Method for predicting quality or manufacturing condition of cement
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United States of America Patent
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Jun 13, 2017
Grant Date -
Jul 2, 2015
app pub date -
Feb 22, 2013
filing date -
May 30, 2012
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Abstract
Provided is a method capable of predicting the quality of cement in a short time period and with high accuracy. The method of predicting the quality or manufacturing conditions of cement through use of a neural network including an input layer and an output layer includes: performing learning of the neural network for a sufficiently large number of times of learning such that σL<σM is obtained, using learning data and monitor data; then repeating the learning of the neural network until σL≧σM is obtained while the number of times of learning is decreased; inputting specific observation data to the input layer of the neural network in which a judgment value for analysis degree obtained from the neural network after the learning is less than a preset value; and outputting an estimated value of specific evaluation data from the output layer of the neural network.
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