DocumentCode
3045453
Title
Research on nonlinearity property of piezoelectric vibration accelerometer based on cymbal transducer
Author
Li Denghua ; Gao Xiangyu ; Zhou Feng ; Zhang Zhixin
Author_Institution
Sch. of Autom., Beijing Inf. Sci. & Technol. Univ., Beijing, China
fYear
2010
fDate
20-23 June 2010
Firstpage
930
Lastpage
934
Abstract
The new type of piezoelectric vibration accelerometer was studied, which sensitive element is cymbal piezocomposite transducer with 2-(0)-2 connectivity rather than conventional piezoelectric ceramic. The nonlinearity property of output voltage of this new piezoelectric vibration accelerometer was investigated. The measurement circuit was designed. Using microcomputer to record the output voltage values and gain the relationship between the output voltage and the input acceleration. Use partition linear interpolation method and BP artificial neural network method to compensate the nonlinear property of the output voltage sensitivity of the piezoelectric vibration accelerometer. The experimental results show that the nonlinear property of the output voltage sensitivity is improved greatly and the compensation effect based on BP artificial neural network method is better than that of partition linear interpolation method. The compensation method based on the artificial neural network can be used for compensating the temperature properties of output voltage sensitivity of vibration accelerometer.
Keywords
accelerometers; interpolation; piezoceramics; piezoelectric transducers; cymbal transducer; measurement circuit; microcomputer; nonlinearity property; output voltage sensitivity; partition linear interpolation method; piezoelectric vibration accelerometer; Acceleration; Accelerometers; Artificial neural networks; Ceramics; Circuits; Interpolation; Microcomputers; Piezoelectric transducers; Temperature sensors; Voltage; Artificial neural network; Cymbal piezocomposite transducer; Nonlinearity compensation; Partition linear interpolation; Vibration accelerometer;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4244-5701-4
Type
conf
DOI
10.1109/ICINFA.2010.5512135
Filename
5512135
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