The velocity synchronous discrete Fourier transform for order tracking in the field of rotating machinery

被引:89
作者
Borghesani, P. [1 ]
Pennacchi, P. [1 ]
Chatterton, S. [1 ]
Ricci, R. [1 ]
机构
[1] Politecn Milan, Dipartimento Meccan, I-20156 Milan, Italy
关键词
Order tracking; Instantaneous velocity; Transform kernel; Rotating machinery; Machine diagnostics; SPEED;
D O I
10.1016/j.ymssp.2013.03.026
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Diagnostics of rotating machinery has developed significantly in the last decades, and industrial applications are spreading in different sectors. Most applications are characterized by varying velocities of the shaft and in many cases transients are the most critical to monitor. In these variable speed conditions, fault symptoms are clearer in the angular/order domains than in the common time/frequency ones. In the past, this issue was often solved by synchronously sampling data by means of phase locked circuits governing the acquisition; however, thanks to the spread of cheap and powerful microprocessors, this procedure is nowadays rarer; sampling is usually performed at constant time intervals, and the conversion to the order domain is made by means of digital signal processing techniques. In the last decades different algorithms have been proposed for the extraction of an order spectrum from a signal sampled asynchronously with respect to the shaft rotational velocity; many of them (the so called computed order tracking family) use interpolation techniques to resample the signal at constant angular increments, followed by a common discrete Fourier transform to shift from the angular domain to the order domain. A less exploited family of techniques shifts directly from the time domain to the order spectrum, by means of modified Fourier transforms. This paper proposes a new transform, named velocity synchronous discrete Fourier transform, which takes advantage of the instantaneous velocity to improve the quality of its result, reaching performances that can challenge the computed order tracking. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:118 / 133
页数:16
相关论文
共 21 条
[1]   Identification of multiple faults in rotor systems [J].
Bachschmid, N ;
Pennacchi, P ;
Vania, A .
JOURNAL OF SOUND AND VIBRATION, 2002, 254 (02) :327-366
[2]  
Blough J., 1997, 972006 SAE
[3]   A survey of DSP methods for rotating machinery analysis, what is needed, what is available [J].
Blough, JR .
JOURNAL OF SOUND AND VIBRATION, 2003, 262 (03) :707-720
[4]  
Christos Y., 2010, P ASME IDETC CIE 201
[5]   A new method for the estimation of the instantaneous speed relative fluctuation in a vibration signal based on the short time scale transform [J].
Combet, Francois ;
Zimroz, Radoslaw .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2009, 23 (04) :1382-1397
[6]  
D'Antona G., 2006, Digital signal processing for measurement systems
[7]  
Feldbauer C., 2000, P COST G 6 C DIG AUD
[8]   HIGH-ACCURACY FOURIER-ANALYSIS BASED ON SYNCHRONOUS SAMPLING TECHNIQUES [J].
FERRERO, A ;
OTTOBONI, R .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1992, 41 (06) :780-785
[9]  
Frazier J.P., 2011, IRE T SPACE ELECT TE, VSET-8, P210
[10]   Analysis of computed order tracking [J].
Fyfe, KR ;
Munck, EDS .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1997, 11 (02) :187-205