TY - JOUR
T1 - 飞行器智能设计愿景与关键问题
AU - Li, Ni
AU - Bu, Shuhui
AU - Shang, Bolin
AU - Li, Yongbo
AU - Tang, Zhili
AU - Zhang, Weiwei
N1 - Publisher Copyright:
© 2021, Beihang University Aerospace Knowledge Press. All right reserved.
PY - 2021/4/25
Y1 - 2021/4/25
N2 - Nowadays, the aircraft has been more and more autonomous and intelligent, and their missions have been more complex. Various types of aircraft have been developing, such as hyper sonic aircraft, highly stealth aircraft, and morphing aircraft. Thus, to fully achieve the comprehensive performance of the aircraft, an intelligent and multidisciplinary-integrated design process needs to be developed to improve the traditional decoupled design process. In this paper, the problems existing in the traditional aircraft design process are firstly discussed. Then, an intelligent and full-life-cycle aircraft design framework is proposed. In this closed-loop aircraft design framework, the knowledge base is applied to connect the stages of design, manufacturing, and operation and maintenance. The intelligent digital twin technology is employed to simulate, analyze and predict the states of aircraft, so as to update the data needed in the process of aircraft design and operation. The key technologies and basic scientific questions are discussed, and suggestions on the intelligent aircraft design process are given.
AB - Nowadays, the aircraft has been more and more autonomous and intelligent, and their missions have been more complex. Various types of aircraft have been developing, such as hyper sonic aircraft, highly stealth aircraft, and morphing aircraft. Thus, to fully achieve the comprehensive performance of the aircraft, an intelligent and multidisciplinary-integrated design process needs to be developed to improve the traditional decoupled design process. In this paper, the problems existing in the traditional aircraft design process are firstly discussed. Then, an intelligent and full-life-cycle aircraft design framework is proposed. In this closed-loop aircraft design framework, the knowledge base is applied to connect the stages of design, manufacturing, and operation and maintenance. The intelligent digital twin technology is employed to simulate, analyze and predict the states of aircraft, so as to update the data needed in the process of aircraft design and operation. The key technologies and basic scientific questions are discussed, and suggestions on the intelligent aircraft design process are given.
KW - Aircraft design
KW - Artificial intelligence
KW - Full life cycle
KW - Intelligent design
KW - Machine learning
UR - http://www.scopus.com/inward/record.url?scp=85105733207&partnerID=8YFLogxK
U2 - 10.7527/S1000-6893.2020.24752
DO - 10.7527/S1000-6893.2020.24752
M3 - 文献综述
AN - SCOPUS:85105733207
SN - 1000-6893
VL - 42
JO - Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
JF - Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
IS - 4
M1 - 524752
ER -