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An integrated systems engineering methodology for design of vehicle handling dynamics.

机译:一种用于车辆动力学设计的集成系统工程方法。

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摘要

The primary objective of this research is to develop an integrated system engineering methodology for the conceptual design of vehicle handling dynamics early on in the product development process. A systems engineering-based simulation framework is developed that connects subjective, customer-relevant handling expectations and manufacturers' brand attributes to higher-level objective vehicle engineering targets and consequently breaks these targets down into subsystem-level requirements and component-level design specifications. Such an integrated systems engineering approach will guide the engineering development process and provide insight into the compromises involved in the vehicle-handling layout, ultimately saving product development time and costs and helping to achieve a higher level of product maturity early on in the design phase.;The proposed simulation-based design methodology for the conceptual design of vehicle handling characteristics is implemented using decomposition-based Analytical Target Cascading (ATC) techniques and evolutionary, multi-objective optimization algorithms coupled within the systems engineering framework. The framework is utilized in a two-layer optimization schedule. The first layer is used to derive subsystem-level requirements from overall vehicle-level targets. These subsystem-level requirements are passed on as targets to the second layer of optimization, and the second layer derives component-level specifications from the subsystem-level requirements obtained from the first step. The second layer optimization utilizes component-level design variables and analysis models to minimize the difference between the targets transferred from the vehicle level and responses generated from the component-level analysis. An iterative loop is set up with an objective to minimize the target/response consistency constraints (i.e., the targets at the vehicle level are constantly rebalanced to achieve a consistent and feasible solution). Genetic Algorithms (GAs) are used at each layer of the framework.;This work has contributed towards development of a unique approach to integrate market research into the vehicle handling design process. The framework developed for this dissertation uses Original Equipment Manufacturer's (OEM's) brand essence information derived from market research for the derivation and balancing of vehicle-level targets, and guides the chassis design direction using relative brand attribute weights.;Other contributions from this research include development of empirical relationships between key customer-relevant vehicle handling attributes selected from market survey and the various scenarios and objective metrics of vehicle handling, development of a goal programming based approach for the selection of the best solution from a set of Pareto-optimal solutions obtained from genetic algorithms and development of Vehicle Handling Bandwidth Diagrams. .
机译:这项研究的主要目的是在产品开发过程的早期就开发一种用于车辆操纵动力学概念设计的集成系统工程方法。开发了基于系统工程的仿真框架,该框架将主观的,与客户相关的处理期望和制造商的品牌属性与更高级别的目标车辆工程目标联系在一起,从而将这些目标分解为子系统级别的需求和组件级别的设计规范。这种集成的系统工程方法将指导工程开发过程,并深入了解车辆处理布局中涉及的折衷方案,最终节省产品开发时间和成本,并有助于在设计阶段尽早实现更高的产品成熟度。 ;使用基于分解的分析目标级联(ATC)技术以及在系统工程框架内耦合的演化,多目标优化算法,实现了用于车辆操纵特性概念设计的基于仿真的设计方法。该框架用于两层优化计划中。第一层用于从总体车辆级别目标中得出子系统级别的需求。这些子系统级别的要求作为目标传递给优化的第二层,第二层从第一步获得的子系统级别的要求中得出组件级别的规范。第二层优化利用组件级设计变量和分析模型来最小化从车辆级别传递的目标与组件级分析生成的响应之间的差异。建立迭代循环的目的是最小化目标/响应一致性约束(即,不断调整车辆级别的目标以实现一致且可行的解决方案)。框架的每一层都使用了遗传算法(GA)。这项工作为开发一种独特的方法做出了贡献,该方法将市场研究整合到了车辆操纵设计过程中。本论文开发的框架使用原始设备制造商(OEM)的品牌本质信息从市场研究中得出,以达到车辆目标的平衡和平衡,并使用相对品牌属性权重来指导底盘设计方向。开发从市场调查中选择的与客户相关的关键客户相关车辆处理属性与车辆处理的各种场景和客观指标之间的经验关系,开发基于目标编程的方法,以从获得的一组帕累托最优解决方案中选择最佳解决方案来自遗传算法和车辆处理带宽图的开发。 。

著录项

  • 作者

    Hazare, Mandar A.;

  • 作者单位

    Clemson University.;

  • 授予单位 Clemson University.;
  • 学科 Automotive engineering.;Computer engineering.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 261 p.
  • 总页数 261
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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