메뉴 건너뛰기




Volumn 23, Issue 3, 2012, Pages 561-573

An independent component analysis-based disturbance separation scheme for statistical process monitoring

Author keywords

Correlated process; EWMA control chart; Independent component analysis; Statistical process control

Indexed keywords

CONTROL CHARTS; CORRELATED PROCESS; DE-MIXING; EWMA CONTROL; EXPONENTIALLY WEIGHTED MOVING AVERAGE CONTROL CHARTS; IN-CONTROL; IN-PROCESS MONITORING; INDEPENDENT COMPONENTS; MANUFACTURING PROCESS; MONITORING PROCESS; NOISE INFORMATION; PROCESS DATA; STATISTICAL PROCESS MONITORING; STATISTICAL SIGNAL PROCESSING; TRAINING DATA; TRAINING PROCESS;

EID: 84862273995     PISSN: 09565515     EISSN: 15728145     Source Type: Journal    
DOI: 10.1007/s10845-010-0394-3     Document Type: Article
Times cited : (14)

References (51)
  • 2
    • 4944253785 scopus 로고    scopus 로고
    • Statistical process control charts for batch operations based on independent component analysis
    • Al-bazzaz, H., & Wang, X. Z. (2004). Statistical process control charts for batch operations based on independent component analysis. Industrial and Engineering Chemistry Research, 43 (21), 6731-6741. (Pubitemid 39332075)
    • (2004) Industrial and Engineering Chemistry Research , vol.43 , Issue.21 , pp. 6731-6741
    • Albazzaz, H.1    Wang, X.Z.2
  • 3
    • 0000430010 scopus 로고
    • Effects of autocorrelation on control chart performance
    • Alwan, L. C. (1992). Effects of autocorrelation on control chart performance. Communications in Statistics-Theory and Methods, 21, 1025-1049.
    • (1992) Communications in Statistics-Theory and Methods , vol.21 , pp. 1025-1049
    • Alwan, L.C.1
  • 5
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell, A. J., & Sejnowski, T. J. (1995). An information-maximization approach to blind separation and blind deconvolution. Neural Computation, 7, 1129-1159.
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 7
    • 0035262745 scopus 로고    scopus 로고
    • Shift recognition in correlated process data using a neural network
    • Chiu, C. C., Chen, M. K., & Lee, K. M. (2001). Shift recognition in correlated process data using a neural network. International Journal of Systems Science, 32, 137-143.
    • (2001) International Journal of Systems Science , vol.32 , pp. 137-143
    • Chiu, C.C.1    Chen, M.K.2    Lee, K.M.3
  • 8
    • 0042733391 scopus 로고    scopus 로고
    • Identification of process disturbance using SPC/EPC and neural networks
    • Chiu, C.-C., Shao, Y. E., Lee, T.-S., & Lee, K.-M. (2003). Identification of process disturbance using SPC/EPC and neural networks. Journal of Intelligent Manufacturing, 14(3-4), 379-388.
    • (2003) Journal of Intelligent Manufacturing , vol.14 , Issue.3-4 , pp. 379-388
    • Chiu, C.-C.1    Shao, Y.E.2    Lee, T.-S.3    Lee, K.-M.4
  • 10
    • 0036956134 scopus 로고    scopus 로고
    • Frontiers of research in BSS/ICA
    • David, V., & Sanchez, A. (2002). Frontiers of research in BSS/ICA. Neurocomputing, 49, 7-23.
    • (2002) Neurocomputing , vol.49 , pp. 7-23
    • David, V.1    Sanchez, A.2
  • 11
    • 0034553980 scopus 로고    scopus 로고
    • Detecting changes in autoregressive processes with X-bar and EWMA charts
    • English, J. R., Lee, S. C., Martin, T. W., & Tilmon, C. (2000). Detecting changes in autoregressive processes with X-bar and EWMA charts. IIE Transactions, 32, 1103-1113.
    • (2000) IIE Transactions , vol.32 , pp. 1103-1113
    • English, J.R.1    Lee, S.C.2    Martin, T.W.3    Tilmon, C.4
  • 14
    • 15744364878 scopus 로고    scopus 로고
    • Combination of independent component analysis and multi-way principal component analysis for batch process monitoring
    • 2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004
    • He, N., Zhang, J. M., & Wang, S. Q. (2004). Combination of independent component analysis and multi-way principal component analysis for batch process monitoring. In Proceedings of IEEE International Conference on Systems, Man and Cybernetics (pp. 530-535). (Pubitemid 40415912)
    • (2004) Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics , vol.1 , pp. 530-535
    • He, N.1    Zhang, J.-M.2    Wang, S.-Q.3
  • 15
    • 33644682134 scopus 로고    scopus 로고
    • Testing experimental data for univariate normality
    • DOI 10.1016/j.cca.2005.11.007, PII S0009898105006790
    • Henderson, A. R. (2006). Testing experimental data for univariate normality. Clinica Chimica Acta, 366(1-2), 112-129. (Pubitemid 43330972)
    • (2006) Clinica Chimica Acta , vol.366 , Issue.1-2 , pp. 112-129
    • Henderson, A.R.1
  • 16
    • 1342265964 scopus 로고    scopus 로고
    • Detecting process mean shift in the presence of autocorrelation: A neural-network based monitoring scheme
    • Hwarng, H. B. (2004). Detecting process mean shift in the presence of autocorrelation: A neural-network based monitoring scheme. International Journal of Production Research, 42, 573-595.
    • (2004) International Journal of Production Research , vol.42 , pp. 573-595
    • Hwarng, H.B.1
  • 18
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Hyvärinen, A., & Oja, E. (1997). A fast fixed-point algorithm for independent component analysis. Neural Computation, 9, 1483-1492. (Pubitemid 127462801)
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 19
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: Algorithms and applications
    • DOI 10.1016/S0893-6080(00)00026-5, PII S0893608000000265
    • Hyvärinen, A., & Oja, E. (2000). Independent component analysis: Algorithms and applications. Neural Networks, 13, 411-430. (Pubitemid 30447427)
    • (2000) Neural Networks , vol.13 , Issue.4-5 , pp. 411-430
    • Hyvarinen, A.1    Oja, E.2
  • 20
    • 0342854441 scopus 로고    scopus 로고
    • New SPC monitoring method: The ARMA chart
    • Jiang, W., Tsui, K. L., & Woodall, W. H. (2000). AnewSPC monitoring method: The ARMA chart. Technometrics, 42, 399-410. (Pubitemid 32024184)
    • (2000) Technometrics , vol.42 , Issue.4 , pp. 399-410
    • Jiang, W.1    Woodall, W.H.2    Tsui, K.-L.3
  • 21
    • 0037394190 scopus 로고    scopus 로고
    • Monitoring independent components for fault detection
    • DOI 10.1002/aic.690490414
    • Kano, M., Tanaka, S., Hasebe, S., Hashimoto, I., & Ohno, H. (2003). Monitoring independent components for fault detection. AIChE Journal, 49, 969-976. (Pubitemid 36504561)
    • (2003) AIChE Journal , vol.49 , Issue.4 , pp. 969-976
    • Kano, M.1    Tanaka, S.2    Hasebe, S.3    Hashimoto, I.4    Ohno, H.5
  • 23
    • 1042266980 scopus 로고    scopus 로고
    • On-line batch process monitoring using different unfolding method and independent component analysis
    • DOI 10.1252/jcej.36.1384
    • Lee, J. M., Yoo, C., & Lee, I. B. (2003a). On-line batch processmonitoring using different unfolding method and independent component analysis. Journal of Chemical Engineering of Japan, 36, 1384-1396. (Pubitemid 38193232)
    • (2003) Journal of Chemical Engineering of Japan , vol.36 , Issue.11 , pp. 1384-1396
    • Lee, J.-M.1    Yoo, C.2    Lee, I.-B.3
  • 24
    • 0042123781 scopus 로고    scopus 로고
    • New monitoring technique with an ICA algorithm in the wastewater treatment processes
    • Lee, J. M., Yoo, C., & Lee, I. B. (2003b). New monitoring technique with an ICA algorithm in the wastewater treatment process. Water Science and Technology, 47, 49-56. (Pubitemid 36957978)
    • (2003) Water Science and Technology , vol.47 , Issue.12 , pp. 49-56
    • Lee, J.-M.1    Yoo, C.-K.2    Lee, I.B.3
  • 25
    • 1342285571 scopus 로고    scopus 로고
    • Statistical process monitoring with independent component analysis
    • Lee, J. M., Yoo, C., & Lee, I. B. (2004). Statistical process monitoring with independent component analysis. Journal of Process Control, 14(5), 467-485.
    • (2004) Journal of Process Control , vol.14 , Issue.5 , pp. 467-485
    • Lee, J.M.1    Yoo, C.2    Lee, I.B.3
  • 26
    • 64949130686 scopus 로고    scopus 로고
    • Financial time series forecasting using independent component analysis and support vector regression
    • Lu, C.-J., Lee, T.-S., & Chiu, C.-C. (2009). Financial time series forecasting using independent component analysis and support vector regression. Decision Support Systems, 47(2), 115-125.
    • (2009) Decision Support Systems , vol.47 , Issue.2 , pp. 115-125
    • Lu, C.-J.1    Lee, T.-S.2    Chiu, C.-C.3
  • 27
    • 0032628394 scopus 로고    scopus 로고
    • EWMA control charts for monitoring the mean of autocorrelated processes
    • Lu, C. W., & Reynolds, M. R., Jr. (1999). EWMA control charts for monitoring the mean of autocorrelated processes. Journal of Quality Technology, 31(2), 166-188.
    • (1999) Journal of Quality Technology , vol.31 , Issue.2 , pp. 166-188
    • Lu, C.W.1    Reynolds Jr., M.R.2
  • 28
    • 42249112102 scopus 로고    scopus 로고
    • Independent component analysis-based defect detection in patterned liquid crystal display surfaces
    • Lu, C.-J., & Tsai, D.-M. (2008). Independent component analysis-based defect detection in patterned liquid crystal display surfaces. Image and Vision Computing, 26(7), 955-970.
    • (2008) Image and Vision Computing , vol.26 , Issue.7 , pp. 955-970
    • Lu, C.-J.1    Tsai, D.-M.2
  • 30
    • 0035394160 scopus 로고    scopus 로고
    • Statistical process control for monitoring scheduling performance - Addressing the problem of correlated data
    • MacCarthy, B. L., & Wasusri, T. (2001). Statistical process control for monitoring scheduling performance-Addressing the problem of correlated data. The Journal of the Operational Research Society, 52(7), 810-820. (Pubitemid 32680568)
    • (2001) Journal of the Operational Research Society , vol.52 , Issue.7 , pp. 810-820
    • MacCarthy, B.L.1    Wasusri, T.2
  • 31
    • 0021522874 scopus 로고
    • Duality between the control of processes subject to randomly occurring deterministic disturbances and ARIMA stochastic disturbances
    • MacGregor, J. F., Harris, T. J., & Wright, J. D. (1984). Duality between the control of processes subject to randomly occurring deterministic disturbances and ARIMA stochastic disturbances. Technometrics, 26, 389-397. (Pubitemid 15421902)
    • (1984) Technometrics , vol.26 , Issue.4 , pp. 389-397
    • MacGregor, J.F.1    Harris, T.J.2    Wright, J.D.3
  • 37
    • 0032365009 scopus 로고    scopus 로고
    • Integrated application of the cumulative score control chart and engineering process control
    • Shao, Y. E. (1998). Integrated application of the cumulative score control chart and engineering process control. Statistica Sinica, 8, 239-252.
    • (1998) Statistica Sinica , vol.8 , pp. 239-252
    • Shao, Y.E.1
  • 38
    • 0032649127 scopus 로고    scopus 로고
    • Developing identification techniques with the integrated use of SPC/EPC and neural networks
    • Shao, Y. E., & Chiu, C. C. (1999). Developing identification techniques with the integrated use of SPC/EPC and neural networks. Quality and Reliability Engineering International, 15, 287-294.
    • (1999) Quality and Reliability Engineering International , vol.15 , pp. 287-294
    • Shao, Y.E.1    Chiu, C.C.2
  • 40
    • 0036610685 scopus 로고    scopus 로고
    • Mean shifts detection and classification in multivariate process: A neural-fuzzy approach
    • DOI 10.1023/A:1015738906895
    • Wang, T.-Y., & Chen, L.-H. (2002). Mean shifts detection and classification in multivariate process: A neural-fuzzy approach. Journal of Intelligent Manufacturing, 13(3), 211-221. (Pubitemid 34758939)
    • (2002) Journal of Intelligent Manufacturing , vol.13 , Issue.3 , pp. 211-221
    • Wang, T.-Y.1    Chen, L.-H.2
  • 41
    • 67749088653 scopus 로고    scopus 로고
    • A hybrid approach for identification of concurrent control chart patterns
    • Wang, C.-H., Dong, T.-P., & Kuo, W. (2009). A hybrid approach for identification of concurrent control chart patterns. Journal of Intelligent Manufacturing, 20(4), 409-419.
    • (2009) Journal of Intelligent Manufacturing , vol.20 , Issue.4 , pp. 409-419
    • Wang, C.-H.1    Dong, T.-P.2    Kuo, W.3
  • 42
    • 34047203790 scopus 로고    scopus 로고
    • Data mining with independent component analysis
    • DOI 10.1109/WCICA.2006.1714240, 1714240, Proceedings of the World Congress on Intelligent Control and Automation (WCICA)
    • Wang, F., Li, H., & Li, R. (2006). Data mining with independent component analysis. In Proceedings of the World Congress on Intelligent Control and Automation (WCICA) (pp. 6043-6047). (Pubitemid 46540641)
    • (2006) Proceedings of the World Congress on Intelligent Control and Automation (WCICA) , vol.2 , pp. 6043-6047
    • Wang, F.1    Li, H.2    Li, R.3
  • 43
    • 0001759355 scopus 로고
    • Control charts in the presence of data correlation
    • Wardell, D. G., Moskowitz, H., & Plante, R. D. (1992). Control charts in the presence of data correlation. Management Science, 38(8), 1084-1105.
    • (1992) Management Science , vol.38 , Issue.8 , pp. 1084-1105
    • Wardell, D.G.1    Moskowitz, H.2    Plante, R.D.3
  • 44
    • 84952149041 scopus 로고
    • Run-length distributions of special-cause control charts for correlated processes
    • Wardell, D. G., Moskowitz, H., & Plante, R. D. (1994). Run-length distributions of special-cause control charts for correlated processes. Technometrics, 36(1), 3-17.
    • (1994) Technometrics , vol.36 , Issue.1 , pp. 3-17
    • Wardell, D.G.1    Moskowitz, H.2    Plante, R.D.3
  • 48
    • 14944354016 scopus 로고    scopus 로고
    • Isolating multiple sources of plantwide oscillations via independent component analysis
    • Xia, C., & Howell, J. (2003). Isolating multiple sources of plantwide oscillations via independent component analysis. Control Engineering Practice, 13(8), 1027-1035.
    • (2003) Control Engineering Practice , vol.13 , Issue.8 , pp. 1027-1035
    • Xia, C.1    Howell, J.2
  • 49
    • 78650179088 scopus 로고    scopus 로고
    • Process control using VSI cause selecting control charts
    • doi:10.1007/s10845-009-0261-2
    • Yang, S.-F. (2009). Process control using VSI cause selecting control charts. Journal of Intelligent Manufacturing, doi:10.1007/s10845-009-0261-2.
    • (2009) Journal of Intelligent Manufacturing
    • Yang, S.-F.1
  • 51
    • 0032001756 scopus 로고    scopus 로고
    • A statistical control chart for stationary process data
    • Zhang, N. F. (1998). A statistical control chart for stationary process data. Technometrics, 40(1), 24-38. (Pubitemid 128619911)
    • (1998) Technometrics , vol.40 , Issue.1 , pp. 24-38
    • Zhang, N.F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.