TY - GEN
T1 - Research on Optimization Method of Civil Aircraft Design Activities under Generalized Precedence Relations
AU - Han, Yanlong
AU - Fan, Qiucen
AU - Bi, Wenhao
AU - Zhang, An
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - In the field of modern aviation, the demand for civil aircraft design is growing rapidly and the granularity is continuously refined. Civil aircraft design has gradually become a large-scale, multi-disciplinary and complex system engineering with multi-disciplinary integration. In recent years, model-based systems engineering has gradually become a mainstream idea in civil aircraft design and has been widely used in the field of civil aircraft design. However, when the MBSE methodology analyzes the logical relationship between subsystem-level and component-level design activities, it is often simply defined as a finish-start relationship. This relationship cannot effectively describe the actual logical relationship between design activities, which in turn leads to problems such as extending the civil aircraft design cycle and increasing design costs. Aiming to solve the problem, this study firstly analyzes the generalized precedence relations between design activities. Secondly, the corresponding mathematical model was established. Finally, the Strength Pareto Evolutionary Algorithm 2 (SPEA2) is improved and be verified the effectiveness in the case of flight control system design.
AB - In the field of modern aviation, the demand for civil aircraft design is growing rapidly and the granularity is continuously refined. Civil aircraft design has gradually become a large-scale, multi-disciplinary and complex system engineering with multi-disciplinary integration. In recent years, model-based systems engineering has gradually become a mainstream idea in civil aircraft design and has been widely used in the field of civil aircraft design. However, when the MBSE methodology analyzes the logical relationship between subsystem-level and component-level design activities, it is often simply defined as a finish-start relationship. This relationship cannot effectively describe the actual logical relationship between design activities, which in turn leads to problems such as extending the civil aircraft design cycle and increasing design costs. Aiming to solve the problem, this study firstly analyzes the generalized precedence relations between design activities. Secondly, the corresponding mathematical model was established. Finally, the Strength Pareto Evolutionary Algorithm 2 (SPEA2) is improved and be verified the effectiveness in the case of flight control system design.
KW - Civil aircraft design
KW - Generalized precedence relations
KW - Multi-objective optimization
KW - SPEA2
UR - http://www.scopus.com/inward/record.url?scp=85214689299&partnerID=8YFLogxK
U2 - 10.1109/FITYR63263.2024.00010
DO - 10.1109/FITYR63263.2024.00010
M3 - 会议稿件
AN - SCOPUS:85214689299
T3 - Proceedings - 2024 IEEE 1st International Workshop on Future Intelligent Technologies for Young Researchers, FITYR 2024
SP - 17
EP - 22
BT - Proceedings - 2024 IEEE 1st International Workshop on Future Intelligent Technologies for Young Researchers, FITYR 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st IEEE International Workshop on Future Intelligent Technologies for Young Researchers, FITYR 2024
Y2 - 16 July 2024 through 18 July 2024
ER -