Microbiological fuel cell fault diagnosis method based on wavelet-transformation
A fault diagnosis and fuel cell technology, which is applied in the direction of fuel cells, fuel cell additives, fuel cell control, etc., can solve problems such as output performance degradation and abnormal operation, and achieve the effect of ensuring safe and reliable operation and high application value
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[0029] The present invention will be described in detail below in conjunction with examples.
[0030] In the experiment, after the system is powered on and the battery works continuously and stably, the voltage signal is collected under normal conditions and four fault conditions, and the sampling frequency is , collect data for 12 hours, and repeat sampling 7 times in each case.
[0031] see figure 1 , using three-level wavelet analysis tree structure.
[0032] Referring to Table 1, the frequency range represented by each frequency band after three layers of decomposition.
[0033] Referring to Table 2, the characteristic energy values of each frequency band are obtained after calculation. After analysis, it can be seen that if the characteristic values of the eight nodes are smaller than those without faults, it is fault one; if the node [3,0 ], [3,1], [3,2], [3,3], [3,4] eigenvalues become 1.5 times that of no fault, nodes [3,5], [3,6] , [3,7] is magnified ten th...
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