Condition prediction of chemical complex systems based on Multifractal and Mahalanobis-Taguchi system

ICQR2MSE 2011 - Proceedings of 2011 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering

Volumn , Issue , 2011, Pages 536-539

  Lv, Yanqing ^a,b   Gao, Jianmin ^b  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b LUOYANG NORMAL UNIVERSITY   (China)

Author keywords

condition prediction; Mahalanobis Taguchi system; multifractal

Indexed keywords

ABNORMAL CONDITIONS; CHEMICAL COMPLEXES; CONDITION PREDICTION; EXPERIMENT DATA; INTRINSIC CHARACTERISTICS; MAHALANOBIS-TAGUCHI SYSTEMS; MULTI FRACTALS; MULTIDIMENSIONAL ANALYSIS; MULTIFRACTAL ANALYSIS; MULTIFRACTAL DETRENDED FLUCTUATION ANALYSIS; NON-LINEARITY; NONLINEAR FEATURES; OBSERVED DATA; SCALE INVARIANCE; SELF SIMILARITY PROPERTIES; SIGNIFICANT PATTERNS; TRADITIONAL TECHNIQUES;

ACCIDENT PREVENTION; CHEMICAL INDUSTRY; FORECASTING; FRACTALS; INDUSTRIAL CHEMICALS; LARGE SCALE SYSTEMS; MAINTAINABILITY;

CHEMICAL ANALYSIS;

EID: 80052381132     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICQR2MSE.2011.5976670     Document Type: Conference Paper

References (7)

1. V. Venkatasubramanian, R. Rengaswamy, S. N. Kavuri, et al, "A review of process fault detection and diagnosis Part III: Process history based methods", Computers and Chemical Engineering, vol. 27, pp. 327-346, 2003.
2. R. Yalamova, "Wavelet test of multifractality of asia-pacific index price series", Asian Academy of Management Journal of Accounting and Finance, vol. 1, pp. 63-83, 2006.
3. C. K. Lee, D. S. Ho, C. C. Yu, et al, "Simple multifractal cascade model for air pollutant concentration (APC) time series", Environmetrics, vol. 14, pp. 255-269, 2003.
4. M. R. Niu, Q. F. Liang, G. S. Yu, et al, "Multifractal analysis of pressure fluctuation signals in an impinging entrained-flow gasifier", Chemical Engineering and Processing, vol. 4, pp. 642-648, 2008.
5. M. Li, W. X. Ma, X. J. Liu, "Investigation of rolling bearing fault diagnosis based on multi-fractal and general fractal dimension", In Proceedings of Second International Conference on Intelligent Computation Technology and Automation, vol. 2, pp. 545-548, 2009.
6. J. W. Kantelhardt, S. A. Zschiegner, E. Koscielny-Bunde, et al, "Multifractal detrended fluctuation analysis of nonstationary time series", Physica A, vol. 316, pp. 87-114, 2002.
7. G. Taguchi, R. Jugulum, The Mahalanobis-Taguchi Strategy: a Pattern Technology System. New York: John Wiley & Sons, 2002.