期刊文献+

随机飘移下变抽样区间图的设计 被引量:2

Design of Variable Sampling Intervals  Control Charts Based on Random Process Shifts
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摘要 利用质量控制图监督生产过程时,通常每隔固定时间从过程中抽取固定容量的样本,具有动态特性的控制图比传统静态图能更快地发现过程变化。假定过程均值的飘移服从某种连续概率分布下设计了变抽样区间图,计算了其统计性质和质量损失,并与传统休哈特图作了比较。结果显示,从整体表现上,变抽样区间图显著地优于休哈特图。本文的目标是从统计性质和经济成本2个角度显示变抽样区间图相对于传统休哈特图的优势所在,帮助决策者选择表现更好的控制图。 Using control chart to monitor a production process,usual practice is to take the samples at fixed time.Recent research shows that adaptive control charts is more efficient than the static charts.Based on the continuous probability distribution of the random process mean shifts,this paper designed variable sampling intervals(VSI)  control charts and calculated its statistical and economic properties.The results of the comparison with the fixed sampling intervals(FSI)  charts show that these charts are superior to the Shewhart control charts in view of overall performance.The purpose of this paper is to show the advantages of VSI charts relative to FSI charts from the two points of statistical properties and(economic) cost,and helps the decision-makers choose better control charts.
出处 《系统管理学报》 CSSCI 北大核心 2010年第1期89-92,107,共5页 Journal of Systems & Management
基金 全国统计科学研究计划重点资助项目(2009LZ010) 浙江省教育厅资助项目(Y200907082)
关键词 控制图 变化抽样区间 质量损失 control chart variable sampling interval quality loss
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参考文献16

  • 1Reynolds Jr, M R Amin, R. W, et al. x^- charts with variable sampling intervals [J]. Technometrics, 1988, 30:181-192. 被引量:1
  • 2Tagaras G. A survey of recent development in the adaptive control charts [J]. Journal of Quality Technology, 1998,30:212-231. 被引量:1
  • 3王兆军.关于动态质量控制图的设计理论[J].应用概率统计,2002,18(3):316-333. 被引量:43
  • 4Celano G, Costa A F B. Statistical design of variable sample size and sampling interval x^- control charts with run rules [J]. International Journal of Advanced Manufacturing Technology, 2006,28 : 966-977. 被引量:1
  • 5Lin Yu-Change, Chou Chao-Yu. Non-normality and the variable parameters x charts [J]. European Journal of Operational Research ,2007,176:361-373. 被引量:1
  • 6Elsayed E A, Chen A. An economic design of x^- charts using quadratic loss function [J]. International Journal of Production Research, 1994, 32 (4) : 873- 887. 被引量:1
  • 7Ben daya M, Duffuaa S O. Integration of Taguchi's loss function approach in the economic design of x^- chart [J]. International Journal of Quality and Reliability Management, 2003, 20(5) :607-619. 被引量:1
  • 8Junichi Kobayashi, Arizono I, Takemoto Y. Economic operation of (x, s) control chart indexed by Taguchi's loss function [J]. International Journal of Production Research, 2003, 41(6): 1115-1132. 被引量:1
  • 9Wu Z, Shamsuzzaman M, Pan E S. Optimization design of control charts based on Taguchi's loss function and random process shifts[J]. International Journal of Production Research, 2004, 42 (2) : 379-390. 被引量:1
  • 10Andras. Control charts; a cost-optimization approach for processes with random shifts [J]. Applied Stochastic Models in Business and Industry, 2004, 20: 185-200. 被引量:1

二级参考文献19

  • 1濮晓龙.关于CUSUM检验的研究与改进,华东师大博士论文[M].,2000.. 被引量:1
  • 2Z WU,M Shamsuzzaman,E S PAN.Optimization design of control charts based on Taguchis loss function and random process shifts[J].International Journal of Production Research,2004,42(2):379-390. 被引量:1
  • 3D T PHAM,E OZTEMEL.XPC:an on-line expert system for statistical process control[J].International Journal of Production Research,1992,30(12):2857-2872. 被引量:1
  • 4D T PHAM,M A WANI.Feature-based control chart pattern recognition[J].International Journal of Production Research,1997,35(7):1875-1890. 被引量:1
  • 5Lloyd S Nelson.Monitoring reduction in variation with a range chart[J].Journal of Quality Technology,1990,22(2):163-165. 被引量:1
  • 6Rahim M A, Al-Sultan K S. Joint determination of the target mean and variance of a process [J]. Journal of Quality Maintenance Engineering, 2000, 6(3): 192-199. 被引量:1
  • 7Rahim M A, Shaibu A B. Economic selection of the mean and upper limit for a canning problem with limited capacity [J]. Process Control and Quality, 2000, 11(5): 369-381. 被引量:1
  • 8Cho B R, Kim Y J, Kimbler D L, Phillips M D. An integrated joint optimization procedure for robust and tolerance design [J]. International Journal of Production Research, 2000, 38(10): 2309-2325. 被引量:1
  • 9Cho B R, Ferrell W G, Kimbler D L. Development of the optimum product specification for an exponential-type quality characteristic [J]. International Journal of Reliability, Quality and Safety Engineering, 1996, 3(3): 243-256. 被引量:1
  • 10Hall R I, Eillon S. Controlling production processes which are subject to linear trend [J]. Operational Research Quarterly, 1963, 14(3): 179-189. 被引量:1

共引文献48

同被引文献27

  • 1Reynolds M R, Jr Amin R W, Arnold J C, et al. X charts with variable sampling intervals [ J ]. Technometrics, 1988, 30(2) :181-192. 被引量:1
  • 2Costa A F B. Xcharts with variable sample size [ J ]. Journal of Quality Technology, 1994,26 ( 3 ) : 155-163. 被引量:1
  • 3Prabhu S S, Montgomery D C, Runger G C. A combined a- daptive sample size and sampling intervalX control scheme [ J ]. Journal of Quality Technology, 1994,26 ( 3 ) : 164-176. 被引量:1
  • 4Lin Y C, Chou C Y. Robustness of the variable sample size and control limit X chart to non normality [ J ]. Communica- tions in Statistics Theory and Methods, 2005,34 ( 3 ) : 721- 743. 被引量:1
  • 5Costa A F B..~ charts with variable parameters[ J ]. Journal of Quality Technology, 1999,31 (4) :408-416. 被引量:1
  • 6Tagaras G. A survey of recent developments in the design of adaptive control charts [ J ]. Journal of Quality Technology, 1998,30(3) :212-231. 被引量:1
  • 7Lin Y C, Chou C Y. The variable sampling rate . control charts for monitoring autocorrelated processes [ J ]. Quality and Reliability Engineering International, 2008,24 ( 7 ) : 855- 870. 被引量:1
  • 8Chen Y K, Hsieh K L, Chang C C. Economic design of the VSSI X control charts for correlated data [ J ]. International Journal of Production Economics, 2007,107(2) :528-539. 被引量:1
  • 9Lin Y C, Chou C Y. Non-normality and the variable param- eters X control charts [ J ]. European Journal of Operational Research,2007,176 ( 1 ) : 361-373. 被引量:1
  • 10Jensen W A, Bryce G R, Reynolds M R Jr. Design issues for adaptive control charts [ J ]. Quality and Reliability En- gineering International, 2008, 24(4) : 429-445. 被引量:1

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