Industrial building concrete carbonization depth prediction method
A carbonation depth, industrial building technology, applied in the direction of design optimization/simulation, etc., can solve the problem of lack of effective methods for carbonation depth prediction
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[0055] See figure 1 , A method for predicting the carbonization depth of industrial building concrete of the present invention includes the following steps:
[0056] S1. Obtain historical data of carbonization depth in the natural environment of industrial buildings, and divide them into training set and test set randomly according to the relevant ratio (this ratio is usually used when the data sample is less than 10,000), and the ratio here is 7:3.
[0057] S2. Use the variational modal decomposition (VMD) method to adaptively decompose the training set and test set in step S1, effectively extract the detailed features of the original sequence, reduce the instability of the original signal, and improve the prediction accuracy; Spatial reconstruction optimizes the processing and processing of the decomposed data of each modal component, so that the reconstructed samples better reflect the carbonization changes of industrial buildings under natural conditions, such as figure 2 Show...
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