analysis
Fault tree analysis and FMEA
Logical and physical architectures
Enhanced
traceability from
conceptual
design to
implementation
Outline
• Introduction to digital engineering
• ATICA, our safety engineering hub
• ATICA4Capella
• Use case example: eVTOL vehicle
• Wrap-up and next steps
19
ANZEN PUBLIC
eVTOL mission description
20
❑ Autonomous vehicle
❑ 4 passengers
❑ Vertical take-off and landing
❑ Urban mobility
❑ 150km range / 1h autonomy
Stakeholder
needs
ANZEN PUBLIC
Operational Analysis
eVTOL Operational Concept
21
Stakeholder
needs
Certification basis
Functional
requirements
Analysis of Operational Capabilities
ANZEN PUBLIC
System analysis
eVTOL System Analysis
22
Functional
Requirements
Mission and system capabilities
ANZEN PUBLIC
System analysis
eVTOL System Analysis
23
Functional
Requirements
FHA
System
requirements
Mode diagram
ANZEN PUBLIC
System analysis
eVTOL System Analysis
24
Functional
Requirements
FHA
System
requirements
System functions (functional breakdown)
ANZEN PUBLIC
System analysis
eVTOL System Analysis
25
Functional
Requirements
FHA
System
requirements
System functions (system architecture)
ANZEN PUBLIC
System analysis
eVTOL System Analysis
26
Functional
Requirements
FHA
System
requirements
System functions (functional chains)
ANZEN PUBLIC
System analysis
eVTOL Functional Hazard Analysis
27
Functional
Requirements
FHA
System
requirements
Functional Hazard Analysis
ANZEN PUBLIC
System analysis
eVTOL Functional Hazard Analysis
28
Functional
Requirements
FHA
System
requirements
Functional Hazard Analysis (Failure Conditions)
ANZEN PUBLIC
eVTOL Functional Hazard Analysis
29
Aligned with
ARP4761
prescriptions
FHA
ANZEN PUBLIC
ANZEN PUBLIC 30
ATICA4Capella | Model Based Safety Analysis
Automatic document generation
Automatic document generation (right)
based on pre-defined (fully customizable) templates (left)
Outline
• Introduction to digital engineering
• ATICA, our safety engineering hub
• ATICA4Capella
• Use case example: eVTOL vehicle
• Wrap-up and next steps
31
ANZEN PUBLIC
Import (export) from (to) file
32
ANZEN PUBLIC
New Feature
Under consolidation
ATICA4Capella &
Requirements Viewpoint
33
Prob < 1e-9 h-1
ANZEN PUBLIC
New Feature
Under consolidation
One of the failure conditions
associated to the system
function is catastrophic
Requirements associated to
the failure condition, to be
verified by safety analysis
Requirements associated to
the system function, to be
considered for design
(Semi) automated safety analysis
ANZEN PUBLIC 34
35
ANZEN PUBLIC
Fault Tree Analysis and Cut Sets
ATICA4Capella
New Feature
Under consolidation
36
Cut Sets
ATICA4Capella
Results visualization directly
available in Capella and linked to
model elements
ANZEN PUBLIC
New Feature
Under consolidation
Fault Tree Analysis
37
Limited visualization features,
improvement on going
ATICA4Capella
Example from ARP-4761
• Failure of all three engines is catastrophic
Voter Voter
Voter
Backup OBC PSU 4 Engine 3
ANZEN PUBLIC
New Feature
Under consolidation
Failure
condition
Failure
modes
Key takeaways
ATICA4CAPELLA is a Capella add-on for safety analysis
✓ Especially conceived for the aerospace industry but applicable to other sectors
• ATICA safety metamodel complies with ARP-4761
• The framework can be tailored to meet specific use-cases and company policies
✓ Trial version available, compatible with Capella versions 5.2 and 6+
• Presentation of system analysis and FHA
• Advanced features under consolidation: Fault Tree Analysis, FMECA
ANZEN PUBLIC 38
anzenengineering.com/
atica4capella-download/
39
Pablo Lopez Negro
ATICA Product Owner
pablolopez@anzenengineering.com
Luis Cárdenas
MBSE Engineer
luiscardenas@anzenengineering.com
ANZEN PUBLIC

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Model-based safety analysis framework

  • 1. | Last updated: 08/09/2023 model-based safety analysis framework for the aerospace industry ANZEN PUBLIC
  • 2. Who are we? 2 ANZEN PUBLIC System, safety and reliability experts ✓ Highly experienced system-safety & reliability engineers ✓ Specialization in complying with the highest quality standards for safety/availability critical missions Specialization ✓ Complex electronics ✓ Safety Critical Systems ✓ Autonomous & software defined systems Digitalization of systems engineering ✓ Development and extension of model-based software tools for digitalization of the system & safety engineering process
  • 3. Outline • Introduction to digital engineering • ATICA, our safety engineering hub • ATICA4Capella • Use case example: eVTOL vehicle • Wrap-up and next steps 3 ANZEN PUBLIC
  • 4. The systems engineering process ANZEN PUBLIC 4 Model Based Systems Engineering (MBSE) Model Based Design (MBD) Digital Twin Model Based Safety Analysis Mission concept System design Sub-system / components Use of digital tools to support the systems engineering process Requirement management tools ✓ Software data base ✓ Enhanced traceability ✓ Customization and reuse Model Based System Engineering ✓ Interoperability with requirement tools ✓ Systems architecture Model Based Design ✓ Interoperability with MBSE ✓ Systems prototyping and detailed definition ✓ Simulation ✓ Automatic code generation Digital Twin ✓ Enhanced virtual representation of the system ✓ Multi-physics simulation ✓ Operational scenarios Product Life cycle management ✓ Configuration management and version control Model Based Safety Analysis ✓ Interoperability ✓ Centralized source of information ✓ Semi-automated analysis and documentation
  • 5. Framework and tools ANZEN PUBLIC 5 Model Based Systems Engineering (MBSE) Model Based Design (MBD) Digital Twin Mathworks Simulink Mathworks SystemComposer Mathworks RequirementsToolbox Mathworks Simscape IBM DOORS IBM RHAPSODY ANSYS SCADE CAMEO Systems Modeler SIEMENS TEAMCENTER SIEMENS POLARION CAPELLA Model Based Safety Analysis Use of digital tools to support the systems engineering process
  • 6. Framework and tools ANZEN PUBLIC 6 Model Based Systems Engineering (MBSE) Model Based Design (MBD) Digital Twin Model Based Safety Analysis ATICA Framework ATICA @reqs ATICA @mbsa ATICA @fdir ATICA @rpf ATICA @dt ATICA @mbd
  • 7. ATICA, our safety engineering hub ANZEN PUBLIC 7 ATICA MBSA Safety & Reliability Analysis Backends Requirements Product Lifecycle Management Model Based Systems Engineering Model Based Design and Simulation atica4capella On going On going prospect prospect CAMEO CAPELLA SIMULINK SCADE RHAPSODY DOORS TEAM CENTER JAMA TEAM CENTER WIND CHILL SES STUDIO
  • 8. Outline • Introduction to digital engineering • ATICA, our safety engineering hub • ATICA4Capella • Use case example: eVTOL vehicle • Wrap-up and next steps 8 ANZEN PUBLIC
  • 9. Digitally-assisted design for safety 9 Operational analysis Systems analysis Logical architectures Physical architecture Design and simulation Model-based systems engineering (Arcadia) Stakeholder needs Functional requirements System requirements Implementation requirements Requirement management Certification basis / SORA Functional Hazard Analysis Fault Tree Analysis, FMEA / FMECA Reliability Prediction Model-based safety analysis (Atica) V&V requirements System integrator Equipment manufacturer System Operators Safety assessment process on civil airborne systems ARP-4761 ANZEN PUBLIC Tailored to ARP-4754A, INCOSE, etc.
  • 10. ATICA4Capella | MBSA toolset 10 ATICA Model Based Safety Analysis Model Based Systems Engineering Capella / Arcadia MBSE front end ATICA4Capella Safety metamodel plugin ARP-4761 Safety methodology - Integrated in Capella/Arcadia - Aligned with ARP-4761 Safety ontology: - Failure Condition - Functional Failure - Failure Mode Fault Tree Analysis Backend Markov chain Backend Probabilistic analysis Backend Safety & Reliability Analysis Backends ANZEN PUBLIC Tailored to ARP-4754A, INCOSE, etc.
  • 11. ATICA4Capella A Capella addon for model-based safety analysis Pre-requisites (Capella versions) • Capella 5.2 (nightly release) • Capella 6+ ANZEN PUBLIC 11 Compatibility with other addons • Requirements viewpoint • M2Doc anzenengineering.com/atica4capella-download/
  • 12. ATICA4Capella | Safety metamodel ANZEN PUBLIC 12 FHA FTA FMES / FMECA
  • 13. ATICA4Capella | Functional breakdown ANZEN PUBLIC 13 System functions (functional breakdown) Automatic document generation based on pre-defined templates System analysis Functional Requirements Functional Hazard Analysis System requirements
  • 14. ATICA4Capella | Functional breakdown ANZEN PUBLIC 14 System functions (functional breakdown) Tested with Capella 6.1
  • 15. ATICA4Capella | ANZEN PUBLIC 15 Model Based Safety Analysis Functional Hazard Analysis (FHA) System analysis Functional Requirements FHA System requirements Functional Chains and Failure Conditions
  • 16. ATICA4Capella | ANZEN PUBLIC 16 Model Based Safety Analysis Functional Hazard Analysis (FHA) Functional Chains and Failure Conditions
  • 17. ANZEN PUBLIC 17 Aligned with ARP4761 prescriptions FHA ATICA4Capella | Model Based Safety Analysis Functional Hazard Analysis (FHA) Automatic report generation based on template
  • 18. ANZEN PUBLIC 18 ATICA4Capella | Model Based Safety Analysis Fault tree analysis and FMEA Logical and physical architectures Enhanced traceability from conceptual design to implementation
  • 19. Outline • Introduction to digital engineering • ATICA, our safety engineering hub • ATICA4Capella • Use case example: eVTOL vehicle • Wrap-up and next steps 19 ANZEN PUBLIC
  • 20. eVTOL mission description 20 ❑ Autonomous vehicle ❑ 4 passengers ❑ Vertical take-off and landing ❑ Urban mobility ❑ 150km range / 1h autonomy Stakeholder needs ANZEN PUBLIC
  • 21. Operational Analysis eVTOL Operational Concept 21 Stakeholder needs Certification basis Functional requirements Analysis of Operational Capabilities ANZEN PUBLIC
  • 22. System analysis eVTOL System Analysis 22 Functional Requirements Mission and system capabilities ANZEN PUBLIC
  • 23. System analysis eVTOL System Analysis 23 Functional Requirements FHA System requirements Mode diagram ANZEN PUBLIC
  • 24. System analysis eVTOL System Analysis 24 Functional Requirements FHA System requirements System functions (functional breakdown) ANZEN PUBLIC
  • 25. System analysis eVTOL System Analysis 25 Functional Requirements FHA System requirements System functions (system architecture) ANZEN PUBLIC
  • 26. System analysis eVTOL System Analysis 26 Functional Requirements FHA System requirements System functions (functional chains) ANZEN PUBLIC
  • 27. System analysis eVTOL Functional Hazard Analysis 27 Functional Requirements FHA System requirements Functional Hazard Analysis ANZEN PUBLIC
  • 28. System analysis eVTOL Functional Hazard Analysis 28 Functional Requirements FHA System requirements Functional Hazard Analysis (Failure Conditions) ANZEN PUBLIC
  • 29. eVTOL Functional Hazard Analysis 29 Aligned with ARP4761 prescriptions FHA ANZEN PUBLIC
  • 30. ANZEN PUBLIC 30 ATICA4Capella | Model Based Safety Analysis Automatic document generation Automatic document generation (right) based on pre-defined (fully customizable) templates (left)
  • 31. Outline • Introduction to digital engineering • ATICA, our safety engineering hub • ATICA4Capella • Use case example: eVTOL vehicle • Wrap-up and next steps 31 ANZEN PUBLIC
  • 32. Import (export) from (to) file 32 ANZEN PUBLIC New Feature Under consolidation
  • 33. ATICA4Capella & Requirements Viewpoint 33 Prob < 1e-9 h-1 ANZEN PUBLIC New Feature Under consolidation One of the failure conditions associated to the system function is catastrophic Requirements associated to the failure condition, to be verified by safety analysis Requirements associated to the system function, to be considered for design
  • 34. (Semi) automated safety analysis ANZEN PUBLIC 34
  • 35. 35 ANZEN PUBLIC Fault Tree Analysis and Cut Sets ATICA4Capella New Feature Under consolidation
  • 36. 36 Cut Sets ATICA4Capella Results visualization directly available in Capella and linked to model elements ANZEN PUBLIC New Feature Under consolidation
  • 37. Fault Tree Analysis 37 Limited visualization features, improvement on going ATICA4Capella Example from ARP-4761 • Failure of all three engines is catastrophic Voter Voter Voter Backup OBC PSU 4 Engine 3 ANZEN PUBLIC New Feature Under consolidation Failure condition Failure modes
  • 38. Key takeaways ATICA4CAPELLA is a Capella add-on for safety analysis ✓ Especially conceived for the aerospace industry but applicable to other sectors • ATICA safety metamodel complies with ARP-4761 • The framework can be tailored to meet specific use-cases and company policies ✓ Trial version available, compatible with Capella versions 5.2 and 6+ • Presentation of system analysis and FHA • Advanced features under consolidation: Fault Tree Analysis, FMECA ANZEN PUBLIC 38 anzenengineering.com/ atica4capella-download/
  • 39. 39 Pablo Lopez Negro ATICA Product Owner pablolopez@anzenengineering.com Luis Cárdenas MBSE Engineer luiscardenas@anzenengineering.com ANZEN PUBLIC