IAGA: A New Method of Automatic Layout for Dimensioning Engineering Drawings

This paper presents an automatic layout method for engineering drawing dimensioning based on an improved adaptive genetic algorithm (IAGA). The key novelty lies in transforming the complex dimensional layout optimization into a combinatorial directed acyclic graph problem enabling efficient evolutionary solving. Comparative analyses on multi-sized test cases validate the superiority of IAGA in dimensioning quality and performance over standard GA and adaptive GA approaches. Additional case studies on practical heat exchanger and vessel diagrams further demonstrate the technique's effectiveness in handling real-world industrial applications. This pioneering dimensional engineering automation solution promises to facilitate precise computer-aided manufacturability with enhanced efficiency.

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Publication Details

Journal
Tehnicki vjesnik - Technical Gazette
Published
2024-12-31
DOI
https://doi.org/10.17559/tv-20240127001297
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
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article

IAGA: A New Method of Automatic Layout for Dimensioning Engineering Drawings

Tehnicki vjesnik - Technical Gazette
Manufacturing Process and Optimization
article

IAGA: A New Method of Automatic Layout for Dimensioning Engineering Drawings

article en

Abstract

This paper presents an automatic layout method for engineering drawing dimensioning based on an improved adaptive genetic algorithm (IAGA). The key novelty lies in transforming the complex dimensional layout optimization into a combinatorial directed acyclic graph problem enabling efficient evolutionary solving. Comparative analyses on multi-sized test cases validate the superiority of IAGA in dimensioning quality and performance over standard GA and adaptive GA approaches. Additional case studies on practical heat exchanger and vessel diagrams further demonstrate the technique's effectiveness in handling real-world industrial applications. This pioneering dimensional engineering automation solution promises to facilitate precise computer-aided manufacturability with enhanced efficiency.

Tehnicki vjesnik - Technical GazetteVol. 32(1)
China University of Petroleum, East China (CN)
Openalex Percentile: Top 63%
Manufacturing Process and Optimization
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