메뉴 건너뛰기




Volumn 44, Issue 9, 2005, Pages 3203-3212

Effect of data compression on pattern matching in historical data

Author keywords

[No Author keywords available]

Indexed keywords

DATA RECONSTRUCTION; HISTORICAL DATA; PROCESS INDUSTRY; SIMILARITY FACTORS;

EID: 19844373954     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie049707a     Document Type: Article
Times cited : (22)

References (36)
  • 1
    • 0019633214 scopus 로고
    • Historical data recording for process computers
    • Hale, J. C.; Sellars, H. L. Historical Data Recording For Process Computers. Chem. Eng. Prog. 1981, 77 (11), 38-43.
    • (1981) Chem. Eng. Prog. , vol.77 , Issue.11 , pp. 38-43
    • Hale, J.C.1    Sellars, H.L.2
  • 2
    • 19844376203 scopus 로고
    • Plant-scale process monitoring and control systems: Eighteen years and counting
    • CACHE/Elsevier: New York
    • DeHeer, L. E. Plant-Scale Process Monitoring and Control Systems: Eighteen Years and Counting, In Computer-Aided Process Operations; CACHE/Elsevier: New York, 1987.
    • (1987) Computer-aided Process Operations
    • DeHeer, L.E.1
  • 3
    • 0029733478 scopus 로고    scopus 로고
    • Building an industrial desktop
    • Kennedy, J. P. Building an Industrial Desktop. Chem. Eng. 1996, 103 (1), 82-86.
    • (1996) Chem. Eng. , vol.103 , Issue.1 , pp. 82-86
    • Kennedy, J.P.1
  • 5
    • 0033075425 scopus 로고    scopus 로고
    • Performance evaluation of computer architectures with main memory data compression
    • Kjelso, M.; Gooch, M.; Jones, S. Performance Evaluation of Computer Architectures With Main Memory Data Compression. J. Syst. Archit. 1999, 45, 571-590.
    • (1999) J. Syst. Archit. , vol.45 , pp. 571-590
    • Kjelso, M.1    Gooch, M.2    Jones, S.3
  • 6
    • 0003319958 scopus 로고    scopus 로고
    • 3D RGB image compression for interactive applications
    • Bajaj, C.; Ihm, I.; Park, S. 3D RGB Image Compression for Interactive Applications. ACM Trans. Graphics 2001, 20 (1), 10-38.
    • (2001) ACM Trans. Graphics , vol.20 , Issue.1 , pp. 10-38
    • Bajaj, C.1    Ihm, I.2    Park, S.3
  • 7
    • 0001536929 scopus 로고    scopus 로고
    • A B-spline based method for data compression, process monitoring and diagnosis
    • Vedam, H.; Venkatasubramanian, V.; Bhalodia, M. A B-Spline Based Method for Data Compression, Process Monitoring and Diagnosis. Comput. Chem. Eng. 1998, 22, S827-S830.
    • (1998) Comput. Chem. Eng. , vol.22
    • Vedam, H.1    Venkatasubramanian, V.2    Bhalodia, M.3
  • 8
    • 0346119933 scopus 로고    scopus 로고
    • The impact of compression on data-driven process analyses
    • Thornhill, N. F.; Choudhury, M. A. A. S.; Shah, S. L. The Impact of Compression on Data-Driven Process Analyses. J. Process Control 2004, 14, 389-398.
    • (2004) J. Process Control , vol.14 , pp. 389-398
    • Thornhill, N.F.1    Choudhury, M.A.A.S.2    Shah, S.L.3
  • 10
    • 0025544216 scopus 로고
    • Swinging door trending: Adaptive trend recording?
    • Instrument Society of America: Research Triangle Park, NC
    • Bristol, E. H. Swinging Door Trending: Adaptive Trend Recording? Advances in Instrumentation and Control; Instrument Society of America: Research Triangle Park, NC, 1990; Vol. 45, pp 749-754.
    • (1990) Advances in Instrumentation and Control , vol.45 , pp. 749-754
    • Bristol, E.H.1
  • 12
    • 0028042615 scopus 로고
    • Representation of process trends-III. Multiscale extraction of trends from process data
    • Bakshi, B. R.; Stephanopoulos, G. Representation of Process Trends-III. Multiscale Extraction of Trends from Process Data. Comput. Chem. Eng. 1994, 18, 267-302.
    • (1994) Comput. Chem. Eng. , vol.18 , pp. 267-302
    • Bakshi, B.R.1    Stephanopoulos, G.2
  • 13
    • 0027949580 scopus 로고
    • Representation of process trends-IV. Induction of real-time patterns from operating data for diagnosis and supervisory control
    • Bakshi, B. R.; Stephanopoulos, G. Representation of Process Trends-IV. Induction of Real-Time Patterns from Operating Data for Diagnosis and Supervisory Control. Comput. Chem. Eng. 1994, 18, 303-332.
    • (1994) Comput. Chem. Eng. , vol.18 , pp. 303-332
    • Bakshi, B.R.1    Stephanopoulos, G.2
  • 14
    • 0030085768 scopus 로고    scopus 로고
    • Compression of chemical process data through functional approximation and feature extraction
    • Bakshi, B. R.; Stephanopoulos, G. Compression of Chemical Process Data through Functional Approximation and Feature Extraction. AIChE J. 1996, 42, 477-492.
    • (1996) AIChE J. , vol.42 , pp. 477-492
    • Bakshi, B.R.1    Stephanopoulos, G.2
  • 15
    • 0033959697 scopus 로고    scopus 로고
    • On-line data compression and error analysis using wavelet technology
    • Misra, M.; Qin, S. J.; Kumar, S.; Seemann, D. On-line Data Compression and Error Analysis Using Wavelet Technology. AIChE J. 2000, 46, 119-132.
    • (2000) AIChE J. , vol.46 , pp. 119-132
    • Misra, M.1    Qin, S.J.2    Kumar, S.3    Seemann, D.4
  • 16
    • 0035546288 scopus 로고    scopus 로고
    • Error based criterion for on-line wavelet data compression
    • Misra, M.; Kumar, S.; Qin, S. J.; Seemann, D. Error Based Criterion for On-Line Wavelet Data Compression. J. Process Control 2001, 11, 717-731.
    • (2001) J. Process Control , vol.11 , pp. 717-731
    • Misra, M.1    Kumar, S.2    Qin, S.J.3    Seemann, D.4
  • 17
    • 0037036779 scopus 로고    scopus 로고
    • Pattern matching in multivariate time series databases using a moving window approach
    • Singhal, A.; Seborg, D. E. Pattern Matching in Multivariate Time Series Databases Using a Moving Window Approach. Ind. Eng. Chem. Res. 2002, 41, 3822-3838.
    • (2002) Ind. Eng. Chem. Res. , vol.41 , pp. 3822-3838
    • Singhal, A.1    Seborg, D.E.2
  • 18
    • 0036804076 scopus 로고    scopus 로고
    • Pattern matching in historical batch data using PCA
    • Singhal, A.; Seborg, D. E. Pattern Matching in Historical Batch Data Using PCA. IEEE Control Syst. Mag. 2002, 22 (5), 53-63.
    • (2002) IEEE Control Syst. Mag. , vol.22 , Issue.5 , pp. 53-63
    • Singhal, A.1    Seborg, D.E.2
  • 27
    • 33749809523 scopus 로고    scopus 로고
    • Wavelet shrinkage using cross-validation
    • Nason, G. P. Wavelet Shrinkage Using Cross-Validation. J. R. Stat. Soc. 1996, 58, 563.
    • (1996) J. R. Stat. Soc. , vol.58 , pp. 563
    • Nason, G.P.1
  • 28
    • 0032118892 scopus 로고    scopus 로고
    • Multiscale PCA with application to multi-variate statistical process monitoring
    • Bakshi, B. R. Multiscale PCA with Application to Multi-variate Statistical Process Monitoring. AIChE J. 1998, 44, 1596-1610.
    • (1998) AIChE J. , vol.44 , pp. 1596-1610
    • Bakshi, B.R.1
  • 29
  • 30
    • 0030296884 scopus 로고    scopus 로고
    • Missing data methods in PCA and PLS: Score calculations with incomplete observations
    • Nelson, P. R. C.; Taylor, P. A.; MacGregor, J. F. Missing Data Methods in PCA and PLS: Score Calculations with Incomplete Observations. Chemom. Intell. Lab. Syst. 1996, 19, 45-65.
    • (1996) Chemom. Intell. Lab. Syst. , vol.19 , pp. 45-65
    • Nelson, P.R.C.1    Taylor, P.A.2    MacGregor, J.F.3
  • 33
    • 84950659640 scopus 로고
    • Between-groups comparison of principal components
    • Krzanowski, W. J. Between-Groups Comparison of Principal Components. J. Am. Stat. Assoc. 1979, 74 (367), 703-707.
    • (1979) J. Am. Stat. Assoc. , vol.74 , Issue.367 , pp. 703-707
    • Krzanowski, W.J.1
  • 36
    • 0348011347 scopus 로고    scopus 로고
    • Automatic tuning of the window size in the box-car back slope data compression algorithm
    • Pettersson, J.; Gutman, P. Automatic Tuning of the Window Size in the Box-Car Back Slope Data Compression Algorithm. J. Process Control 2004, 14, 431-439.
    • (2004) J. Process Control , vol.14 , pp. 431-439
    • Pettersson, J.1    Gutman, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.