Multi-objective constraint optimization design of rocket projectile self-ejection based on multi-population differential evolution algorithm

被引:0
作者
Song J. [1 ]
Li C. [1 ]
She H. [1 ]
Cai Q. [1 ]
机构
[1] Yichang Testing Technique Research Institue, China State Shipbuilding Corporation Limited, Hubei, Yichang
来源
Hangkong Dongli Xuebao/Journal of Aerospace Power | 2023年 / 38卷 / 06期
关键词
differential evolution; interior ballistic; multi-objective constraint optimization; rocket projectile; self-ejection; technique for order preference by similarity to an ideal solution (TOPSIS);
D O I
10.13224/j.cnki.jasp.20210618
中图分类号
学科分类号
摘要
In view of the contradiction between reducing the pressure peak in low pressure chamber and increasing the exit velocity of self-ejection,the optimization design of self-ejection was carried out. A motor-low pressure coupled internal ballistic solution model of self-ejection was developed, physical experiments of two working conditions with four rockets were carried out. The multi-population differential evolution algorithm using differential strategy was proposed,“eliminate-complement operation” was adopted to deal with the constraints in the optimization process. A two-objective self-ejection constraint optimization model was established with the peak of pressure in low pressure chamber and the exit velocity considering the actual constraints of self-ejection,and this optimization model was calculated by the multi-population differential evolution algorithm. Results showed that,the Pareto front was of two segments with different slopes approximately. With the increase of pressure peak of low pressure chamber,the same increment of pressure led to a smaller increment of exit velocity. Twelve schemes were evenly selected in Pareto front and ranked by using technique for order preference by similarity to an ideal solution; the peak of pressure in low pressure chamber of the final optimized scheme of self-ejection decreased by 16.11%, the exit velocity of the final optimized scheme increased by 54.55%, and the performance of rocket projectile self-ejection had been improved. © 2023 BUAA Press. All rights reserved.
引用
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页码:1516 / 1524
页数:8
相关论文
共 25 条
[1]  
JIN Bo, The safety and interference analysis of plume in small missile launch from ship surface, (2015)
[2]  
NIU Yusen, Research on internal ballistic flow field characteristics of self-eject launch, (2016)
[3]  
YANG Ziqing, YAO Jialin, WU Guohua, Et al., Ensemble optimization algorithm from covariance matrix adaptive evolution strategy and differential evolution, Control Theory and Application, 38, 10, pp. 1493-1502, (2021)
[4]  
CHEN Zonggan, ZHAN Zhihui, Two-layer collaborative differential evolution algorithm for multimodal optimization problems, Chinese Journal of Computers, 44, 9, pp. 1806-1823, (2021)
[5]  
DENG Libao, LI Chunlei, HAN Rongqing, Et al., TPDE: a tri-population differential evolution based on zonal-constraint stepped division mechanism and multiple adaptive guided mutation strategies[J], Information Science, 575, pp. 22-40, (2021)
[6]  
SALGOTRA R,, SINGH U,, SINGH G,, Et al., A self-adaptive hybridized differential evolution naked mole-rat algorithm for engineering optimization problems[J], Computer Methods in Applied Mechanics and Engineering, 383, (2021)
[7]  
WANG Zhiyu, LI Gaochun, HAN Yongheng, Et al., Ascent and cruise trajectory optimization for ramjet powered missile, Journal of Aerospace Power, 36, 5, pp. 1103-1112, (2021)
[8]  
YAO Lin, MA Dawei, MA Wuning, Et al., Interior ballistics modeling and optimization of one-side ejection device with two-step cylinder, Acta Armamentarii, 38, 3, pp. 466-475, (2017)
[9]  
CHEN Li, CHENG Hongjie, ZHAO Yuan, Et al., Multi-objective combination optimization design of missile gas-ejection internal ballistic, Journal of Propulsion Technology, 39, 12, pp. 2651-2659, (2018)
[10]  
CAO Lin, MENG Jihong, FAN Cong, Et al., Interior ballistic optimization for uncontrolled rocket projectile based on hybrid particle swarm optimization algorithm, Journal of Ballistics, 33, 3, pp. 57-62, (2021)