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.

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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
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article

AI-Assisted Documentation: An Implosion Animation Method for CAD Designs

J. C. Mariscal-Melgar
Computers
Manufacturing Process and Optimization
article

AI-Assisted Documentation: An Implosion Animation Method for CAD Designs

J. C. Mariscal-Melgar
article en

Abstract

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.

ComputersVol. 14(12)
Helmut Schmidt University (DE)
Openalex Percentile: Top 50%
Manufacturing Process and Optimization
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