Multi-objective Optimal Design of Automatic Underwater Vehicle Shell Structure

doi:10.3969/j.issn.1000-1093.2014.03.015

Abstract

Abstract: A multi-objective optimal method based on adaptive response surface is proposed for the multi-objective optimization of deep-sea AUV (automatic underwater vehicle) shell structure. The original samples are obtained by the experimental design, the response surface methodology is used to create an approximate model, and the Pareto solution set is obtained after optimization. A spatial sampling method is introduced to get the equally distributed samples from Pareto solution set.

Key words: system engineering methodology, shell structure, multi-objective optimization, adaptive response surface, grey relational analysis

CLC Number:

TJ63

DONG Hua-chao, SONG Bao-wei, WANG Peng. Multi-objective Optimal Design of Automatic Underwater Vehicle Shell Structure[J]. Acta Armamentarii, 2014, 35(3): 392-397.

References

［1］宋保维，李楠.iSIGHT在多目标优化问题中的研究[J]. 火力与指挥控制,2008,33(6)：133-136.
SONG Bao-wei, LI Nan. Application research of iSIGHT in solving multi-objective design optimization problems[J]. Fire Control and Command Control, 2008，33(6)：133-136.(in Chinese)
[2］何惠江，李楠.基于APDL的鱼雷壳体结构参数化建模[J]. 鱼雷技术, 2010,18(4):246-248.
HE Hui-jiang, LI Nan. Parametric modeling of torpedo shell structure based on APDL[J].Torpedo Technology,2010,18(4):246-248. (in Chinese)
[3］李亦文，徐涛，徐天爽，等. 车身低速碰撞吸能结构的优化设计[J].北京理工大学学报,2010,30(10):1175-1179.
LI Yi-wen, XU Tao, XU Tian-shuang, et al. Optimal design of energy-absorbing structure of autobody under low-speed crash[J].Transactions of Beijing Institute of Technology, 2010,30(10):1175-1179. (in Chinese)
[4］甘文彪，阎超.高超声速飞行器后体/尾喷管优化设计[J].北京航空航天大学学报,2011,37(11):1440-1445.
GAN Wen-biao, YAN Chao. Afterbody/nozzle optimal design of hypersonic vehicle[J]. Journal of Beijing University of Aeronautics and Astronautics, 2011,37(11):1440-1445. (in Chinese)
[5］ Shan S, Wang G G. Survey of modeling and optimization strategies for high-dimensional design problems[C]∥12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. British Columbia: AIAA, 2008: 5842.
[6］ Wang D, Naterer G F, Wang G. Adaptive response surface method for thermal optimization: application to aircraft engine cooling system[C]∥8th AIAA/ASME Joint Thermophysics and Heat Transfer Conference. St Louis: AIAA, 2002:1-10.
[7］兰凤崇，钟阳，庄良飘，等.基于自适应响应面法的车身前部吸能部件优化[J].汽车工程,2010,32(5):404-408.
LAN Feng-chong, ZHONG Yang, ZHUANG Liang-piao, et al. Optimization of energy-absorbing members in front-end of car body based on adaptive response surface method[J]. Automative Engineering, 2010,32(5):404-408. (in Chinese)
[8］ Saltelli A, Ratto M. Global sensitivity analysis: the primer[M]. England: John Wiley & Sons Ltd,2008: 53-99.
[9］胡成亮，刘全坤，王强，等.基于灰色关联和模糊逻辑的齿轮锻模多目标优化设计[J]. 中国机械工程,2007,18（14）：1739-1742.
HU Cheng-liang, LIU Quan-kun, WANG Qiang, et al. Multi-objective optimal design of the gear forging die based on grey relational andfuzzy logic[J].China Mechanical Engineering, 2007,18(14): 1739-1742. (in Chinese)
[10］ Cvetkovic D, Parmee I C. Preferences and their application in evolutionary multiobjective optimization[J]. IEEE Transactions on Evolutionary Computation, 2002,6(1):42-45.

[1]	CHEN Liang， LIU Rong-zhong， GUO Rui， ZHAO Bo-bo， LIU Lei， YANG Yong-liang. Multi-objective Optimization on Aerodynamic Shape of Projectile with Twisted Empennages [J]. Acta Armamentarii, 2016, 37(7): 1187-1193.
[2]	WANG Yu-kui, LI Hong-ru, HUANG Zhi-jie, ZHAO Xu-cheng. S Transform Relative Spectrum Entropy and Its Application in Degradation State Identification of Hydraulic Pump [J]. Acta Armamentarii, 2016, 37(6): 979-987.
[3]	KE Hong-fa， ZHANG Jun-qi， ZHU Ji-lu， GE Xuan. Fidelity Evaluation of Electromagnetic Environment in Operational Tests of Electronic Equipment [J]. Acta Armamentarii, 2016, 37(4): 756-762.
[4]	NING Xiao-lei， WU Ying-xia， YU Tian-peng， CHEN Wei-bo， SHAN Bin， ZHANG Yan. Research on Comprehensive Validation of Simulation Models Based on Improved Grey Relational Analysis [J]. Acta Armamentarii, 2016, 37(2): 338-347.
[5]	XIA Wei， LIU Xin-xue， FAN Yang-tao， YUAN Feng-gang. Weapon-target Assignment with an Improved Multi-objective Particle Swarm Optimization Algorithm [J]. Acta Armamentarii, 2016, 37(11): 2085-2093.
[6]	YAN Yan， HAO Jia ， CHEN Zhong-ming， WANG Guo-xin， SHA Jin-long. Design Scheme Evaluation Based on Fuzzy Decision Maps and Grey Relational Analysis [J]. Acta Armamentarii, 2016, 37(10): 1934-1940.
[7]	ZHANG Ying, YANG Ren-nong, ZUO Jia-liang, JING Xiao-ning, HE Gui-bo. Improved Decomposition-Based Evolutionary Algorithm for Multi-objective Optimization Model of Dynamic Weapon-targetAssignment [J]. Acta Armamentarii, 2015, 36(8): 1533-1540.
[8]	WEI Ran, WANG Xian-hui, ZHOU Yun-bo, WANG Liang-mo, ZHENG Ya-li. Application of Pareto Optimality in Protective Structure Design of Vehicle Underbody [J]. Acta Armamentarii, 2015, 36(6): 1061-1066.
[9]	ZHOU Le， YANG Guo-lai， GE Jian-li， WANG Fei. Structural Multi-objective Optimization of Artillery Recoil Mechanism Based on Genetic Algorithm [J]. Acta Armamentarii, 2015, 36(3): 433-436.
[10]	YANG Li, MA Xiao-bing. Storage Availability Modeling and Cost Analysis for a Repair-replacement Series System [J]. Acta Armamentarii, 2015, 36(3): 552-558.
[11]	ZHANG Zhong-min， LI Jun-shan， SONG Ping₂, YAN Qi-fei. A Multi-agent Intelligent Decision Approach Based on Fuzzy Analytic Hierarchy Process for Service Status of ElectronicCountermeasures Equipment [J]. Acta Armamentarii, 2014, 35(4): 516-522.
[12]	YANG Li， SUN Zhi-li， YIN Ming-ang， WANG Yu-ning. Optimization Design of Cartridge Pressing Structure for Feed Mechanism Based on the Sensitivity Analysis of Multi-attributeDecision Making [J]. Acta Armamentarii, 2014, 35(2): 241-247.
[13]	ZENG Jia-you, WANG Guo-wei, ZHONG Jian-lin, XIE Yu-peng. Research on Cooperative Saturation Attack Problems and Models of Ship-to-ship Missiles from Multi-ship Platforms [J]. Acta Armamentarii, 2014, 35(2): 256-261.
[14]	ZHU Sun-ke, MA Da-wei, YU Cun-gui, LE Gui-gao. Study on MRLS Direction Pipe's Multi-objective Optimization and Multi-attribute Decision Making [J]. Acta Armamentarii, 2010, 31(11): 1413-1417.
[15]	ZUO Lin-xuan, WANG Jin-jun. Airfoil Design Optimization at Low Reynolds Number [J]. Acta Armamentarii, 2009, 30(8): 1073-1077.