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An Integrated Approach for Enhancing the Quality of the Product by Combining Robust Design and Customer Requirements

机译:通过结合稳健的设计和客户要求来提高产品质量的集成方法

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摘要

Enhancing the quality of the product has always been one considerable concern of production process management, and this subject gave way to implementing so many methods including robust design. In this paper, robust design utilizes response surface methodology (RSM) considering the mean and variance of the response variable regarding system design, parameter design, and tolerance design. In this paper, customer requirements and robust design are regarded simultaneously to achieve enriched quality. Subsequently, with a non-linear programming, a novel method for integrating RSM and quality function deployment has been proposed to achieve robustness in design. The customer requirements are regarded in every stage of product development process meaning system design, parameter design and tolerance design. To validate the applicability of the proposed approach, it has been implemented in a real case of chemical industry. Research findings show that the proposed method is much better than other existing methods including MSE and dual response methods. According to this method, the resulted mean is better than MSE method, and more importantly, the variance of the process is approximately 14% and 10% lesser than dual response and MSE method.
机译:一直以来,提高产品质量一直是生产过程管理中的一个令人关注的问题,这个问题让位于实现包括稳健设计在内的许多方法。在本文中,健壮的设计利用响应面方法(RSM)考虑系统设计,参数设计和公差设计中响应变量的均值和方差。在本文中,同时考虑了客户需求和坚固的设计以实现丰富的质量。随后,通过非线性编程,提出了一种集成RSM和质量功能部署的新颖方法,以实现设计的鲁棒性。在产品开发过程的每个阶段(系统设计,参数设计和公差设计)都要考虑客户需求。为了验证该方法的适用性,该方法已在化工行业的实际案例中实施。研究结果表明,该方法比其他现有方法(包括MSE和双重响应方法)要好得多。根据此方法,所得平均值优于MSE方法,更重要的是,该过程的方差比双重响应和MSE方法小14%和10%。

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