Multi-objective Optimization of Interior Ballistic Performance using NSGA-Ⅱ

来源 :工信部七校青年学者论坛 | 被引量 : 0次 | 上传用户:yoclin
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  This paper investigates an interior ballistic design with equal and unequal web thicknesses of seven perforation propellant grains using optimization methods.In order to reveal the influences of the web thickness of the propellant grains on the overall interior ballistic performance, burning of seven perforation propellant grains with both equal and unequal web thickness is modeled.A currently popular evolution algorithm (EA) is used to compare two charge shapes, and to seek which one could achieve the optimal ballistic performance.Complete optimization of the interior ballistic performance is a complex process in view of the conflicting objectives to be achieved and a solution to such problems is sought by converting them into a single composite objective and using many tedious measurements.In this paper, a true multi-objective optimization of the interior ballistic charging design is carried out by considering three objectives simultaneously.The Non-dominated Sorting Genetic Algorithm version Ⅱ (NSGA-Ⅱ) is used to solve this multi objective optimization problem (MOP).In order to check its implementation, both the conventional optimization algorithm-hill climbing method (HCM) and NSGA-Ⅱ are used to solve the same single objective problem.The NSGA-Ⅱ used to capture the full Pareto-optimal front is capable of identifying the trade-off among the conflicting objectives thereby providing alternative useful designs for a designer, Furthermore, for seven perforation propellant grains, the results of using equal web thickness are compared with those of unequal web thickness, and it is shown that the two charge shapes produce no distinct difference in the interior ballistic performance.
其他文献
会议
会议
We report the synthesis of versatile hyperbra nched ferrocene-containing poly(boro)carbosilanes (hb PBCS) via a convenient "A2 + B3" approach.Two types of hb-PBCS are obtained by the hydrosilylation o
会议
A contaminant-free surface of single-crystal α-Al2O3 (or sapphire) substrates is key to the experimental studies o fits surface and interfacial properties at ambient conditions.Here we critically eval
会议
会议
会议
会议
Inrecent years, the lattice Boltzmann method (LBM) has been utilized to simulate various complex flow situations, including multiphase flows, microflows,bioflows, and convection-diffusion and heat tra
In laser ignition system, to ignite the propellant, laser has to be transmitted into chamber through an optical window.If the optical window is destroyed by high pressure or high temperature, or conta
会议