AI Driven Virtual Ergonomics Assessment Workflow for Automotive Design

Virtual Ergonomics Assessment Workflow

1. Define Project Scope

1.1 Identify Objectives

Establish the goals of the ergonomics assessment, focusing on user comfort, safety, and productivity in automotive design.

1.2 Determine Stakeholders

Identify key stakeholders including design engineers, ergonomists, and end-users.

2. Data Collection

2.1 Gather User Requirements

Utilize surveys and interviews to collect data on user preferences and ergonomic needs.

2.2 Analyze Existing Data

Leverage historical ergonomic data from previous automotive designs to inform the assessment.

3. AI Integration

3.1 Select AI Design Tools

Choose appropriate AI-driven tools for the assessment process. Examples include:

• Siemens NX: Offers advanced simulation capabilities to analyze human factors in design.
• CATIA Ergonomics: Provides tools for virtual human modeling and ergonomic analysis.
• Fusion 360: Incorporates AI-driven generative design to optimize ergonomic features.

3.2 Implement AI Algorithms

Utilize machine learning algorithms to analyze user data and predict ergonomic outcomes based on various design parameters.

4. Virtual Prototyping

4.1 Create Digital Models

Develop 3D digital prototypes of automotive designs using selected AI tools.

4.2 Conduct Virtual Ergonomic Assessments

Simulate user interactions with the digital prototypes to evaluate ergonomics.

4.2.1 Use AI for Motion Analysis

Employ AI-driven motion analysis tools to assess user movements and identify potential ergonomic issues.

5. Evaluation and Iteration

5.1 Analyze Assessment Results

Review the outcomes of the virtual assessments to identify areas for improvement.

5.2 Iterate Design

Make necessary adjustments to the design based on ergonomic feedback and re-evaluate using the virtual tools.

6. Final Review and Reporting

6.1 Compile Assessment Report

Document findings, recommendations, and changes made during the assessment process.

6.2 Present to Stakeholders

Share the assessment report with stakeholders, highlighting key ergonomic improvements and AI contributions.

7. Implementation

7.1 Integrate Feedback into Production

Ensure that ergonomic insights are incorporated into the final production design.

7.2 Monitor Post-Implementation

Continuously monitor user feedback post-implementation to ensure ergonomics meet expectations.