Robust optimization of control command for aerospace vehicles with aerodynamic uncertainty

被引:5
作者
Cao, Rui [1 ]
Liu, Yanbin [1 ]
Lu, Yuping [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automated Engn, Nanjing 210016, Peoples R China
基金
中国博士后科学基金;
关键词
Aerospace vehicle; Multi-objective optimiza-tion; Polynomial chaos; Uncertain systems; PROPAGATION; DESIGN;
D O I
10.1016/j.cja.2022.01.011
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
To reduce the design burden of Aerospace Vehicles (ASVs) control systems, this paper proposes a multi-constrained robust trajectory optimization method, which provides a good front-end input for the control system. Differ from the conventional aircraft, some control perfor-mance of ASVs is not only related to the model parameters, but also affected by the flight status. Therefore, the robust optimization method combines this characteristic of ASVs, sets the control performance as one of the optimization objectives, and considers the influence of parameter uncer-tainty. In this method, the polynomial chaos expansion algorithm is used to transform the trajec-tory optimization problem with uncertain parameters into the equivalent deterministic robust trajectory optimization problem. Finally, compared with traditional deterministic trajectory opti-mization methods to illustrate the effectiveness of proposed control optimization method.(c) 2022 Chinese Society of Aeronautics and Astronautics. Production and hosting by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:226 / 241
页数:16
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