Traditional phase generation carrier (PGC) demodulation algorithm is often affected by modulation depth C and carrier phase delay θ. An improved PGC demodulation method was put forward in this article. The results show that when in different modulation depth, the demodulation result was stable and almost identical to the original signal to be test. With different phase delay values, such as θ=30°and 60°, the signal amplitude demodulated by the improved algorithm was consistent with the original signal. The new demodulation method can make the accuracy of the phase generation carrier technology better and improve the system performance.
The safety of the power transmission towers is the basis for the reliable operation of the power grid. Real-time monitoring of the strain of the key rods of the power transmission tower can reflect the safety status of the power transmission tower. In this paper, a smart rod equipped with fiber Bragg grating with strain sensitivity enhanced structure is proposed to detect the strain of key rods of large-span power transmission towers on the southeast coast of the Yangtze River. The smart rod can be connected with the power transmission tower rod through the foot nails and the force on the tower can be transformed effectively. This structure has the advantages of convenient installation and no damage to the power transmission tower. Prestress can be applied to fiber Bragg grating equipped in the smart rod through the prestressed sleeve and can be continuously and accurately adjusted, sensitivity of the fiber Bragg grating was enhanced by strain sensitivity enhanced structure. The relationship between force and strain of fiber Bragg grating installed in the smart rod was analyzed by ANSYS software. Experimental results show that the sensitivity of the fiber Bragg grating strain sensor in the smart rod is 13 times that of the conventional structure fiber Bragg grating strain sensor, and the linearity between the fiber Bragg grating wavelength change and force is as high as 0.999. Temperature compensation was realized through temperature measurement fiber Bragg grating installed in the smart rod. This structure can be used to measure the strain of a large-span power transmission tower from 0 to 2000 με with an accuracy of 0.1 με with good repeatability.
The phase generated carrier (PGC) algorithm is often used in the
demodulation of interference signals in optical fiber sensors for its
high sensitivity, good linearity, and large dynamic range. However,
the PGC demodulation method is often distorted by the amplitude of the
interference signal and the depth of modulation. In this study, the
support vector regression (SVR) method is used to compensate the
distortion of the PGC demodulation schemes. Simulation results showed
that the SVR algorithm can effectively reduce the nonlinear error of
the PGC demodulation system. The fitting accuracy of the SVR algorithm
is 97.5% and greater than 90% in noiseless and noise systems, which is
better than the back propagation (BP) neural network algorithm. Also,
the SVR-based algorithm can better restore the amplitude with smaller
mean square error and good correlation. A vibration monitoring system
has been built, and experiment results confirm that the performance of
the SVR-based algorithm is better than direct PGC demodulation and BP
algorithm with the mean square error of 0.0005 and
relevance of 0.94.
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