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A thorough Six Sigma DMAIC application for household appliance manufacturing systems: Oven door-panel alignment case

机译:用于家用电器制造系统的彻底六西格玛DMAIC应用:烤箱门板对齐情况

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Purpose - The purpose of this study is to analyze door-panel alignment defects seen in built-in ovens manufactured in one household appliances company's plant. Alignment defects in oven door panel substantially affect aesthetics of the product which is an important aspect in driving customer preference and satisfaction. Therefore, this study aimed to increase the initial 3.1 sigma level of oven-manufacturing process to at least 4 sigma level by decreasing a particular door-panel alignment defect, which constituted 67.7 percent of the overall alignment defects. Design/methodology/approach - The goals were achieved through a structured Six Sigma implementation with lean element by utilizing various Six Sigma tools such as workflow, Pareto-analysis, measurement system analyses, control-charts, process capability analysis, cause- and effect-diagram and hypotheses tests. A non-value-added step was also eliminated through the lean approach. Findings - Through Six Sigma implementation, the initial 3.1 sigma process performance level has been increased to 4.4 sigma level leading to substantial decrease in alignment defects. Originality/value - In the quality management literature, not many papers directly deal with aesthetics and appearance problems of the products especially in the household appliances industry. Moreover, hypothesis testing is not frequently used in Six Sigma implementations in the literature. In addition to limited usage of hypothesis testing, very few studies conducted a thorough measurement system analysis. Considering these gaps in the Six Sigma literature, this study fills an important gap in research by implementing a detailed Six Sigma study, enhanced with hypothesis testing and a thorough measurement system analysis, on the aesthetics and appearance of the product.
机译:目的 - 本研究的目的是分析在一家家电公司植物中制造的内置烤箱中看到的门板对准缺陷。烤箱门面板中的对准缺陷基本上影响了产品的美学,这是驾驶客户偏好和满足的一个重要方面。因此,本研究旨在通过减少特定的门面板对准缺陷将烘箱制造过程的初始3.1 sigma水平提高到至少4个σ的水平,这构成了总对准缺陷的67.7%。设计/方法/方法 - 通过利用各种六种Sigma工具,通过使用各种六种Sigma工具,如工作流程,普通分析,测量系统分析,控制图,过程能力分析,原因和效果来实现目标图和假设测试。通过瘦方法也消除了非增值步骤。调查结果 - 通过六西格玛实施,初始3.1Σ过程性能水平已增加到4.4秒的σ水平,导致对准缺陷的重大减少。原创性/价值 - 在质量管理文献中,并不是许多论文直接处理尤其是家电行业的产品的美学和外观问题。此外,假设检测不频繁地在文献中的六种Sigma实现中使用。除了有限的假设检验的使用外,很少有研究进行了彻底的测量系统分析。考虑到六西格玛文学中的这些差距,本研究通过实施详细的六西格玛研究,增强了假设检测和彻底的测量系统分析,在产品的美学和外观上填补了研究中的一个重要差距。

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