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Volumn 128, Issue , 2013, Pages 49-55

Fault diagnosis based on PCA for sensors of laboratorial wastewater treatment process

Author keywords

Fault diagnosis; Principal component analysis; Sensor; Wastewater

Indexed keywords

CALCIUM CARBONATE; DISSOLVED OXYGEN; NITROGEN; PHOSPHORUS;

EID: 84882996883     PISSN: 01697439     EISSN: 18733239     Source Type: Journal    
DOI: 10.1016/j.chemolab.2013.07.012     Document Type: Article
Times cited : (60)

References (19)
  • 1
    • 0037214850 scopus 로고    scopus 로고
    • On-line monitoring equipment for wastewater treatment processes: state of the art
    • Vanrolleghem P.A., Lee D.S. On-line monitoring equipment for wastewater treatment processes: state of the art. Water Science and Technology 2003, 47:1-34.
    • (2003) Water Science and Technology , vol.47 , pp. 1-34
    • Vanrolleghem, P.A.1    Lee, D.S.2
  • 3
    • 0345385016 scopus 로고    scopus 로고
    • Progress in sensor technology-progress in process control? Part I: sensor property investigation and classification
    • Leiv R., Jens A., Stefan W., Marc B., Michael T., Hansruedi S. Progress in sensor technology-progress in process control? Part I: sensor property investigation and classification. Water Science and Technology 2003, 47:103-112.
    • (2003) Water Science and Technology , vol.47 , pp. 103-112
    • Leiv, R.1    Jens, A.2    Stefan, W.3    Marc, B.4    Michael, T.5    Hansruedi, S.6
  • 4
    • 78650568859 scopus 로고    scopus 로고
    • A combined approach for a better understanding of wastewater treatment plants operation: Statistical analysis of monitoring database and sludge physico-chemical characterization
    • Avella A.C., Görner T., Yvon J., Chappe P., Guinot-Thomas P., Donato Ph.de. A combined approach for a better understanding of wastewater treatment plants operation: Statistical analysis of monitoring database and sludge physico-chemical characterization. Water Research 2011, 45:981-992.
    • (2011) Water Research , vol.45 , pp. 981-992
    • Avella, A.C.1    Görner, T.2    Yvon, J.3    Chappe, P.4    Guinot-Thomas, P.5    Donato, P.6
  • 5
    • 0018503842 scopus 로고
    • Control procedures for residuals associated with principal component analysis
    • Edward J.J., Govind S., Mudholkar Control procedures for residuals associated with principal component analysis. Technometrics 1979, 21:341-349.
    • (1979) Technometrics , vol.21 , pp. 341-349
    • Edward, J.J.1    Govind, S.2    Mudholkar3
  • 7
    • 22144480628 scopus 로고    scopus 로고
    • Sensor-fault detection, diagnosis and estimation for centrifugal chiller systems using principal-component analysis method
    • Wang S.W., Cui J.P. Sensor-fault detection, diagnosis and estimation for centrifugal chiller systems using principal-component analysis method. Applied Energy 2005, 82:197-213.
    • (2005) Applied Energy , vol.82 , pp. 197-213
    • Wang, S.W.1    Cui, J.P.2
  • 8
    • 34147173292 scopus 로고    scopus 로고
    • Fault detection, diagnosis based on improved PCA with JAA method in VAV systems
    • Du Z.M., Jin X.Q., Wu L.Z. Fault detection, diagnosis based on improved PCA with JAA method in VAV systems. Building and Environment 2007, 42:3221-3232.
    • (2007) Building and Environment , vol.42 , pp. 3221-3232
    • Du, Z.M.1    Jin, X.Q.2    Wu, L.Z.3
  • 9
    • 54049097439 scopus 로고    scopus 로고
    • Multiple fault diagnosis for sensors in air handing unit using Fisher discriminant analysis
    • Du Z.M., Jin X.Q. Multiple fault diagnosis for sensors in air handing unit using Fisher discriminant analysis. Energy Conversation and Management 2009, 49:3654-3665.
    • (2009) Energy Conversation and Management , vol.49 , pp. 3654-3665
    • Du, Z.M.1    Jin, X.Q.2
  • 11
    • 79960900004 scopus 로고    scopus 로고
    • Proton exchange membrane fuel cell system diagnosis based on the multivariate statistical method
    • Hua J.F., Li J.Q., Ouyang M.G., Lu L.G., Xu L.F. Proton exchange membrane fuel cell system diagnosis based on the multivariate statistical method. International journal of Hydrogen Energy 2011, 36:9896-9905.
    • (2011) International journal of Hydrogen Energy , vol.36 , pp. 9896-9905
    • Hua, J.F.1    Li, J.Q.2    Ouyang, M.G.3    Lu, L.G.4    Xu, L.F.5
  • 12
    • 56249119537 scopus 로고    scopus 로고
    • Identification of process operating state with operational map in municipal wastewater treatment plant
    • Moon T.S., Kim Y.J., Kim J.R., Cha J.H., Kim D.H., Kim C.W. Identification of process operating state with operational map in municipal wastewater treatment plant. Environmental Management 2009, 90:772-778.
    • (2009) Environmental Management , vol.90 , pp. 772-778
    • Moon, T.S.1    Kim, Y.J.2    Kim, J.R.3    Cha, J.H.4    Kim, D.H.5    Kim, C.W.6
  • 15
    • 0029267381 scopus 로고
    • Statistical process control of multivariate processes
    • MacGregor J.F., Kourti T. Statistical process control of multivariate processes. Control Engineering Practice 1995, 3:403-414.
    • (1995) Control Engineering Practice , vol.3 , pp. 403-414
    • MacGregor, J.F.1    Kourti, T.2
  • 17
    • 27444447638 scopus 로고    scopus 로고
    • Simultaneous nitrogen and phosphorus removal using denitrifying phosphate-accumulating organisms in a sequencing batch reactor
    • Tsuneda S., Ohno T., Soejima K., Hirata A. Simultaneous nitrogen and phosphorus removal using denitrifying phosphate-accumulating organisms in a sequencing batch reactor. Biochemical Engineering Journal 2006, 27:191-196.
    • (2006) Biochemical Engineering Journal , vol.27 , pp. 191-196
    • Tsuneda, S.1    Ohno, T.2    Soejima, K.3    Hirata, A.4
  • 19
    • 1542408546 scopus 로고    scopus 로고
    • Application of multiway ICA for on-line process monitoring of a sequencing batch reactor
    • Yoo C.K., Lee D.S., Vanrolleghem P.A. Application of multiway ICA for on-line process monitoring of a sequencing batch reactor. Water Research 2004, 38:1715-1732.
    • (2004) Water Research , vol.38 , pp. 1715-1732
    • Yoo, C.K.1    Lee, D.S.2    Vanrolleghem, P.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.