automotive-dynamics

---
name: automotive-dynamics
description: >
  Expert skill in drift dynamics focusing on dynamics domain applications. Covers 151 topics across dynamics domain. Includes 151 skill files covering ASPICE Level 3, AUTOSAR 4.4, ISO 15622 (Adaptive Cruise Control), ISO 17361 (Lane Departure Warning), ISO 21434, ISO 26262, ISO 26262 (Safety for vehicle dynamics control), SAE J670 (Vehicle Dynamics Terminology).
tags: [automotive, automotive-dynamics, autosar, control-systems, drift-dynamics, dynamics, handling, iso-26262, matlab-simulink, modeling, motion-control, ride-comfort, simulation, stability-control, steering-systems, suspension-systems, tire-dynamics, trajectory-planning, vehicle-dynamics, vehicle-modeling]
---

# Automotive Dynamics

151 skill files covering dynamics domain for automotive software engineering.

## Applicable Standards

- ASPICE Level 3
- AUTOSAR 4.4
- ISO 15622 (Adaptive Cruise Control)
- ISO 17361 (Lane Departure Warning)
- ISO 21434
- ISO 26262
- ISO 26262 (Safety for vehicle dynamics control)
- SAE J670 (Vehicle Dynamics Terminology)

## Use Cases

- DYNAMICS system development
- Drift Dynamics optimization
- Production ECU implementation
- Handling optimization
- Motion Control optimization
- Ride Comfort optimization
- Stability Control optimization
- Steering Systems optimization
- Suspension Systems optimization
- Tire Dynamics optimization
- Trajectory Planning optimization
- ESC (Electronic Stability Control) development
- Active suspension control system design
- Autonomous vehicle motion planning
- Driver assistance system calibration
- Vehicle handling characteristics optimization
- Vehicle Modeling optimization

## Topics Covered

### Drift Dynamics

- drift-dynamics-001
- drift-dynamics-002
- drift-dynamics-003
- drift-dynamics-004
- drift-dynamics-005
- drift-dynamics-006
- drift-dynamics-007
- drift-dynamics-008
- drift-dynamics-009
- drift-dynamics-010
- drift-dynamics-011
- drift-dynamics-012
- drift-dynamics-013
- drift-dynamics-014
- drift-dynamics-015

### Handling

- handling-001
- handling-002
- handling-003
- handling-004
- handling-005
- handling-006
- handling-007
- handling-008
- handling-009
- handling-010
- handling-011
- handling-012
- handling-013
- handling-014
- handling-015

### Modeling Simulation

- vehicle-dynamics-modeling

### Motion Control

- motion-control-001
- motion-control-002
- motion-control-003
- motion-control-004
- motion-control-005
- motion-control-006
- motion-control-007
- motion-control-008
- motion-control-009
- motion-control-010
- motion-control-011
- motion-control-012
- motion-control-013
- motion-control-014
- motion-control-015

### Ride Comfort

- ride-comfort-001
- ride-comfort-002
- ride-comfort-003
- ride-comfort-004
- ride-comfort-005
- ride-comfort-006
- ride-comfort-007
- ride-comfort-008
- ride-comfort-009
- ride-comfort-010
- ride-comfort-011
- ride-comfort-012
- ride-comfort-013
- ride-comfort-014
- ride-comfort-015

### Stability Control

- stability-control-001
- stability-control-002
- stability-control-003
- stability-control-004
- stability-control-005
- stability-control-006
- stability-control-007
- stability-control-008
- stability-control-009
- stability-control-010
- stability-control-011
- stability-control-012
- stability-control-013
- stability-control-014
- stability-control-015

### Steering Systems

- steering-systems-001
- steering-systems-002
- steering-systems-003
- steering-systems-004
- steering-systems-005
- steering-systems-006
- steering-systems-007
- steering-systems-008
- steering-systems-009
- steering-systems-010
- steering-systems-011
- steering-systems-012
- steering-systems-013
- steering-systems-014
- steering-systems-015

### Suspension Systems

- suspension-systems-001
- suspension-systems-002
- suspension-systems-003
- suspension-systems-004
- suspension-systems-005
- suspension-systems-006
- suspension-systems-007
- suspension-systems-008
- suspension-systems-009
- suspension-systems-010
- suspension-systems-011
- suspension-systems-012
- suspension-systems-013
- suspension-systems-014
- suspension-systems-015

### Tire Dynamics

- tire-dynamics-001
- tire-dynamics-002
- tire-dynamics-003
- tire-dynamics-004
- tire-dynamics-005
- tire-dynamics-006
- tire-dynamics-007
- tire-dynamics-008
- tire-dynamics-009
- tire-dynamics-010
- tire-dynamics-011
- tire-dynamics-012
- tire-dynamics-013
- tire-dynamics-014
- tire-dynamics-015

### Trajectory Planning

- trajectory-planning-001
- trajectory-planning-002
- trajectory-planning-003
- trajectory-planning-004
- trajectory-planning-005
- trajectory-planning-006
- trajectory-planning-007
- trajectory-planning-008
- trajectory-planning-009
- trajectory-planning-010
- trajectory-planning-011
- trajectory-planning-012
- trajectory-planning-013
- trajectory-planning-014
- trajectory-planning-015

### Vehicle Modeling

- vehicle-modeling-001
- vehicle-modeling-002
- vehicle-modeling-003
- vehicle-modeling-004
- vehicle-modeling-005
- vehicle-modeling-006
- vehicle-modeling-007
- vehicle-modeling-008
- vehicle-modeling-009
- vehicle-modeling-010
- vehicle-modeling-011
- vehicle-modeling-012
- vehicle-modeling-013
- vehicle-modeling-014
- vehicle-modeling-015

## Constraints

- AUTOSAR architecture adherence
- ISO 26262 ASIL D compliance for safety functions
- ISO 26262 functional safety compliance
- Numerical stability across full operating range
- Parameterizable for multiple vehicle variants
- Real-time capable: <1ms execution on target ECU
- Real-time performance requirements
- Resource constraints (CPU/Memory)

## Required Tools

- AUTOSAR toolchain
- CarMaker or IPG for validation
- MATLAB/Simulink
- MATLAB/Simulink R2020b+ with Simscape
- Python 3.8+ with NumPy/SciPy for alternative implementation
- Static analyzer (Polyspace/Klocwork)
- Vector CANoe/CANalyzer
- dSPACE or Speedgoat for HIL testing


## Instructions

### drift-dynamics-001

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-002

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-003

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-004

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-005

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-006

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-007

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-008

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-009

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-010

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-011

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-012

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-013

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-014

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### drift-dynamics-015

## Core Competencies

Expert in drift dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-001

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-002

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-003

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-004

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-005

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-006

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-007

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-008

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-009

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-010

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-011

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-012

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-013

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-014

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### handling-015

## Core Competencies

Expert in handling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-001

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-002

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-003

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-004

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-005

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-006

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-007

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-008

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-009

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-010

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-011

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-012

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-013

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-014

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### motion-control-015

## Core Competencies

Expert in motion control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-001

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-002

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-003

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-004

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-005

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-006

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-007

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-008

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-009

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-010

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-011

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-012

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-013

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-014

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### ride-comfort-015

## Core Competencies

Expert in ride comfort for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-001

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-002

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-003

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-004

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-005

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-006

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-007

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-008

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-009

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-010

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-011

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-012

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-013

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-014

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### stability-control-015

## Core Competencies

Expert in stability control for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-001

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-002

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-003

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-004

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-005

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-006

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-007

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-008

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-009

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-010

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-011

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-012

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-013

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-014

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### steering-systems-015

## Core Competencies

Expert in steering systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-001

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-002

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-003

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-004

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-005

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-006

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-007

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-008

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-009

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-010

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-011

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-012

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-013

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-014

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### suspension-systems-015

## Core Competencies

Expert in suspension systems for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-001

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-002

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-003

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-004

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-005

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-006

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-007

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-008

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-009

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-010

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-011

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-012

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-013

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-014

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### tire-dynamics-015

## Core Competencies

Expert in tire dynamics for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-001

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-002

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-003

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-004

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-005

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-006

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-007

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-008

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-009

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-010

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-011

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-012

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-013

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-014

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### trajectory-planning-015

## Core Competencies

Expert in trajectory planning for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-dynamics-modeling

## Core Competencies

You are an expert in vehicle dynamics modeling with deep knowledge of:
- Multi-body vehicle simulation using Simscape/MATLAB
- Tire modeling (Pacejka, Dugoff, empirical models)
- Suspension kinematics and compliance
- Vehicle stability and control theory
- Real-time simulation for HIL testing

## Modeling Approach

When creating vehicle dynamics models:

1. **Define Vehicle Architecture**
   - Identify vehicle class (sedan, SUV, sports car, truck)
   - Establish mass properties (weight distribution, CG height, inertia)
   - Define suspension type per axle
   - Specify tire dimensions and characteristics

2. **Build Multi-Body Model**
   - Create sprung mass (vehicle body) with 6 DOF
   - Add unsprung masses (wheels, suspension components)
   - Define kinematic constraints (joints, bushings)
   - Implement suspension force elements (springs, dampers, anti-roll bars)

3. **Integrate Tire Model**
   - Select appropriate tire model for use case
   - Calibrate parameters from test data
   - Implement combined slip calculations
   - Add temperature and wear effects if needed

4. **Add Subsystem Models**
   - Steering system (rack ratio, compliance, assist)
   - Brake system (hydraulics, ABS, brake balance)
   - Powertrain (torque delivery, driveline dynamics)
   - Aerodynamics (drag, lift, moments)

5. **Validate Against Data**
   - Compare to proving ground tests
   - Validate frequency response (ride comfort)
   - Verify transient handling (step steer, lane change)
   - Check limit behavior (skid pad, brake-in-turn)

## Model Fidelity Levels

### Level 1: Point Mass (for path planning)
```matlab
% Simple bicycle model
function dx = bicycle_model(x, u, params)
    % States: [x, y, psi, v]
    % Inputs: [delta, a]

    v = x(4);
    delta = u(1);
    a = u(2);

    L = params.wheelbase;

    dx = [v * cos(x(3));
          v * sin(x(3));
          v * tan(delta) / L;
          a];
end
```

### Level 2: 3-DOF (for ESC development)
```matlab
% States: [vx, vy, r] - longitudinal, lateral, yaw rate
function dx = three_dof_model(x, u, params)
    vx = x(1); vy = x(2); r = x(3);

    % Tire forces using linear tire model
    alpha_f = atan2(vy + params.lf*r, vx) - u.delta;
    alpha_r = atan2(vy - params.lr*r, vx);

    Fyf = -params.Cf * alpha_f;
    Fyr = -params.Cr * alpha_r;

    % Vehicle dynamics
    dx = [(u.Fx - Fyf*sin(u.delta))/params.m + vy*r;
          (Fyf*cos(u.delta) + Fyr)/params.m - vx*r;
          (params.lf*Fyf*cos(u.delta) - params.lr*Fyr)/params.Iz];
end
```

### Level 3: 14-DOF (for ride comfort analysis)
- Vehicle body: 6 DOF (x, y, z, roll, pitch, yaw)
- Four wheels: 4 DOF (vertical motion)
- Four suspension links: 4 DOF (if multi-link)

## Tire Modeling Standards

### Pacejka Magic Formula (MF 6.1)
```python
def magic_formula(kappa, alpha, Fz, params):
    """
    Pacejka Magic Formula for combined slip
    kappa: slip ratio
    alpha: slip angle [rad]
    Fz: vertical load [N]
    """
    # Pure longitudinal
    Fx0 = Fz * params.Dx * sin(params.Cx * arctan(params.Bx * kappa))

    # Pure lateral
    Fy0 = Fz * params.Dy * sin(params.Cy * arctan(params.By * alpha))

    # Combined slip using Gough weighting
    Fx = Fx0 * cos(params.alpha_comb * alpha)
    Fy = Fy0 * cos(params.kappa_comb * kappa)

    return Fx, Fy
```

## Suspension Modeling

### MacPherson Strut Kinematics
```cpp
struct MacPhersonKinematics {
    Vec3 lower_ball_joint;
    Vec3 upper_strut_mount;
    Vec3 tie_rod_point;
    double spring_rate;
    double damper_rate;

    SuspensionState calculate(double wheel_travel) {
        // Calculate instant center
        // Derive camber change
        // Compute caster change
        // Calculate scrub radius
        // Return forces and moments
    }
};
```

## Validation Criteria

- Steady-state lateral acceleration: ±0.05g vs test data
- Yaw rate step response: ±5% peak value, ±10% settling time
- Ride comfort (power spectral density): ISO 2631 compliance
- Rollover threshold: ±0.1g critical lateral acceleration
- Brake-in-turn behavior: qualitative match to driver feedback

## Deliverables

Provide:
- MATLAB/Simulink model or Python simulation script
- Parameter file with full vehicle specs
- Validation report with test data comparison
- Sensitivity analysis for key parameters
- Real-time model variant for HIL (C code generation)

### vehicle-modeling-001

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-002

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-003

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-004

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-005

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-006

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-007

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-008

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-009

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-010

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-011

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-012

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-013

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-014

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

### vehicle-modeling-015

## Core Competencies

Expert in vehicle modeling for automotive dynamics systems.

## Approach

1. Analyze requirements against automotive standards
2. Design solution following AUTOSAR patterns
3. Implement with safety and security considerations
4. Validate per ISO 26262 requirements

## Deliverables

- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation

More agent context in pangzhenying2025/hermes-automotive-skills

101 other files this repository gives its agents, the first 60 shown.