Application of an artificial neural network for simultaneous measurement of bending curvature and temperature with long period fiber gratings

作者: J. Sun , C.C. Chan , K.M. Tan , X.Y. Dong , P. Shum

DOI: 10.1016/J.SNA.2007.03.019

关键词:

摘要: Abstract An artificial neural network approach is proposed for simultaneous measurement of bending curvature and temperature the embedded long period grating sensors. The sensing system composed two different types gratings: one H 2 -loaded other Bo/Ge co-doped. By measuring variations amplitudes transmission dips, can be determined simultaneously. root-mean-square (RMS) errors measurements are 0.0072 m −1 0.1898 °C, respectively.

参考文章(12)
Hongxing Li, Puyin Liu, Fuzzy Neural Network Theory and Application ,(2004)
Stephen W James, Ralph P Tatam, Optical fibre long-period grating sensors: characteristics and application Measurement Science and Technology. ,vol. 14, ,(2003) , 10.1088/0957-0233/14/5/201
K.M. Tan, C.C. Chan, S.C. Tjin, X.Y. Dong, Embedded long-period fiber grating bending sensor Sensors and Actuators A-physical. ,vol. 125, pp. 267- 272 ,(2006) , 10.1016/J.SNA.2005.08.026
T.E. Brook, M.N. Taib, R. Narayanaswamy, Extending the range of a fibre-optic relative-humidity sensor Sensors and Actuators B-chemical. ,vol. 39, pp. 272- 276 ,(1997) , 10.1016/S0925-4005(97)80217-1
C. C. Ye, S. W. James, R. P. Tatam, Simultaneous temperature and bend sensing with long-period fiber gratings Optics Letters. ,vol. 25, pp. 1007- 1009 ,(2000) , 10.1364/OL.25.001007
Mei Nar Ng, Kin Seng Chiang, Thermal effects on the transmission spectra of long-period fiber gratings Optics Communications. ,vol. 208, pp. 321- 327 ,(2002) , 10.1016/S0030-4018(02)01597-3
Y. Liu, J.A.R. Williams, I. Bennion, Optical bend sensor based on measurement of resonance mode splitting of long-period fiber grating IEEE Photonics Technology Letters. ,vol. 12, pp. 531- 533 ,(2000) , 10.1109/68.841276
D. Massicotte, S. Legendre, A. Barwicz, Neural-network-based method of calibration and measurand reconstruction for a high-pressure measuring system IEEE Transactions on Instrumentation and Measurement. ,vol. 47, pp. 362- 370 ,(1998) , 10.1109/19.744175
C.C. Chan, W. Jin, A.B. Rad, M.S. Demokan, Simultaneous measurement of temperature and strain: an artificial neural network approach IEEE Photonics Technology Letters. ,vol. 10, pp. 854- 856 ,(1998) , 10.1109/68.681508
H.J. Patrick, C.C. Chang, S.T. Vohra, Long period fibre gratings for structural bend sensing Electronics Letters. ,vol. 34, pp. 1773- 1775 ,(1998) , 10.1049/EL:19981237