摘要
在"企业集团小微化"背景下,针对装配类小微的生产现状,构建融合DMAIC(Define,Measure,Analysis,Improve,Control)过程的价值流分析模型(DMAICVSM),并在建立价值流成熟度模型的基础上,利用BP神经网络进行价值流成熟度评定.以当前价值流成熟度为改进起点,以未来价值流成熟度为改进目标,量化改进空间并规划成熟度进化路线,达成对装配线的持续改进.结合某装配类小微的生产实际,验证了DMAIC-VSM的可行性.
Under the background of "group into SMEs(small and micro enterprises)",with the production situation of small and micro assembly enterprises,this paper constructs the model of value stream analysis fusion DMAIC process(DMAIC-VSM)on the basis of the value stream maturity model and the value maturity assessment is done based on BP neural network.Continuous improvement of the assembly line will start from the maturity of current value stream,target at the maturity of future value stream,and plans the maturity evolution route.The feasibility of the DMAIC-VSM model is verified by combining the production conditions of small and micro assembly plant.
作者
苏志强
许磊
彭广州
郭威
江平宇
SU Zhiqiang;XU Lei;PENG Guangzhou;GUO Wei;JIANG Pingyu(State Key Laboratory for Manufacturing Systems Engineering,Xi’an Jiaotong University,Xi’an 710054,China;HefriHaier air conditioner manufacturing Co.,Ltd,Hefri 230601,China)
出处
《成组技术与生产现代化》
2018年第1期46-53,57,共9页
Group Technology & Production Modernization
基金
国家科技部创新方法工作专项资助项目(2016IM010100)
关键词
价值流
小微企业
流水线
价值流成熟度
value stream mapping
small and micro enterprises
assembly line
value stream maturity