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针对目前汽车悬架设计中存在的问题,提出了一种基于近似模型和遗传算法的高效全局优化设计方法.使用Kriging方法重构目标函数,建立了悬架运动学分析的近似模型;采用了CVT试验设计以确保参数空间中样本点分布的均匀性;在重构出的目标函数基础上采用遗传算法进行寻优.以双横臂式前独立悬架为例,以车轮接地点侧向最大滑移量为优化目标进行了优化设计.结果表明,采用该设计方法可缩短设计周期及降低设计成本. 相似文献
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为提高FSAE赛车传动系统差速器支撑架的结构强度并减小其质量,采用协同优化与可靠性分析方法,以安全系数、最大应力和质量作为协同优化目标,选取支撑架的疲劳寿命和最小安全系数为可靠性约束,建立可靠性优化设计模型;基于有限元分析的样本点数据进行求解,对有限元仿真结果进行拓扑优化并设置结构参数变量。结果表明,优化后结构满足工程设计所需强度和安全要求,在最小安全系数仅减小3.61%的情况下支撑架质量减少7.14%,达到了优化目标。 相似文献
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以直齿圆柱齿轮体积为优化的目标函数,给出了通用的优化设计数学模型。并结合实例利用C 语言和Matlab语言二次开发的优化设计程序进行了优化计算。结果表明,该方法可大大提高齿轮结构参数优化设计编程的效率和质量。 相似文献
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介绍了沥青混合料配合比优化设计系统。该系统采用面向对象建模技术设计方法进行设计,用“结构分析法”对系统进行了分析,并通过实例验证了矿料组成优化设计方法的先进性、合理性。 相似文献
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《JSAE Review》1998,19(3):251-255
For a crash analysis using the FEM with respect to a structure which is composed of thin plates, a structure study method was developed. This method is based on the concept that making each plastic strain value of all shell elements almost equal is effective in the weight reduction of such a structure.In this paper, application results and a robust design by means of this method are described. 相似文献
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随着近年来能源危机的不断升温,汽车轻量化的设计得到广大汽车厂商的青眯。本文结合热交换原理对江淮某款轻卡中冷器进行了轻量化设计,取得了一定的效果,可以应用于其它同类车型的设计和参考。 相似文献
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In order to effectively solve modern automotive design problems including the results of nonlinear FEA and multi-body dynamics, a progressive meta-model based design optimization is presented. To reduce the number of initial sample points, two sampling methods are introduced. Then, for efficient and stable construction of meta-models, three metamodel methods are newly introduced which are numerically based on the singular value decomposition technique. To design a practical system considering manufacturing tolerances and optimizing multiple performances, a robust design optimization, 6-sigma constraints and multi-objective strategies are implemented when solving the approximate optimization problem constructed from the meta-models. Until the convergence criteria are satisfied, the initially developed meta-models are progressively improved by adding only one point that minimizes the approximate Lagrangian in the consecutive optimization iterations. Finally, one validation sample and four automotive applications are solved to show the effectiveness of the proposed approach. 相似文献
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J. K. Kim Y. J. Kim W. H. Yang Y. C. Park K.-H. Lee 《International Journal of Automotive Technology》2011,12(3):375-381
This study proposes a structural design method for an outer tie rod installed in a passenger car. The weight of the outer
tie rod is optimized by using the aluminum alloy Al6082M, which is developed as a steel-substitute material, and applying
structural optimization techniques. The high strength aluminum with improved mechanical properties was developed to reduce
the weight of the outer tie rod. The newly developed aluminum alloy Al6082M is applied as the material of the outer tie rod.
The static strength due to inertia force, durability and buckling performances are considered in the structural design of
the outer tie rod. At the proto design stage of a new outer tie rod, it is cost-effective to utilize FE (finite element) analysis
to predict each of these performances. In addition, the current trend in the structural design of automobile parts is to use
optimization techniques to reduce the weights of the parts. First, for an arbitrary base design, the static strength, the
life cycle and the buckling load are calculated to check whether the design satisfies its criteria. Then, the critical performance
is selected so as to include its loading condition only in the optimization process. In this study, the metamodel based optimization
process using kriging is adopted to obtain the minimum weight satisfying the critical design requirement. Then, the feasibility
of the determined optimum shape is investigated against the other performances. Finally, the optimum design of outer tie rod
is modified by considering forging efficiency. The performances of the final design are investigated through simulation and
experiment. 相似文献
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This paper presents a robust optimization design method based on Six Sigma quality control criteria to improve the design
of a powertrain mounting system (PMS). The powertrain is modeled as a rigid body having six degrees of freedom (DOF) connected
to a rigid base by four rubber mounts, and each mount is simplified as a three-dimensional spring-damper element in its local
coordinate system (LCS). The calculation method based on energy decoupling is used to estimate the decoupling ratios of a
PMS. The location and static stiffness of each mount and the orientations of the two anti-torsion mounts are selected as uncertain
design variables, and the nominal values of these design variables are optimized to obtain a robust Six Sigma design for a
PMS. The uncertain design variables are characterized by a perturbation or percent variation around their nominal values.
The generalized reduced gradient (LSGRG2) optimization method is employed to solve the robust optimization problem, and a
second-order Taylor series expansion is used to estimate the statistical properties of the performance constraints and objectives.
The optimization results show that the robust design ensures good robustness or high reliability for the natural frequencies,
decoupling ratios, and frequency separation constraints of a PMS. 相似文献
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P. Urbina P. Orta H. Ahuett-Garza 《International Journal of Automotive Technology》2014,15(6):909-917
This paper proposes a procedure to improve the design of an automobile crashworthiness using the deceleration pulse in a simplified form as a design variable. A complete vehicle in a full frontal crash was simulated to find its deceleration pulse by finite element method. Based on this deceleration pulse, sled tests were performed, also in a virtual environment. Comparisons between the real deceleration pulse and a simplified pulse were made based on the HIC15 produced. The simplified pulse is developed by dividing the pulse in three phases, each with a constant level of deceleration. Simulations were made to minimize the HIC15 changing parameters in the restraint system and in the deceleration pulse. An expression was found to relate HIC15 and the first phase of the deceleration pulse. A design case using this expression is presented. The benefits of using the pulse as a design variable along with the restraint system are accounted. 相似文献
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Bumper optimum design using the dynamically equivalent beam under various impact conditions 总被引:1,自引:0,他引:1
D. K. Park 《International Journal of Automotive Technology》2014,15(6):937-943
Nowadays it is required for the bumper system to meet the various impact conditions simultaneously; barrier impact, IIHS (Insurance Institute for Highway Safety) bumper impact and pedestrian impact. Firstly, dynamically equivalent bumper beam models were developed for each impact condition and its accuracy was verified by nonlinear finite element analysis result. Dynamically equivalent pedestrian impact beam model was developed by using the equivalent forces of bumper beam and stiffeners. Pedestrian bending angle was obtained by using this equivalent pedestrian beam model. By combining these equivalent beam models, bumper optimum design program was developed. In this optimum design program, direct search method was used for the optimization algorithm. To verify the accuracy of this optimum design program, a nonlinear finite element result was used. By using this optimum design program, it can be secured the bumper impact performances in an early design stage and it will be also contributed to reduce the design time and test costs. 相似文献
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D. O. Kang S. J. Heo M. S. Kim W. C. Choi I. H. Kim 《International Journal of Automotive Technology》2012,13(1):109-122
This study presents the robust design optimization process of suspension system for improving vehicle dynamic performance
(ride comfort, handling stability). The proposed design method is so called target cascading method where the design target
of the system is cascaded from a vehicle level to a suspension system level. To formalize the proposed method in the view
of design process, the design problem structure of suspension system is defined as a (hierarchical) multilevel design optimization,
and the design problem for each level is solved using the robust design optimization technique based on a meta-model. Then,
In order to verify the proposed design concept, it designed suspension system. For the vehicle level, 44 random variables
with 3% of coefficient of variance (COV) were selected and the proposed design process solved the problem by using only 88
exact analyses that included 49 analyses for the initial meta-model and 39 analyses for SAO. For the suspension level, 54
random variables with 10% of COV were selected and the optimal designs solved the problem by using only 168 exact analyses
for the front suspension system. Furthermore, 73 random variables with 10% of COV were selected and optimal designs solved
the problem by using only 252 exact analyses for the rear suspension system. In order to compare the vehicle dynamic performance
between the optimal design model and the initial design model, the ride comfort and the handling stability was analyzed and
found to be improved by 16% and by 37%, respectively. This result proves that the suggested design method of suspension system
is effective and systematic. 相似文献
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随着机制砾砂及喷射混凝土在工程中的广泛应用,机制砾砂喷射混凝土的应用已引起工程建设者的重视。结合某公路边坡机制混合砾砂喷射混凝土加固工程,通过现场试验及采样分析,开展机制混合砾砂的生产、砾砂喷射混凝土的配合比设计及施工工艺的研究,从而得出了一些有益的结论,为机制砾砂喷射混凝土在工程中的应用提供有益的借鉴。 相似文献