Application of compressive sensing and variance considered machine to condition monitoring |
Lee, Myung Jun
(School of Mechanical Engineering, Chonnam National University)
Jun, Jun Young (School of Mechanical Engineering, Chonnam National University) Park, Gyuhae (School of Mechanical Engineering, Chonnam National University) Kang, To (Nuclear Convergence Technology Division, Korea Atomic Energy Research Institute) Han, Soon Woo (Nuclear Convergence Technology Division, Korea Atomic Energy Research Institute) |
1 | Hakim, S.J.S. and Abdul Razak, H. (2014), "Modal parameters based structural damage detection using artificial neural networks - a review", Smart Struct. Syst., 14(2), 159-189. DOI |
2 | Hoglund, J., Voigt, T., Wei, B., Hu, W. and Karoumi, R. (2014), "Compressive Sensing for Bridge Damage Detection", Proceedings of 5th Nordic Workshop on System and Network Optimization for Wireless, Are, Sweden, April |
3 | Jardine, A.K.S., Lin, D. and Banjevic, D. (2006), "A review on machinery diagnostics and prognostics implementing conditionbased maintenance", Mech. Syst. Signal Pr., 20(7), 1483-1510 DOI |
4 | Jayawardhana, M., Zhu, X., Liyanapathirana, L. and Gunawardana, U. (2017), "Compressive sensing for efficient health monitoring and effective damage detection of structures", Mech. Syst. Signal Pr., 84, 414-430. DOI |
5 | Jung, U.K. and Koh, B.H. (2014), "Bearing fault detection through multiscale wavelet scalogram-based SPC", Smart Struct. Syst., 14(3), 377-395. DOI |
6 | Lei, Y., Lin, J., Zuo, J.J. and He, Z. (2014), "Condition monitoring and fault diagnosis of planetary gearboxes: A review", Measurements, 48, 292-305 |
7 | Loutas, T.H., Sotiriades, G., Kalaitzoglou, I. and Kostopoulos, V. (2009) "Condition monitoring of a single-stage gearbox with artificially induced gear cracks utilizing on-line vibration and acoustic emission measurements", Appl. Acoust., 70(9), 1148-1159. DOI |
8 | Mascarenas, D., Cattaneo, A., Theiler, J. and Farrar, C.R. (2013), "Compressed sensing techniques for detecting damage in structures", Struct. Health Monit., 12(4) 325-338 |
9 | Needell, D. and Tropp, J.A. (2009), "CoSaMP: Iterative signal recovery from incomplete and inaccurate samples", Appl. Comput. Harmon. A., 26 (3), 301-321. DOI |
10 | Park, J.Y., Wakin, M.B. and Gilbert, A.C. (2014) "Modal analysis with compressive measurements", IEEE T. Signal Proces., 62(7), 1655-1670. DOI |
11 | Peng, Z.K. and Chu, F.L. (2004), "Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography", Mech. Syst. Signal Pr., 18(2), 199-221. DOI |
12 | Tropp, J.A. (2004), "Greed is good: algorithmic results for sparse approximation", IEEE T. Inform. Theory, 50 2231-2242. DOI |
13 | Samuel, P.D. and Pines, D.J. (2005), "A review of vibration-based techniques for helicopter transmission diagnostics", J. Sound Vib., 282(1-2) 475-508 DOI |
14 | Tchakoua, P., Wamkeue, R., Ouhrouche, M., Slaoui-Hasnaoui, F., Tameghe, T.A. and Ekemb, G. (2014), "Wind turbine condition monitoring: state-of-the-art review, new trends, and future challenges", Energies, 7(4), 2595-2630 DOI |
15 | Tropp J.A. and Gilbert, A.C. (2007), "Signal recovery from random measurements via orthogonal matching pursuit", IEEE T. Inform. Theory, 53 (12), 4655-4666. DOI |
16 | Yeom, H., Jang, I. and Sim, K. (2009), "Variance considered machines: modification of optimal hyperplanes in support vector machines", Proceedings of the 2009 IEEE International Symposium on Industrial Electronics. IEEE. |
17 | Donoho, D.L. (2006), "Compressed sensing. Information theory", IEEE T. Inform. Theory, 52(4), 1289-1306. DOI |
18 | Carden, E.P. and Fanning, P., (2004), "Vibration based condition monitoring: A review", Struct. Health Monit., 3(4), 355-377 DOI |
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