Application of Multilevel Optimization Algorithm in Artillery Integrated Design

doi:10.3969/j.issn.1000-1093.2022.01.002

Abstract

Abstract: The weapons and equipment are required to have high-mobilility，high-precision，long-range and lightweight in modern warfare. A noverall optimization design method is presented，in which the all aspects of performance of artillery are comprehensively considered. A parametric model of artillery is established，the sensitivity coefficients are calculated using the optimal Latin hypercube experimental design，and a large number of input-output data can be obtained at the same time. The weight values under different firing conditions and different evaluation indexes are calculated from the sensitivity coefficients，and the approximate functions are constructed based on input-output data.A multilevel optimization algorithm is set up based on these results above，and an optimal design scheme would be obtained after the algorithm convergence. The result shows that the evaluation indexes of the optimal design scheme are averagely increased by 22.27%，which is obviously improved compared with the initial design scheme.

Key words: artillery, dynamics, stability, integrateddesign, multileveloptimizationalgorithm

CLC Number:

TJ302

SHAN Chunlai， LIU Pengke， GU Bin， HE Qi， XU Hongying. Application of Multilevel Optimization Algorithm in Artillery Integrated Design[J]. Acta Armamentarii, 2022, 43(1): 11-19.

References

［1］王飞，杨国来，葛建立，等.某火炮射击稳定性的总体参数灵敏度分析与优化[J].火炮发射与控制学报，2014，35（4）：58-61.
WANG F，YANG G L，GE J L，et al.Overall structure parameters sensitivity analysis and optimization of a gun firing stability[J].Journal of Gun Launch & Control，2014，35(4):58-61. （in Chinese）
[2] 徐志远，葛建立，杨国来.影响炮口扰动的火炮总体结构参数灵敏度分析与优化[J].兵器装备工程学报，2016，37（6）：45-48.
XU Z Y，GE J L，YANG G L.Overall structural parameter sensitivity analysis and optimization of gun muzzle disturbance[J].Journal of Ordnance Equipment Engineering，2016，37(6):45-48. （in Chinese）
[3] 曹广群，王建中，朵英贤，等.某轮式自行高炮长连发射击炮口扰动结构参数动力学优化[J].火炮发射与控制学报，2014，35（1）： 52-55.
CAO G Q，WANG J Z，DUO Y X，et al.Structural parameters dynamics optimization of muzzle disturbance in a wheeled self-propelled anti-aircraft gun during long burst fire[J].Journal of Gun Launch & Control，2014，35(1):52-55. （in Chinese）
[4] 刘露阳.轻型榴弹炮动态特性分析及结构优化[D].南京：南京理工大学，2014.
LIU L Y.Dynamic characteristic analysis and structure optimization of lightweight howitzer[D].Nanjing:Nanjing University of Science and Technology，2014. （in Chinese）
[5] 景鹏渊.某轻型火炮反后坐装置特性研究与优化匹配[D].南京：南京理工大学，2017.
JING P Y.Research on characteristics and optimization matching of recoil device of a lightweight artillery[D].Nanjing:Nanjing University of Science and Technology，2017. （in Chinese）
[6] 梁传建，杨国来，王晓峰.基于神经网络和遗传算法的火炮结构动力学优化[J].兵工学报，2015，36（5）：789-794.
LIANG C J，YANG G L，WANG X F.Structural dynamics optimization of gun based on neural networks and genetic algorithms[J].Acta Armamentarii，2015，36(5):789-794. （in Chinese）
[7] 王重，顾克秋，张娅利.基于改进分层序列的下架多工况减重设计[J].火炮发射与控制学报，2017，38(3):47-52.
WANG Z，GU K Q，ZHANG Y L.The lightweight design of undercarriage under different working conditions based on modified stratified sequence method[J].Journal of Gun Launch & Control，2017，38(3):47-52. （in Chinese）
[8] 张新建，顾克秋，刘更喜.某火炮上架多工况拓扑优化设计[J].火炮发射与控制学报，2019，40(3):56-60.
ZHANG X J，GU K Q，LIU G X.Topology optimization of the upper carriage of a gun under multiple working conditions[J].Journal of Gun Launch & Control，2019，40(3):56-60. （in Chinese）
[9] 周乐，杨国来，葛建立，等.基于遗传算法的火炮反后坐装置结构多目标优化研究[J].兵工学报，2015，36(3):433-436.
ZHOU L，YANG G L，GE J L，et al.Structural multi-objective optimization of artillery recoil mechanism based on genetic algorithm[J].Acta Armamentarii，2015，36(3):433-436. （in Chinese）
[10] 萧辉，杨国来，孙全兆.火炮多柔体动力学结构优化研究[J].兵工学报，2017，38（1）：27-34.
XIAO H，YANG G L，SUN Q Z.Research on flexible multi-body dynamics structure optimization of artilleries[J].Acta Armamentarii，2017，38(1):27-34. （in Chinese）
[11] 刘川，薛德庆，贾长治.车载火炮火力与底盘系统匹配优化仿真[J].计算机仿真，2017，34（3）：11-14.
LIU C，XUE D Q，JIA C Z.Optimization and simulation of the matching performance of vehicle gun fire and chassis system[J].Computer Simulation，2017，34(3):11-14. （in Chinese）
[12] 李杰，贾长治，杜中华.融合稳定性与炮口扰动的车载火炮参数优化[J].计算机仿真，2020，37（2）：14-20，32.
LI J，JIA C Z，DU Z H.Research on matching optimization of vehicle artillery with firing stability and muzzle vibration[J].Computer Simulation，2020，37(2):14-20，32. （in Chinese）
[13] 刘恒沙，管小荣，徐诚.某车载火炮发射动力学参数灵敏度分析及优化[J].火力与指挥控制，2020，45（1）:22-26.
LIU H S，GUAN X R，XU C.Sensitivity analysis and optimization of launching dynamics parameters of a vehicle-mounted artillery[J].Fire Control & Command Control，2020，45(1):22-26. （in Chinese）
[14] 夏泽斌，段富海，金霞，等.飞机EMA行星轮减速器多学科协同优化设计[J].机电工程技术，2018，47（1）：31-36．
XIA Z B，DUAN F H，JIN X，et al.Multidisciplinary collaborative optimization design of aircraft EMA planetary gear reducer[J].Mechanical & Electrical Engineering Technology，2018，47(1):31-36. （in Chinese）
[15] 孟军辉，李沫宁，马诺，等．升力体式浮升混合飞艇多学科设计优化[J].北京航空航天大学学报，2021，47（1）：72-83．
MENG J H，LI M N，MA N，et al.Multidisciplinary design optimization of a lift-type hybrid airship[J].Journal of Beijing University of Aeronautics and Astronautics，2021，47(1):72-83. （in Chinese）
[16] 侯文彬，单春来，于野，等．模块化产品族的共享模块筛选方法[J].湖南大学学报（自然科学版），2017，44(2):66-74.
HOU W B，SHAN C L，YU Y，et al.Selection method of sharing modules for modular product family[J].Journal of Hunan University(Natural Sciences)，2017，44(2):66-74. （in Chinese）
[17] 刘钊，凌闻元.考虑不确定性的多学科设计优化方法研究综述[J].包装工程，2021，42(2):35-42.
LIU Z，LING W Y.A review of multidisciplinary design optimization methods considering uncertainties[J].Packaging Engineering，
2021，42(2):35-42. （in Chinese）

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