TY - GEN
T1 - Optimization and Evaluation of Supersonic Civil Aircraft Propulsion System Scheme Design Driven by Multiple Evaluation Indicators
AU - Jiang, Guohe
AU - Chen, Min
AU - Cong, Jingmei
AU - Tang, Hailong
AU - Zhang, Jiyuan
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.
PY - 2024
Y1 - 2024
N2 - In response to the issues of long design cycle and relatively independent design process and indicator evaluation in traditional propulsion system design method, this paper establishes a method for rapid optimization design and evaluation driven by multiple evaluation indicators. Starting from the analysis of the engine performance impossibility triangle, an EPN (Essential-Preferential-Noteworthy) hierarchical framework of indicator importance is proposed in the initial design stage, which classifies numerous evaluation indicators according to their importance. During the design process, a multi-objective optimization model is established by combining genetic algorithm with the EPN framework. This integrates the trade-off relationships of different indicators into the optimization design process, achieving rapid and automated optimization of system scheme. In the scheme evaluation phase, the Analytic Hierarchy Process (AHP) is employed to quantify the weights of various evaluation indicator, and the final design scheme is determined based on normalized comprehensive assessment values. Finally, this method is applied to the design of a new-generation propulsion system for the Concorde aircraft. The design results indicate that the proposed optimization design and evaluation method effectively meets the requirements of scheme design under multiple evaluation criteria. Compared to the original Concorde propulsion system, the new scheme reduces fuel consumption and takeoff nozzle exit jet velocity by 28.15% and 34.33% while meeting thrust requirement, thereby significantly improving the aircraft’s economy and environmental performance.
AB - In response to the issues of long design cycle and relatively independent design process and indicator evaluation in traditional propulsion system design method, this paper establishes a method for rapid optimization design and evaluation driven by multiple evaluation indicators. Starting from the analysis of the engine performance impossibility triangle, an EPN (Essential-Preferential-Noteworthy) hierarchical framework of indicator importance is proposed in the initial design stage, which classifies numerous evaluation indicators according to their importance. During the design process, a multi-objective optimization model is established by combining genetic algorithm with the EPN framework. This integrates the trade-off relationships of different indicators into the optimization design process, achieving rapid and automated optimization of system scheme. In the scheme evaluation phase, the Analytic Hierarchy Process (AHP) is employed to quantify the weights of various evaluation indicator, and the final design scheme is determined based on normalized comprehensive assessment values. Finally, this method is applied to the design of a new-generation propulsion system for the Concorde aircraft. The design results indicate that the proposed optimization design and evaluation method effectively meets the requirements of scheme design under multiple evaluation criteria. Compared to the original Concorde propulsion system, the new scheme reduces fuel consumption and takeoff nozzle exit jet velocity by 28.15% and 34.33% while meeting thrust requirement, thereby significantly improving the aircraft’s economy and environmental performance.
KW - Indicator Importance
KW - Multi-Objective Optimization
KW - Propulsion System Design
KW - Supersonic Aircraft
KW - Trade-Off Analysis
UR - https://www.scopus.com/pages/publications/85200211509
U2 - 10.1007/978-981-97-3998-1_149
DO - 10.1007/978-981-97-3998-1_149
M3 - 会议稿件
AN - SCOPUS:85200211509
SN - 9789819739974
T3 - Lecture Notes in Electrical Engineering
SP - 1926
EP - 1942
BT - 2023 Asia-Pacific International Symposium on Aerospace Technology, APISAT 2023, Proceedings - Volume I
A2 - Fu, Song
PB - Springer Science and Business Media Deutschland GmbH
T2 - Asia-Pacific International Symposium on Aerospace Technology, APISAT 2023
Y2 - 16 October 2023 through 18 October 2023
ER -