基于GM模型的大规模定制质量预测问题研究

在分析GM模型的灰色建模方法的基础上,针对大规模定制生产模式下质量控制中存在的问题,提出了采用灰数(GM)模型的灰色预测方法预测产品质量特性,并通过大规模定制的生产实例分析验证了该方法的可行性及预测精度.结果表明,应用灰色质量预测能更好地解决生产初期或产品转变生产类型后的质量问题,从而控制产品质量.

Quality Prediction for Mass Customization Based on GM Model

Based on analyzing grey modeling methods of GM model, a prediction method of GM model was proposed to predict product quality characteristic so as to solve the problems for mass customization production. The certain production instance of mass customization was used to validate its feasibility and veracity. The result indicates that the grey prediction method is proper to solving the quality problems in initial period of production or interim of transformation product type. Thereby this method is useful to control product quality for mass customization.