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首页> 外文期刊>Journal of Computing and Information Science in Engineering >Design Optimization for Sustainable Products Under Users' Preference Changes
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Design Optimization for Sustainable Products Under Users' Preference Changes

机译:用户偏好变化下的可持续产品设计优化

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Decisions made in the early design phase enormously contribute to the performance of a product during its life cycle. Since users' preferences may change over time, a product design should be revised under the preference change. Providing accurate data for designers ensures an optimal decision for product design; this research presents a new method to assess effects of the quantified changes on product cost and development time. In addition, two models to optimize design under unexpected disturbances are proposed. Normally, optimal parameters require several search iterations in design process before finalizing a product. The design time in terms of number of iterations can be reduced by adding resources in each iteration using modern control engineering methods. However, adding resources will increase the design cost. The proposed method in this research minimizes the total product design cost and environmental impacts under changes of users' preferences. The method is validated using an example of the smartphone design. The research novelty is a method of applying quantified changes of external disturbances (such as changes in users' preferences) in the design process, addressing a real problem in industry, and proposing optimal models of products for reduced cost and environmental impacts.
机译:在设计的早期阶段做出的决定会极大地影响产品在其生命周期中的性能。由于用户的偏好可能会随时间而变化,因此应根据偏好更改来修订产品设计。为设计师提供准确的数据可确保为产品设计做出最佳决策;这项研究提出了一种评估量化变化对产品成本和开发时间的影响的新方法。另外,提出了两种在意外干扰下优化设计的模型。通常,最佳参数在完成产品之前需要在设计过程中进行几次搜索迭代。通过使用现代控制工程方法在每次迭代中添加资源,可以减少基于迭代次数的设计时间。但是,添加资源会增加设计成本。本研究中提出的方法最大程度地降低了用户喜好改变时的总产品设计成本和环境影响。使用智能手机设计示例验证了该方法。研究的新颖性是一种在设计过程中应用量化的外部干扰变化(例如用户偏好的变化),解决行业中的实际问题并提出最佳产品模型以降低成本和环境影响的方法。

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