%0 Journal Article
%T 基于SQCQP算法的变循环发动机性能寻优控制<br>Variable cycle engine performance seeking control based on SQCQP algorithm
%A 聂友伟
%A 李秋红
%A 王元
%A 顾书文
%J 北京航空航天大学学报
%D 2017
%R 10.13700/j.bh.1001-5965.2016.0926
%X 摘要 为了满足变循环发动机（VCE）性能寻优控制（PSC）需求，提出了一种基于序列二次约束二次规划（SQCQP）算法的性能寻优控制算法，通过罚函数将二次约束二次规划（QCQP）子问题转化为适应度函数，并提出一种改进微分进化（IDE）算法求解QCQP子问题，以获得最优的搜索方向。与序列二次规划（SQP）算法相比，本文提出的基于IDE算法求解QCQP子问题的SQCQP算法（IDE-SQCQP）能在更少的迭代次数下寻到更优的解。将IDE-SQCQP算法应用于变循环发动机的性能寻优控制中，数字仿真结果表明，在最大推力寻优控制中，IDE-SQCQP算法用时比SQP算法减少16.81%，优化效果提升了21.50%，在最小油耗寻优控制中，IDE-SQCQP算法用时比SQP算法减少14.90%，优化效果提升了31.03%，达到了算法提出的目的。<br>Abstract：In order to meet the demands of the variable cycle engine (VCE) performance seeking control (PSC), a new PSC method based on the sequential quadratically constrained quadratic programming (SQCQP) algorithm was proposed. The sub-problem of the quadratically constrained quadratic programming (QCQP) was changed to fitness function by penalty function, and an improved differential evolution (IDE) algorithm was proposed to solve the QCQP sub-problem and to get the global optimal searching direction. Compared with the widely-used sequential quadratic programming (SQP) algorithm, the improved differential evolution-sequential quadratically constrained quadratic programming (IDE-SQCQP) algorithm can find a better solution by less iterations. The IDE-SQCQP algorithm is applied to performance seeking control of the variable cycle engine. The simulation results show that, in the maximum thrust mode, IDE-SQCQP algorithm takes 16.81% less time than SQP while thrust is enhanced by 21.50%, and in the minimum fuel-consumption mode, it takes 14.90% less time than SQP algorithm while fuel-consumption is dropped by 31.03%. The algorithm achieves the goal of proposal.
%K 变循环发动机(VCE)
%K 性能寻优控制(PSC)
%K 序列二次约束二次规划(SQCQP)算法
%K 微分进化算法
%K 序列二次规划(SQP)算法&lt
%K br&gt
%K variable cycle engine (VCE)
%K performance seeking control (PSC)
%K sequential quadratically constrained quadratic programming (SQCQP) algorithm
%K differential evolution algorithm
%K sequential quadratic programming (SQP) algorithm
%U http://bhxb.buaa.edu.cn/CN/abstract/abstract14313.shtml