Research on the technical route of artificial intelligence application in aircraft design
计算机科学
系统工程
人工智能
工程类
作者
Zhichun Zeng,Shengli Zhang,Yong Zou,Qianhui Zhu,Siyuan Tian,Long He,Changhao Wang
标识
DOI:10.1117/12.3045110
摘要
With the rapid development of artificial intelligence technology, its application in aircraft design has become a critical means of enhancing design efficiency and innovation. In order to explore the specific application pathways of AI technology in the domain of aircraft design and evaluate its actual impact on design process optimization, this paper provides an overview of the current application status of key AI technologies in aircraft design. It analyzes specific cases where AI technology has improved the efficiency of aircraft design and forecasts the future challenges and development trends in AI aircraft design. The results of the study indicate that AI is currently widely applied in aircraft control systems, configuration optimization, and fault prediction and health management. Data-driven design scheme generation can significantly enhance the accuracy of aircraft design, shorten the development cycle, and to some extent, predict and mitigate potential risks.