메뉴 건너뛰기




Volumn 32, Issue 3, 2006, Pages 417-421

Application of MSPCA to sensor fault diagnosis

Author keywords

Multiscale; Principal component analysis; Sensor validity index; Square prediction error; Wavelet transform

Indexed keywords

ALGORITHMS; BOILERS; DIAGNOSIS; ERROR DETECTION; FAILURE ANALYSIS; FORECASTING; MATHEMATICAL MODELS; MONITORING; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING; WAVELET TRANSFORMS;

EID: 33745760492     PISSN: 02544156     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (15)

References (11)
  • 1
    • 33745758878 scopus 로고    scopus 로고
    • Study of several key problems encountered in the application of metal oxide semiconductor gas sensor in gas analysis
    • Ph.D. Dissertation, Xi'an: Xi'an Jiaotong University
    • Ding H. Study of Several Key Problems Encountered in the Application of Metal Oxide Semiconductor Gas Sensor in Gas Analysis.[Ph.D. Dissertation], Xi'an: Xi'an Jiaotong University. 2004
    • (2004)
    • Ding, H.1
  • 2
    • 0032049479 scopus 로고    scopus 로고
    • Joint diagnosis of process and sensor faults using principal component analysis
    • Dunia Ricardo, Qin S Joe. Joint diagnosis of process and sensor faults using principal component analysis. Control Engineering Practice, 1998, 6(4): 457-469
    • (1998) Control Engineering Practice , vol.6 , Issue.4 , pp. 457-469
    • Ricardo, D.1    Joe, Q.S.2
  • 3
    • 0348230735 scopus 로고    scopus 로고
    • AHU sensor fault diagnosis using principal component analysis method
    • Wang S W, Xiao F. AHU sensor fault diagnosis using principal component analysis method. Energy and Buildings, 2004, 36(2): 147-160
    • (2004) Energy and Buildings , vol.36 , Issue.2 , pp. 147-160
    • Wang, S.W.1    Xiao, F.2
  • 4
    • 0032118892 scopus 로고    scopus 로고
    • Multiscale PCA with application to multivariate statistical process monitoring
    • Bakshi R B. Multiscale PCA with application to multivariate statistical process monitoring. AIChE Journal, 1998, 44(7): 1596-1610
    • (1998) AIChE Journal , vol.44 , Issue.7 , pp. 1596-1610
    • Bakshi, R.B.1
  • 6
    • 0242415882 scopus 로고    scopus 로고
    • Drift reduction of gas sensor by wavelet and principal component analysis
    • Hui D, Liu J H, Shen Z R. Drift reduction of gas sensor by wavelet and principal component analysis. Sensors and Actuators, 2003, 96(12): 354-36
    • (2003) Sensors and Actuators , vol.96 , Issue.12 , pp. 354
    • Hui, D.1    Liu, J.H.2    Shen, Z.R.3
  • 7
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Mallat S. A theory for multiresolution signal decomposition: The wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989, 11(7): 674-693
    • (1989) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.1
  • 8
    • 0030269512 scopus 로고    scopus 로고
    • Identification of faulty sensors using principal component analysis
    • Dunia R, Qin S J, Edgar T F, McAvoy T J. Identification of faulty sensors using principal component analysis. AIChE Journal, 1996, 42(10): 2797-2812
    • (1996) AIChE Journal , vol.42 , Issue.10 , pp. 2797-2812
    • Dunia, R.1    Qin, S.J.2    Edgar, T.F.3    McAvoy, T.J.4
  • 10
    • 0029723020 scopus 로고    scopus 로고
    • Use of principal component analysis for sensor fault identification
    • Ricardo Dunia, Joe Qin S, Thomas F Edgar, Thomas J. McAvoy. Use of principal component analysis for sensor fault identification. Computers Chem, 1996, 20(Suppl): S713-S718
    • (1996) Computers Chem , vol.20 , Issue.SUPPL.
    • Dunia, R.1    Joe, Q.S.2    Edgar, T.F.3    McAvoy, T.J.4
  • 11
    • 0032943498 scopus 로고    scopus 로고
    • On-line multiscale filtering of random and gross errors without process models
    • Mohamed Nounou N, Bhavik Bakshi R. On-line multiscale filtering of random and gross errors without process models. AIChE Journal, 1999, 45(5): 1041-1058
    • (1999) AIChE Journal , vol.45 , Issue.5 , pp. 1041-1058
    • Mohamed, N.N.1    Bhavik, B.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.