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Volumn 27, Issue 1, 2010, Pages 61-79

Fast and accurate recognition of control chart patterns using a time delay neural network

Author keywords

control chart; pattern recognition; statistical process control; time delay neural network

Indexed keywords

AVERAGE RUN LENGTHS; BACKPROPAGATION NETWORK; CONTROL CHART PATTERN; CONTROL CHARTS; CRITICAL ISSUES; DYNAMIC PATTERNS; MANUFACTURING PROCESS; MISCLASSIFICATIONS; NOVEL APPLICATIONS; NUMERICAL RESULTS; RECOGNITION ACCURACY; STATISTICAL PROCESS; TIME DELAY NEURAL NETWORK; TIME DELAY NEURAL NETWORKS; TIME SEQUENCES;

EID: 77956495284     PISSN: 10170669     EISSN: 21517606     Source Type: Journal    
DOI: 10.1080/10170660903529596     Document Type: Article
Times cited : (5)

References (35)
  • 2
    • 34249067480 scopus 로고    scopus 로고
    • Artificial neural networks in applying MCUSUM residuals charts for AR(1) processes
    • Arkat, J.S., T.A. Niaki and B. Abbasi, "Artificial neural networks in applying MCUSUM residuals charts for AR(1) processes," Applied Mathematics and Computation, 189, 1889-1901 (2007).
    • (2007) Applied Mathematics and Computation , vol.189 , pp. 1889-1901
    • Arkat, J.S.1    Niaki, T.A.2    Abbasi, B.3
  • 3
    • 0030819328 scopus 로고    scopus 로고
    • Time-delay neural networks in damage detection of railway bridges
    • Barai, S.V. and P. Pandey, "Time-delay neural networks in damage detection of railway bridges," Advances in Engineering Software, 28, 1-10 (1997).
    • (1997) Advances in Engineering Software , vol.28 , pp. 1-10
    • Barai, S.V.1    Pandey, P.2
  • 4
    • 0009401067 scopus 로고    scopus 로고
    • A pattern recognition algorithm for an x-bar control chart
    • Cheng, C.S. and N.F. Hubele, "A pattern recognition algorithm for an x-bar control chart," IIE Transactions, 28, 215-224 (1996).
    • (1996) IIE Transactions , vol.28 , pp. 215-224
    • Cheng, C.S.1    Hubele, N.F.2
  • 5
    • 0031100898 scopus 로고    scopus 로고
    • A neural network approach for the analysis of control chart patterns
    • Cheng, C.S., "A neural network approach for the analysis of control chart patterns," International Journal of Production Research, 35, 667-697 (1997).
    • (1997) International Journal of Production Research , vol.35 , pp. 667-697
    • Cheng, C.S.1
  • 6
    • 0009434228 scopus 로고
    • Performance of the control chart trend rule under linear shift
    • Davis, R.B. and W.H. Woodall, "Performance of the control chart trend rule under linear shift," Journal of Quality Technology, 20, 260-262 (1988).
    • (1988) Journal of Quality Technology , vol.20 , pp. 260-262
    • Davis, R.B.1    Woodall, W.H.2
  • 8
    • 0020970740 scopus 로고
    • Neocognitron: A neural network model for a mechanism of visual pattern recognition
    • Fukushima, K. and S. Miyake, "Neocognitron: a neural network model for a mechanism of visual pattern recognition," IEEE Transaction on Systems, Man, and Cybernetics, 13, 826-834 (1983).
    • (1983) IEEE Transaction on Systems, Man, and Cybernetics , vol.13 , pp. 826-834
    • Fukushima, K.1    Miyake, S.2
  • 9
    • 0003376313 scopus 로고
    • CUSUM control charts under linear drift
    • Gan, F.F., "CUSUM control charts under linear drift," The Statistician, 41, 71-84 (1992).
    • (1992) The Statistician , vol.41 , pp. 71-84
    • Gan, F.F.1
  • 11
    • 0013527549 scopus 로고    scopus 로고
    • Robustness of the neural network based control chart pattern recognition system to nonnormality
    • Guh, R.S., "Robustness of the neural network based control chart pattern recognition system to nonnormality," International Journal of Quality and Reliability Management, 19, 97-112 (2002).
    • (2002) International Journal of Quality and Reliability Management , vol.19 , pp. 97-112
    • Guh, R.S.1
  • 12
    • 2142653625 scopus 로고    scopus 로고
    • Optimizing feedforward neural networks for control chart pattern recognition through genetic algorithms
    • Guh, R.S., "Optimizing feedforward neural networks for control chart pattern recognition through genetic algorithms," International Journal of Pattern Recognition and Artificial Intelligence, 18, 75-99 (2004).
    • (2004) International Journal of Pattern Recognition and Artificial Intelligence , vol.18 , pp. 75-99
    • Guh, R.S.1
  • 13
    • 34047098687 scopus 로고    scopus 로고
    • On-line identification and quantification of mean shifts in bivariate processes using a neural network-based approach
    • Guh, R.S., "On-line identification and quantification of mean shifts in bivariate processes using a neural network-based approach," Quality and Reliability Engineering International, 23, 367-1285 (2007).
    • (2007) Quality and Reliability Engineering International , vol.23 , pp. 367-1285
    • Guh, R.S.1
  • 14
    • 46149100082 scopus 로고    scopus 로고
    • Real-time recognition of control chart patterns in autocorrelated processes using a learning vector quantization network-based approach
    • Guh, R.S., "Real-time recognition of control chart patterns in autocorrelated processes using a learning vector quantization network-based approach," International Journal of Production Research, 46, 3959-3991 (2008).
    • (2008) International Journal of Production Research , vol.46 , pp. 3959-3991
    • Guh, R.S.1
  • 15
    • 27744594892 scopus 로고    scopus 로고
    • On-line identification of control chart pattern using self-organizing approach
    • Guh, R.S. and Y.R. Shiue, "On-line identification of control chart pattern using self-organizing approach," International Journal of Production Research, 43, 1225-1254 (2005).
    • (2005) International Journal of Production Research , vol.43 , pp. 1225-1254
    • Guh, R.S.1    Shiue, Y.R.2
  • 16
    • 0032648097 scopus 로고    scopus 로고
    • An integrated neural network approach for simultaneous monitoring of process mean and variance shifts-a comparative study
    • Ho, E.S. and S.I. Chang, "An integrated neural network approach for simultaneous monitoring of process mean and variance shifts-a comparative study," International Journal of Production Research, 37, 1881-1901 (1999).
    • (1999) International Journal of Production Research , vol.37 , pp. 1881-1901
    • Ho, E.S.1    Chang, S.I.2
  • 18
    • 4744363992 scopus 로고    scopus 로고
    • Target components discrimination using adaptive time-delay neural network
    • Lin, D.T., "Target components discrimination using adaptive time-delay neural network," Journal of Information Science and Engineering, 20, 959-980 (2004).
    • (2004) Journal of Information Science and Engineering , vol.20 , pp. 959-980
    • Lin, D.T.1
  • 19
    • 0020115211 scopus 로고
    • Combined shewhart-CUSUM quality control schemes
    • Lucas, J.M., "Combined shewhart-CUSUM quality control schemes," Journal of Quality Technology, 14, 51-59 (1982).
    • (1982) Journal of Quality Technology , vol.14 , pp. 51-59
    • Lucas, J.M.1
  • 21
    • 0343313604 scopus 로고
    • Application to forecasting of neural network recognition of shifts and trends in quality control data
    • Jul11-15, Portland, UK
    • Lucy-Bouler, T.L., "Application to forecasting of neural network recognition of shifts and trends in quality control data," Proceedings of the WCNN'93- World Congress on Neural Networks, Jul11-15, Portland, UK, 631633 (1993).
    • (1993) Proceedings of the WCNN'93- World Congress on Neural Networks , pp. 631633
    • Lucy-Bouler, T.L.1
  • 23
    • 0021514376 scopus 로고
    • The Shewhart control chart-tests for special causes
    • Nelson, L.S., "The Shewhart control chart-tests for special causes," Journal of Quality Technology, 16, 237-239 (1984).
    • (1984) Journal of Quality Technology , vol.16 , pp. 237-239
    • Nelson, L.S.1
  • 24
    • 0000705429 scopus 로고
    • Interpreting Shewhart X-bar control charts
    • Nelson, L.S., "Interpreting Shewhart X-bar control charts," Journal of Quality Technology, 17, 114-116 (1985).
    • (1985) Journal of Quality Technology , vol.17 , pp. 114-116
    • Nelson, L.S.1
  • 26
    • 41849120766 scopus 로고    scopus 로고
    • Detection and classification mean-shifts in multi-attribute processes by artificial neural networks
    • Niaki, S.T.A. and B. Abbasi, "Detection and classification mean-shifts in multi-attribute processes by artificial neural networks," International Journal of Production Research, 46, 2945-2963 (2008).
    • (2008) International Journal of Production Research , vol.46 , pp. 2945-2963
    • Niaki, S.T.A.1    Abbasi, B.2
  • 27
    • 0001202597 scopus 로고
    • Learning state space trajectories in recurrent neural networks
    • Pearlmutter, B.A., "Learning state space trajectories in recurrent neural networks," Neural Computation, 1, 263-269 (1989).
    • (1989) Neural Computation , vol.1 , pp. 263-269
    • Pearlmutter, B.A.1
  • 29
    • 0029207414 scopus 로고
    • Out-of-control pattern recognition and analysis for quality control charts using lisp-based systems
    • Swift, J.A. and J.H. Mize, "Out-of-control pattern recognition and analysis for quality control charts using lisp-based systems," Computers & Industrial Engineering, 28, 81-91 (1995).
    • (1995) Computers & Industrial Engineering , vol.28 , pp. 81-91
    • Swift, J.A.1    Mize, J.H.2
  • 30
    • 0036610685 scopus 로고    scopus 로고
    • Mean shifts detection and classification in multivariate process: A neuralfuzzy approach
    • Wang, T.Y. and L.H. Chen, "Mean shifts detection and classification in multivariate process: a neuralfuzzy approach," Journal of Intelligent Manufacturing, 13, 211-221 (2002).
    • (2002) Journal of Intelligent Manufacturing , vol.13 , pp. 211-221
    • Wang, T.Y.1    Chen, L.H.2
  • 33
    • 0035420788 scopus 로고    scopus 로고
    • Real-time object recognition on image sequences with the adaptable time delay neural network algorithm-applications for autonomous vehicles
    • Wohler, C. and J.K. Anlauf, "Real-time object recognition on image sequences with the adaptable time delay neural network algorithm-applications for autonomous vehicles," Image and Vision Computing, 19, 593-618 (2001).
    • (2001) Image and Vision Computing , vol.19 , pp. 593-618
    • Wohler, C.1    Anlauf, J.K.2
  • 34
    • 33748865351 scopus 로고    scopus 로고
    • Abnormal pattern parameters estimation of control chart based on wavelet transform and probabilistic neural network
    • Wu, S.X., "Abnormal pattern parameters estimation of control chart based on wavelet transform and probabilistic neural network," Lecture Notes in Control and Information Sciences, 345, 112-119 (2006).
    • (2006) Lecture Notes in Control and Information Sciences , vol.345 , pp. 112-119
    • Wu, S.X.1
  • 35
    • 33845447724 scopus 로고    scopus 로고
    • A hybrid adaptive time-delay neural network model for multi-step-ahead prediction of sunspot activity
    • Xie, J.X., C.T. Cheng, K.W. Chau and Y.Z. Pei, "A hybrid adaptive time-delay neural network model for multi-step-ahead prediction of sunspot activity," International Journal of Environment and Pollution, 28, 364-381 (2006).
    • (2006) International Journal of Environment and Pollution , vol.28 , pp. 364-381
    • Xie, J.X.1    Cheng, C.T.2    Chau, K.W.3    Pei, Y.Z.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.