The real-time implementation of envelope analysis for bearing fault diagnosis based on wireless sensor network

ICAC 2013 - Proceedings of the 19th International Conference on Automation and Computing: Future Energy and Automation

Volumn , Issue , 2013, Pages 31-36

  Feng, G ^a   Mustafa, A ^a   Gu, J X ^b   Zhen, D ^a   Gu, F ^a   Ball, A D ^a  

^a UNIVERSITY OF HUDDERSFIELD   (United Kingdom)

^b MANCHESTER METROPOLITAN UNIVERSITY   (United Kingdom)

Author keywords

Envelope Analysis; Fault diagnostic; Local Processing; Wireless Sensor Network (WSN)

Indexed keywords

AUTOMATION; BANDPASS FILTERS; COMPACTION; CONDITION MONITORING; DATA ACQUISITION; FAILURE ANALYSIS; REAL TIME CONTROL; SENSOR NODES; SIGNAL PROCESSING; WIRELESS SENSOR NETWORKS;

BEARING FAULT DIAGNOSTICS; ENVELOPE ANALYSIS; FAULT DIAGNOSTICS; LOCAL PROCESSING; REAL-TIME IMPLEMENTATIONS; REAL-TIME TRANSMISSIONS; SIGNAL PROCESSING ALGORITHMS; TRANSMISSION EFFICIENCY;

FAULT DETECTION;

EID: 84892696427     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. C. Bin, J. Xinchao, Y. Shaomin, Y. Jianxu, Z. Xibin, and Z. Guowei, "Application research on temperature WSN nodes in switchgear assemblies based on TinyOS and ZigBee," in 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT), 2011, pp. 535-538
2. B. Lu, L. Wu, T. G. Habetler, R. G. Harley, and J. A. Gutierrez, "On the application of wireless sensor networks in condition monitoring and energy usage evaluation for electric machines," in 31st Annual Conference of IEEE Industrial Electronics Society, 2005. IECON 2005, 2005, pp. 2674-2679
3. L. Hou and N. W. Bergmann, "System requirements for industrial wireless sensor networks," in 2010 IEEE Conference on Emerging Technologies and Factory Automation (ETFA), 2010, pp. 1-8
4. P. J. Tavner, "Review of condition monitoring of rotating electrical machines," IET Electr. Power Appl., vol. 2, no. 4, pp. 215-247, 2008
5. L. Hou and N. W. Bergmann, "Novel Industrial Wireless Sensor Networks for Machine Condition Monitoring and Fault Diagnosis," IEEE Trans. Instrum. Meas., vol. 61, no. 10, pp. 2787-2798, Oct. 2012
6. V. C. Gungor and G. P. Hancke, "Industrial Wireless Sensor Networks: Challenges, Design Principles, and Technical Approaches," IEEE Trans. Ind. Electron., vol. 56, no. 10, pp. 4258-4265, Oct. 2009
7. "XBee® ZB- Digi International." [Online]. Available: Http://www.digi.com/products/wireless-wired-embeddedsolutions/ zigbee-rf-modules/zigbee-mesh-module/xbeezb- module#overview. [Accessed: 28-Mar-2013].
8. "Personal Area Networks- ZigBee RF4CE- CC2530- TI.com." [Online]. Available: Http://www.ti.com/product/cc2530. [Accessed: 29-May- 2013].
9. S. A. McInerny and Y. Dai, "Basic vibration signal processing for bearing fault detection," IEEE Trans. Educ., vol. 46, no. 1, pp. 149-156, 2003
10. N. Tandon and A. Choudhury, "A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings," Tribol. Int., vol. 32, no. 8, pp. 469-480, Aug. 1999
11. "Introduction to Piezoelectric Accelerometers." [Online]. Available: Http://www.pcb.com/TechSupport/Tech-Accel#.UanZSp O1GrI. [Accessed: 01-Jun-2013].
12. "C Series for Connected MCUs- TM4C ARM Cortex- M4- TM4C1233H6PM- TI.com." [Online]. Available: Http://www.ti.com/product/tm4c1233h6pm. [Accessed: 03-Jun-2013].
13. X. Liu, H. Chen, M. Wang, and S. Chen, "An XBee-Pro based energy monitoring system," in Telecommunication Networks and Applications Conference (ATNAC), 2012 Australasian, 2012, pp. 1-6
14. S. Holm, "FFT pruning applied to time domain interpolation and peak localization," IEEE Trans. Acoust. Speech Signal Process., vol. 35, no. 12, pp. 1776-1778, 1987
15. C. Zinner and W. Kubinger, "ROS-DMA: A DMA Double Buffering Method for Embedded Image Processing with Resource Optimized Slicing," in Proceedings of the 12th IEEE Real-Time and Embedded Technology and Applications Symposium, 2006, 2006, pp. 361-372
16. "TM4C ARM Cortex-M4 Microcontrollers- Tools & Software- TI.com." [Online]. Available: Http://www.ti.com/lsds/ti/microcontroller/ tiva-arm-corte x/c-series/tm4c-arm-cortexm4/ tools-software.page#tivaware. [Accessed: 03-Jun- 2013].
17. Digi International Inc., "XBee®/XBee-PRO® ZB RF Modules." Digi International Inc., 08-May-2013