Machine Component Fault Classification Using Permutation Entropy and Complexity Representation of Vibration Signals

[1]  B. Pompe,et al.  Permutation entropy: a natural complexity measure for time series. , 2002, Physical review letters.

[2]  Ricardo López-Ruiz,et al.  A Statistical Measure of Complexity , 1995, ArXiv.

[3]  Haroldo V. Ribeiro,et al.  Complexity-entropy causality plane: a useful approach for distinguishing songs , 2011, ArXiv.

[4]  Mubashir Husain Rehmani,et al.  Mobile Edge Computing: Opportunities, solutions, and challenges , 2017, Future Gener. Comput. Syst..

[5]  Chstoph Bandt,et al.  Order Patterns in Time Series , 2007 .

[6]  Jian-Jiun Ding,et al.  Bearing Fault Diagnosis Based on Multiscale Permutation Entropy and Support Vector Machine , 2012, Entropy.

[7]  Ricardo López-Ruiz,et al.  Statistical Complexity and Fisher-Shannon Information. Applications , 2012, ArXiv.

[8]  Yitao Liang,et al.  A novel bearing fault diagnosis model integrated permutation entropy, ensemble empirical mode decomposition and optimized SVM , 2015 .

[9]  Osvaldo A. Rosso,et al.  Bandt–Pompe approach to the classical-quantum transition , 2007 .

[10]  S. Pincus.  Approximate entropy (ApEn) as a complexity measure. , 1995, Chaos.

[11]  Ruqiang Yan,et al.  Machine health diagnosis based on approximate entropy , 2004, Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference (IEEE Cat. No.04CH37510).

[12]  A. Plastino,et al.  Permutation entropy of fractional Brownian motion and fractional Gaussian noise , 2008 .

[13]  Amit P. Sheth,et al.  On Using the Intelligent Edge for IoT Analytics , 2017, IEEE Intelligent Systems.

[14]  S M Pincus,et al.  Approximate entropy as a measure of system complexity. , 1991, Proceedings of the National Academy of Sciences of the United States of America.

[15]  Stephen C.-Y. Lu,et al.  Machine learning approaches to knowledge synthesis and integration tasks for advanced engineering , 1990 .

[16]  J. Crutchfield,et al.  Measures of statistical complexity: Why? , 1998 .

[17]  Osvaldo A. Rosso,et al.  Intensive entropic non-triviality measure , 2004 .

[18]  Wang Yu,et al.  A case study of sample entropy analysis to the fault detection of bearing in wind turbine , 2017 .

[19]  Ruqiang Yan,et al.  Permutation entropy: A nonlinear statistical measure for status characterization of rotary machines , 2012 .

[20]  Madalena Costa,et al.  Multiscale entropy analysis of biological signals. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[21]  Steven M. Pincus.  Assessing Serial Irregularity and Its Implications for Health , 2001, Annals of the New York Academy of Sciences.

[22]  O A Rosso,et al.  Distinguishing noise from chaos. , 2007, Physical review letters.

[23]  Madalena Costa,et al.  Multiscale entropy analysis of complex physiologic time series. , 2002, Physical review letters.

[24]  Jayant Trewn,et al.  Multivariate Statistical Methods in Quality Management , 2004 .

[25]  Inci Batmaz,et al.  A review of data mining applications for quality improvement in manufacturing industry , 2011, Expert Syst. Appl..

[26]  Minghong Han,et al.  A fault diagnosis method combined with LMD, sample entropy and energy ratio for roller bearings , 2015 .

[27]  O. Rosso,et al.  Complexity–entropy analysis of daily stream flow time series in the continental United States , 2014, Stochastic Environmental Research and Risk Assessment.

[28]  J. Richman,et al.  Physiological time-series analysis using approximate entropy and sample entropy. , 2000, American journal of physiology. Heart and circulatory physiology.

[29]  Long Zhang,et al.  Bearing fault diagnosis using multi-scale entropy and adaptive neuro-fuzzy inference , 2010, Expert Syst. Appl..

[30]  Robert X. Gao,et al.  Mechanical Systems and Signal Processing Approximate Entropy as a Diagnostic Tool for Machine Health Monitoring , 2006 .

[31]  Yang Shaopu.  Sample entropy-based roller bearing fault diagnosis method , 2012 .

[32]  Weisong Shi,et al.  Edge Computing: Vision and Challenges , 2016, IEEE Internet of Things Journal.

[33]  Massimiliano Zanin,et al.  Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review , 2012, Entropy.