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Volumn 13, Issue 4, 1999, Pages 413-425

On-line control chart pattern detection and discrimination-a neural network approach

Author keywords

Artificial neural networks; Average run length; Control charts; Pattern recognition; Simulation

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; MATHEMATICAL MODELS; NEURAL NETWORKS; ONLINE SYSTEMS;

EID: 0033349137     PISSN: 09541810     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0954-1810(99)00022-9     Document Type: Article
Times cited : (77)

References (30)
  • 1
    • 0003879203 scopus 로고
    • New York: Western Electric Company
    • Western Electric. Statistical quality control handbook. New York: Western Electric Company, 1958.
    • (1958) Statistical Quality Control Handbook.
  • 2
    • 0023961059 scopus 로고
    • Spectral analysis in quality control: A control chart based on the periodogram
    • Beneke M, Lawrence ML, Robert ES, Bobbie LF. Spectral analysis in quality control: a control chart based on the periodogram. Technometrics 1988;30:63-70.
    • (1988) Technometrics , vol.30 , pp. 63-70
    • Beneke, M.1    Lawrence, M.L.2    Robert, E.S.3    Bobbie, L.F.4
  • 3
    • 0021514376 scopus 로고
    • The Shewhart control chart-tests for special causes
    • Nelson LS. The Shewhart control chart-tests for special causes. Journal of Quality Technology 1984;16:237-9.
    • (1984) Journal of Quality Technology , vol.16 , pp. 237-239
    • Nelson, L.S.1
  • 4
    • 0000705429 scopus 로고
    • Interpreting Shewhart x-bar control charts
    • Nelson LS. Interpreting Shewhart x-bar control charts. Journal of Quality Technology 1985;17:114-6.
    • (1985) Journal of Quality Technology , vol.17 , pp. 114-116
    • Nelson, L.S.1
  • 7
    • 0009434228 scopus 로고
    • Performance of the control chart trend rule under linear shift
    • Davis RB, Woodall WH. Performance of the control chart trend rule under linear shift. Journal of Quality Technology 1988;20:260-2.
    • (1988) Journal of Quality Technology , vol.20 , pp. 260-262
    • Davis, R.B.1    Woodall, W.H.2
  • 8
    • 0343313604 scopus 로고
    • Application to forecasting of neural network recognition of shifts and trends in quality control data
    • Portland, UK
    • Lucy-Bouler TL. Application to forecasting of neural network recognition of shifts and trends in quality control data. Proceedings of WCNN'93 - World Congress on Neural Networks, Portland, UK, 1993, vol. 1. p. 631-3.
    • (1993) Proceedings of WCNN'93 - World Congress on Neural Networks , vol.1 , pp. 631-633
    • Lucy-Bouler, T.L.1
  • 9
    • 0029207414 scopus 로고
    • Out-of-control pattern recognition and analysis for quality control charts using Lisp-based systems
    • Swift JA, Mize JH. Out-of-control pattern recognition and analysis for quality control charts using Lisp-based systems. Computers and Industrial Engineering 1995:28:81-91.
    • (1995) Computers and Industrial Engineering , vol.28 , pp. 81-91
    • Swift, J.A.1    Mize, J.H.2
  • 10
    • 0026938767 scopus 로고
    • Design of a knowledge-based expert system for statistical process control
    • Cheng CS, Hubele NF. Design of a knowledge-based expert system for statistical process control. Computers and Industrial Engineering 1992:22:501-17.
    • (1992) Computers and Industrial Engineering , vol.22 , pp. 501-517
    • Cheng, C.S.1    Hubele, N.F.2
  • 12
    • 0000974044 scopus 로고
    • Control chart pattern recognition using neural networks
    • Pham DT, Oztemel E. Control chart pattern recognition using neural networks. Journal of Systems Engineering 1992;2:256-62.
    • (1992) Journal of Systems Engineering , vol.2 , pp. 256-262
    • Pham, D.T.1    Oztemel, E.2
  • 13
    • 0028392602 scopus 로고
    • Control chart pattern recognition using learning vector quantization networks
    • Pham DT, Oztemel E. Control chart pattern recognition using learning vector quantization networks. International Journal of Production Research 1994;32:721-9.
    • (1994) International Journal of Production Research , vol.32 , pp. 721-729
    • Pham, D.T.1    Oztemel, E.2
  • 14
    • 0027589082 scopus 로고
    • X-bar control chart pattern identification through efficient off-line neural network training
    • Hwarng HB, Hubele NF. X-bar control chart pattern identification through efficient off-line neural network training. IIE Transactions 1993:25:27-40.
    • (1993) IIE Transactions , vol.25 , pp. 27-40
    • Hwarng, H.B.1    Hubele, N.F.2
  • 15
    • 0027579104 scopus 로고
    • Back-propagation pattern recognizers for xbar control charts: Methodology and performance
    • Hwarng HB, Hubele NF. Back-propagation pattern recognizers for xbar control charts: methodology and performance. Computers and Industrial Engineering 1993;24:219-35.
    • (1993) Computers and Industrial Engineering , vol.24 , pp. 219-235
    • Hwarng, H.B.1    Hubele, N.F.2
  • 16
    • 0031100898 scopus 로고    scopus 로고
    • A neural network approach for the analysis of control chart patterns
    • Cheng CS. A neural network approach for the analysis of control chart patterns. International Journal of Production Research 1997;35:667-97.
    • (1997) International Journal of Production Research , vol.35 , pp. 667-697
    • Cheng, C.S.1
  • 17
    • 0023855839 scopus 로고
    • An introduction to neural computing
    • Kohonen T. An introduction to neural computing. Neural Networks 1988;1:3-16.
    • (1988) Neural Networks , vol.1 , pp. 3-16
    • Kohonen, T.1
  • 18
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • Rumelhart DE, McClelland JL, editors. Cambridge, MA: MIT Press
    • Rumelhart DE, Hinton GE, Williams RJ. Learning internal representations by error propagation. In: Rumelhart DE, McClelland JL, editors. Parallel distributed processing, Cambridge, MA: MIT Press, 1986. p. 318-62.
    • (1986) Parallel Distributed Processing , pp. 318-362
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 20
    • 0026898532 scopus 로고
    • Identification of change structure in statistical process control
    • Guo Y, Dooley KJ. Identification of change structure in statistical process control. International Journal of Production Research 1992;30:1655-69.
    • (1992) International Journal of Production Research , vol.30 , pp. 1655-1669
    • Guo, Y.1    Dooley, K.J.2
  • 21
    • 0032686921 scopus 로고    scopus 로고
    • Recognition of control chart concurrent patterns using a neural network approach
    • Guh RS, Tannock JDT. Recognition of control chart concurrent patterns using a neural network approach. International Journal of Production Research 1999;37:1743-65.
    • (1999) International Journal of Production Research , vol.37 , pp. 1743-1765
    • Guh, R.S.1    Tannock, J.D.T.2
  • 23
    • 0029546317 scopus 로고
    • Proper and effective training of a pattern recognizer for cyclic data
    • Hwarng HB. Proper and effective training of a pattern recognizer for cyclic data. HE Transactions 1995;27:746-56.
    • (1995) HE Transactions , vol.27 , pp. 746-756
    • Hwarng, H.B.1
  • 27
    • 0020115211 scopus 로고
    • Combined Shewhart-CUSUM quality control schemes
    • Lucas JM. Combined Shewhart-CUSUM quality control schemes. Journal of Quality Technology 1982;14:51-9.
    • (1982) Journal of Quality Technology , vol.14 , pp. 51-59
    • Lucas, J.M.1
  • 28
    • 0003376313 scopus 로고
    • CUSUM control charts under linear drift
    • Can FF. CUSUM control charts under linear drift. The Statistician 1992;41:71-84.
    • (1992) The Statistician , vol.41 , pp. 71-84
    • Can, F.F.1
  • 29
    • 0009401067 scopus 로고    scopus 로고
    • A pattern recognition algorithm for a x-bar control chart
    • Cheng CS, Hubele NF. A pattern recognition algorithm for a x-bar control chart. HE Transactions 1996;28:215-24.
    • (1996) HE Transactions , vol.28 , pp. 215-224
    • Cheng, C.S.1    Hubele, N.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.