Industrial Applications of AI in Aircraft Manufacturing: A PRISMA Systematic Literature Review

Research Square (Research Square), Journal Year: 2025, Volume and Issue: unknown

Published: March 12, 2025

Aircraft industry, especially the commercial aircraft branch, is an important and specific field in manufacturing due to its distinct features such as high personalization low production output, expected grow significantly future. At same time, artificial intelligence (AI) machine learning (ML) have undertaken a major revolution sector with promising improvements. However, global deployment of AI/ML sphere still requires further operationalization. This study aims address challenges this implementation by providing PRISMA systematic literature review 89 articles. Several perspectives were analyzed, including word cloud analysis, distribution over years, geographical distribution, domains application, paradigms, models, materials, components. Additionally, synthesis was conducted on data augmentation, reduction, hardware employed, overall all relevant articles field. The findings revealed insights into trends applications terms techniques, influence, applications, materials contributes gathering present state-of-the-art research, identifying key elements, highlighting research opportunities, use LLMs integration human factors.

Language: Английский

IXAI: generative design of automotive styling based on inception convolution with explainable AI

Journal of Engineering Design, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 29

Published: March 24, 2025

Language: Английский