AI-Assisted Documentation: An Implosion Animation Method for CAD Designs
Free/Libre and Open-Source Hardware requires documentation that ensures replicability and accessibility for both experts and non-experts. Existing tools for generating assembly animations are often difficult to use, require specialized knowledge, and are poorly suited for instructional or workshop contexts. This paper addresses this gap by proposing a method for generating implosion-style CAD animations that separates transformation logic from geometry. The method enables fast, low-effort creation of animations through either manual grouping or large language model (LLM) automation. The approach is validated through a web-based implementation that can produce complete animations within minutes using mesh or boundary-representation input. The system supports step-wise playback, interactive part grouping, and export of vector-based views for technical documentation. Evaluation includes nine models ranging from simple parts to assemblies with over 1400 components. The system successfully generated animations for all models, with the LLM-based schema generation achieving high sequence coherence and coverage in most cases. The proposed method enables scalable, reusable, and version-controlled animation workflows that are particularly suited for open-source documentation, manufacturing education, and distributed design environments.
Authors
- J. C. Mariscal-Melgar (ORCID: https://orcid.org/0000-0002-2562-0316)
Institutions
- Helmut Schmidt University (DE)
Publication Details
- Journal
- Computers
- Published
- 2025-11-28
- DOI
- https://doi.org/10.3390/computers14120521
- Primary Topic
- Manufacturing Process and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00