基于小批量生产的SPC技术研究
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摘要
针对传统SPC技术在小批量生产运用中存在的问题,提出了基于0-1变换的控制无显著性差异工序过程均值、方差的通用控制图模型,实现了小批量生产的实时SPC。
Because there is a shortcoming of traditional SPC technology applied in small-batch production.This paper proposes a general control chart model which is used to monitor operations process mean and variance of insignificance discrepancy based on the 0-1 transform and has achieved the real-time SPC in the small-batch production.
Because there is a shortcoming of traditional SPC technology applied in small-batch production.This paper proposes a general control chart model which is used to monitor operations process mean and variance of insignificance discrepancy based on the 0-1 transform and has achieved the real-time SPC in the small-batch production.
引文
[1]张公绪,孙静.新编质量管理学[M].二版.北京:高等教育出版社,2003.
[2]B.L.Mac Carthy and T.Wasusri,Statistical process control for monitoring scheduling performance—Addressing the problem of correlated data,J Oper Res Soc 52(7)(2001),810.
[3]Pimentel L,Barrueto F.Statistical Process Control:Separating Signal from Noise in Emergency Department Operations[J].The Journal of emergency medicine,2015,48(5):628-638.
[4]Alaeddini A,Dogan I.Using Bayesian networks for root cause analysis in statistical process control[J].Expert Systems with Applications,2011,38(9):11230-11243.
[5]Yin H,Zhang G,Zhu H,et al.An integrated model of statistical process control and maintenance based on the delayed monitoring[J].Reliability Engineering&System Safety,2015,133:323-333.
[6]Glizer V Y,Turetsky V,Bashkansky E.Statistical process control optimization with variable sampling interval and nonlinear expected loss[J].Journal of Industrial and Management Optimization,2015,11(1):105-133.
[7]Hillier F S.Small sample probability limits for the range chart[J].Journal of the American Statistical Association,1967,62(320):1488-1493.
[8]Quesenberry C P.SPC Q-charts for start-up processes and short or long runs[J].Journal of quality technology,1991,23(3):213-224.
[9]余忠华,殷建军,吴昭同.工序相似性分析及其在SPC方法中的应用研究[J].系统工程理论与实践,2002(11):6-10.
[10]王丽颖,孙丽,王秀伦.基于虚拟工序的小批量工序质量控制方法研究[J].计算机集成制造系统,2006,12(8):1263-1266.
[11]中科院数学所概率统计室.常用数理统计表[M].北京:科学出版社,1974.
[2]B.L.Mac Carthy and T.Wasusri,Statistical process control for monitoring scheduling performance—Addressing the problem of correlated data,J Oper Res Soc 52(7)(2001),810.
[3]Pimentel L,Barrueto F.Statistical Process Control:Separating Signal from Noise in Emergency Department Operations[J].The Journal of emergency medicine,2015,48(5):628-638.
[4]Alaeddini A,Dogan I.Using Bayesian networks for root cause analysis in statistical process control[J].Expert Systems with Applications,2011,38(9):11230-11243.
[5]Yin H,Zhang G,Zhu H,et al.An integrated model of statistical process control and maintenance based on the delayed monitoring[J].Reliability Engineering&System Safety,2015,133:323-333.
[6]Glizer V Y,Turetsky V,Bashkansky E.Statistical process control optimization with variable sampling interval and nonlinear expected loss[J].Journal of Industrial and Management Optimization,2015,11(1):105-133.
[7]Hillier F S.Small sample probability limits for the range chart[J].Journal of the American Statistical Association,1967,62(320):1488-1493.
[8]Quesenberry C P.SPC Q-charts for start-up processes and short or long runs[J].Journal of quality technology,1991,23(3):213-224.
[9]余忠华,殷建军,吴昭同.工序相似性分析及其在SPC方法中的应用研究[J].系统工程理论与实践,2002(11):6-10.
[10]王丽颖,孙丽,王秀伦.基于虚拟工序的小批量工序质量控制方法研究[J].计算机集成制造系统,2006,12(8):1263-1266.
[11]中科院数学所概率统计室.常用数理统计表[M].北京:科学出版社,1974.