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Volumn 22, Issue 3, 2014, Pages 868-883

Multispace total projection to latent structures and its application to online process monitoring

Author keywords

Cross space similarity and dissimilarity; multispace T PLS (MsT PLS) algorithm; process monitoring; statistical modeling; subspace decomposition.

Indexed keywords

ALGORITHMS; PRINCIPAL COMPONENT ANALYSIS; PROCESS CONTROL;

EID: 84899699630     PISSN: 10636536     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCST.2013.2264723     Document Type: Article
Times cited : (66)

References (35)
  • 1
    • 80051861081 scopus 로고    scopus 로고
    • An adaptive forecast-based chartfor Non-Gaussian processes monitoring: With application to equipmentmalfunctions detection in a thermal power plant
    • Sep.
    • H. Chun-Chin and S. Chao-Ton, "An adaptive forecast-based chartfor Non-Gaussian processes monitoring: With application to equipmentmalfunctions detection in a thermal power plant," IEEE Trans. ControlSyst. Technol., vol. 19, no. 5, pp. 1245-1250, Sep. 2011.
    • (2011) IEEE Trans. ControlSyst. Technol. , vol.19 , Issue.5 , pp. 1245-1250
    • Chun-Chin, H.1    Chao-Ton, S.2
  • 2
    • 46849098186 scopus 로고    scopus 로고
    • A statistical method for the detection of sensor abrupt faults in aircraftcontrol systems
    • Jul.
    • P. A. Samara, G. N. Fouskitakis, J. S. Sakellariou, and S. D. Fassois,"A statistical method for the detection of sensor abrupt faults in aircraftcontrol systems," IEEE Trans. Control Syst. Technol., vol. 16, no. 4,pp. 789-798, Jul. 2008.
    • (2008) IEEE Trans. Control Syst. Technol. , vol.16 , Issue.4 , pp. 789-798
    • Samara, P.A.1    Fouskitakis, G.N.2    Sakellariou, J.S.3    Fassois, S.D.4
  • 3
    • 84863014249 scopus 로고    scopus 로고
    • Local and non-local preserving projection for bearing defectclassification and performance assessment
    • May
    • J. Yu, "Local and non-local preserving projection for bearing defectclassification and performance assessment," IEEE Trans. Ind. Electron.,vol. 59, no. 5, pp. 2363-2376, May 2012.
    • (2012) IEEE Trans. Ind. Electron. , vol.59 , Issue.5 , pp. 2363-2376
    • Yu, J.1
  • 5
    • 0242354134 scopus 로고    scopus 로고
    • Statistical process monitoring: Basics and beyond
    • S. J. Qin, "Statistical process monitoring: Basics and beyond,"J. Chemometr., vol. 17, nos. 8-9, pp. 480-502, 2003.
    • (2003) J. Chemometr. , vol.17 , Issue.8-9 , pp. 480-502
    • Qin, S.J.1
  • 6
    • 26244448876 scopus 로고    scopus 로고
    • Analysis of extended partial least squares formonitoring large-scale processes
    • Sep.
    • C. Qian and U. Kruger, "Analysis of extended partial least squares formonitoring large-scale processes," IEEE Trans. Control Syst. Technol.,vol. 13, no. 5, pp. 807-813, Sep. 2005.
    • (2005) IEEE Trans. Control Syst. Technol. , vol.13 , Issue.5 , pp. 807-813
    • Qian, C.1    Kruger, U.2
  • 7
    • 33747584401 scopus 로고    scopus 로고
    • Multiple discriminantanalysis and neural-network-based monolith and partition fault-detectionschemes for broken rotor bar in induction motors
    • Jun.
    • B. Ayhan, C. Mo-Yuen, and S. Myung-Hyun, "Multiple discriminantanalysis and neural-network-based monolith and partition fault-detectionschemes for broken rotor bar in induction motors," IEEE Trans. Ind.Electron., vol. 53, no. 4, pp. 1298-1308, Jun. 2006.
    • (2006) IEEE Trans. Ind.Electron. , vol.53 , Issue.4 , pp. 1298-1308
    • Ayhan, B.1    Mo-Yuen, C.2    Myung-Hyun, S.3
  • 8
    • 34547567795 scopus 로고    scopus 로고
    • Improved principal componentmonitoring using the local approach
    • U. Kruger, S. Kumar, and T. Littler, "Improved principal componentmonitoring using the local approach," Automatica, vol. 43, no. 9,pp. 1532-1542, 2007.
    • (2007) Automatica , vol.43 , Issue.9 , pp. 1532-1542
    • Kruger, U.1    Kumar, S.2    Littler, T.3
  • 9
    • 67349245154 scopus 로고    scopus 로고
    • Reconstruction-based contributionfor process monitoring
    • C. F. Alcala and S. J. Qin, "Reconstruction-based contributionfor process monitoring," Automatica, vol. 45, no. 7,pp. 1593-1600, 2009.
    • (2009) Automatica , vol.45 , Issue.7 , pp. 1593-1600
    • Alcala, C.F.1    Qin, S.J.2
  • 10
    • 84859698661 scopus 로고    scopus 로고
    • A PLS-based statistical approach forfault detection and isolation of robotic manipulators
    • Aug.
    • R. Muradore and P. Fiorini, "A PLS-based statistical approach forfault detection and isolation of robotic manipulators," IEEE Trans. Ind.Electron., vol. 59, no. 8, pp. 3167-3175, Aug. 2012.
    • (2012) IEEE Trans. Ind.Electron. , vol.59 , Issue.8 , pp. 3167-3175
    • Muradore, R.1    Fiorini, P.2
  • 11
    • 73049084841 scopus 로고    scopus 로고
    • Geometric properties of partial leastsquares for process monitoring
    • Jan.
    • G. Li, S. J. Qin, and D. Zhou, "Geometric properties of partial leastsquares for process monitoring," Automatica, vol. 46, pp. 204-210,Jan. 2010.
    • (2010) Automatica , vol.46 , pp. 204-210
    • Li, G.1    Qin, S.J.2    Zhou, D.3
  • 16
    • 2842581444 scopus 로고    scopus 로고
    • Frameworks forlatent variable multivariate regression
    • A. J. Burnham, R. Viveros, and J. F. MacGregor, "Frameworks forlatent variable multivariate regression," J. Chemometr., vol. 10, no. 1,pp. 31-45, 1996.
    • (1996) J. Chemometr. , vol.10 , Issue.1 , pp. 31-45
    • Burnham, A.J.1    Viveros, R.2    MacGregor, J.F.3
  • 17
    • 0002815256 scopus 로고    scopus 로고
    • Improved PLS algorithms
    • B. S. Dayal and J. F. MacGregor, "Improved PLS algorithms,"J. Chemometr., vol. 11, no. 1, pp. 73-85, 1997.
    • (1997) J. Chemometr. , vol.11 , Issue.1 , pp. 73-85
    • Dayal, B.S.1    MacGregor, J.F.2
  • 18
    • 9744237208 scopus 로고    scopus 로고
    • Multiple-fault diagnosis ofthe Tennessee Eastman process based on system decomposition anddynamic PLS
    • G. Lee, C. Han, and E. S. Yoon, "Multiple-fault diagnosis ofthe Tennessee Eastman process based on system decomposition anddynamic PLS," Ind. Eng. Chem. Res., vol. 43, no. 25, pp. 8037-8048,2004.
    • (2004) Ind. Eng. Chem. Res. , vol.43 , Issue.25 , pp. 8037-8048
    • Lee, G.1    Han, C.2    Yoon, E.S.3
  • 19
    • 0032044750 scopus 로고    scopus 로고
    • Recursive PLS algorithms for adaptive data modeling
    • J. Qin, "Recursive PLS algorithms for adaptive data modeling," Comput.Chem. Eng., vol. 22, nos. 4-5, pp. 503-514, 1998.
    • (1998) Comput.Chem. Eng. , vol.22 , Issue.4-5 , pp. 503-514
    • Qin, J.1
  • 20
    • 0034301495 scopus 로고    scopus 로고
    • Recursive PCAfor adaptive process monitoring
    • W. Li, H. H. Yue, S. Valle-Cervantes, and S. J. Qin, "Recursive PCAfor adaptive process monitoring," J. Process Control, vol. 10, no. 5,pp. 471-486, 2000.
    • (2000) J. Process Control , vol.10 , Issue.5 , pp. 471-486
    • Li, W.1    Yue, H.H.2    Valle-Cervantes, S.3    Qin, S.J.4
  • 21
    • 31544440191 scopus 로고    scopus 로고
    • Robust recursive principalcomponent analysis modeling for adaptive monitoring
    • H. D. Jin, Y.-H. Lee, G. Lee, and C. Han, "Robust recursive principalcomponent analysis modeling for adaptive monitoring," Ind. Eng. Chem.Res., vol. 45, no. 2, pp. 696-703, 2005.
    • (2005) Ind. Eng. Chem.Res. , vol.45 , Issue.2 , pp. 696-703
    • Jin, H.D.1    Lee, Y.-H.2    Lee, G.3    Han, C.4
  • 22
    • 33646496576 scopus 로고    scopus 로고
    • On-line process state classificationfor adaptive monitoring
    • Y.-H. Lee, H. D. Jin, and C. Han, "On-line process state classificationfor adaptive monitoring," Ind. Eng. Chem. Res., vol. 45, no. 9,pp. 3095-3107, 2006.
    • (2006) Ind. Eng. Chem. Res. , vol.45 , Issue.9 , pp. 3095-3107
    • Lee, Y.-H.1    Jin, H.D.2    Han, C.3
  • 23
    • 14544297033 scopus 로고    scopus 로고
    • KPCA plusLDA: A complete kernel Fisher discriminant framework for featureextraction and recognition
    • Feb.
    • Y. Jian, A. F. Frangi, Y. Jing-Yu, Z. David, and J. Zhong, "KPCA plusLDA: A complete kernel Fisher discriminant framework for featureextraction and recognition," IEEE Trans. Pattern Anal. Mach. Intell.,vol. 27, no. 2, pp. 230-244, Feb. 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.2 , pp. 230-244
    • Jian, Y.1    Frangi, A.F.2    Jing-Yu, Y.3    David, Z.4    Zhong, J.5
  • 24
    • 37749003880 scopus 로고    scopus 로고
    • Nonlinear PCA with the local approach for diesel engine fault detectionand diagnosis
    • Jan.
    • W. Xun, U. Kruger, G. W. Irwin, G. McCullough, and N. McDowell,"Nonlinear PCA with the local approach for diesel engine fault detectionand diagnosis," IEEE Trans. Control Syst. Technol., vol. 16, no. 1,pp. 122-129, Jan. 2008.
    • (2008) IEEE Trans. Control Syst. Technol. , vol.16 , Issue.1 , pp. 122-129
    • Xun, W.1    Kruger, U.2    Irwin, G.W.3    McCullough, G.4    McDowell, N.5
  • 25
    • 53649106193 scopus 로고    scopus 로고
    • Nonlinear process monitoring basedon kernel dissimilarity analysis
    • C. Zhao, F. Wang, and Y. Zhang, "Nonlinear process monitoring basedon kernel dissimilarity analysis," Control Eng. Pract., vol. 17, no. 1,pp. 221-230, 2009.
    • (2009) Control Eng. Pract. , vol.17 , Issue.1 , pp. 221-230
    • Zhao, C.1    Wang, F.2    Zhang, Y.3
  • 26
    • 77956075435 scopus 로고    scopus 로고
    • Reconstruction-based contribution forprocess monitoring with kernel principal component analysis
    • C. F. Alcala and S. J. Qin, "Reconstruction-based contribution forprocess monitoring with kernel principal component analysis," Ind. Eng.Chem. Res., vol. 49, no. 17, pp. 7849-7857, 2010.
    • (2010) Ind. Eng.Chem. Res. , vol.49 , Issue.17 , pp. 7849-7857
    • Alcala, C.F.1    Qin, S.J.2
  • 27
    • 77957599856 scopus 로고    scopus 로고
    • Total projection to latent structures forprocess monitoring
    • D. Zhou, G. Li, and S. J. Qin, "Total projection to latent structures forprocess monitoring," AIChE J., vol. 56, no. 1, pp. 168-178, 2010.
    • (2010) AIChE J. , vol.56 , Issue.1 , pp. 168-178
    • Zhou, D.1    Li, G.2    Qin, S.J.3
  • 28
    • 80051912783 scopus 로고    scopus 로고
    • Generalizedreconstruction-based contributions for output-relevant fault diagnosiswith application to the tennessee eastman process
    • Sep.
    • L. Gang, C. F. Alcala, S. J. Qin, and Z. Donghua, " Generalizedreconstruction-based contributions for output-relevant fault diagnosiswith application to the Tennessee Eastman process," IEEE Trans. ControlSyst. Technol., vol. 19, no. 5, pp. 1114-1127, Sep. 2011.
    • (2011) IEEE Trans. ControlSyst. Technol. , vol.19 , Issue.5 , pp. 1114-1127
    • Gang, L.1    Alcala, C.F.2    Qin, S.J.3    Donghua, Z.4
  • 29
    • 79955658669 scopus 로고    scopus 로고
    • A two-step basis vector extractionstrategy for multiset variable correlation analysis
    • C. Zhao, F. Gao, D. Niu, and F. Wang, "A two-step basis vector extractionstrategy for multiset variable correlation analysis," Chemometr.Intell. Lab. Syst., vol. 107, no. 1, pp. 147-154, 2011.
    • (2011) Chemometr.Intell. Lab. Syst. , vol.107 , Issue.1 , pp. 147-154
    • Zhao, C.1    Gao, F.2    Niu, D.3    Wang, F.4
  • 30
    • 0029517963 scopus 로고
    • A review of multivariate controlcharts
    • C. A. Lowry and D. C. Montgomery, "A review of multivariate controlcharts," IIE Trans., vol. 27, no. 6, pp. 800-810, 1995.
    • (1995) IIE Trans. , vol.27 , Issue.6 , pp. 800-810
    • Lowry, C.A.1    Montgomery, D.C.2
  • 31
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoringbatch processes
    • P. Nomikos and J. F. MacGregor, "Multivariate SPC charts for monitoringbatch processes," Technometrics, vol. 37, no. 1, pp. 41-59,1995.
    • (1995) Technometrics , vol.37 , Issue.1 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 33
    • 77957561573 scopus 로고    scopus 로고
    • Output relevant fault reconstructionand fault subspace extraction in total projection to latent structuresmodels
    • G. Li, S. J. Qin, and D. Zhou, "Output relevant fault reconstructionand fault subspace extraction in total projection to latent structuresmodels," Ind. Eng. Chem. Res., vol. 49, no. 19, pp. 9175-9183,2010.
    • (2010) Ind. Eng. Chem. Res. , vol.49 , Issue.19 , pp. 9175-9183
    • Li, G.1    Qin, S.J.2    Zhou, D.3
  • 34
    • 0027561446 scopus 로고
    • A plant-wide industrial process controlproblem
    • J. J. Downs and E. F. Vogel, "A plant-wide industrial process controlproblem," Comput. Chem. Eng., vol. 17, no.3, pp. 245-255, 1993.
    • (1993) Comput. Chem. Eng. , vol.17 , Issue.3 , pp. 245-255
    • Downs, J.J.1    Vogel, E.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.