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The value of sound pressure level(SPL) result from the continuousflowing rece grain varies with the moisture content and the flow droppingheight. The relationship between the moisture content of rice, the flow dropping height and the equivalent continuous sound pressure level (Leq) isestablished by regression analysis technique in this research. The regression equation then was served as the foundation the measurement for the on-linereal-time continuous acoustic rice grain moisture meter. The dry weight of therice grain was measured under the condition of 105 C,72 hours by the air oven. The result of the experiment indicated that Leq values have thesignificant relation with the flow dropping height and moisture content. By theregression of Leq on the dropping height and moisture content was established to obtain two predict models.1.Model A:Indirect model Leq values were serredas dependent variables, moisture content and dropping height values were serredas in dependent variables to established theregression model. The predict equation of M. C. then be transformed bythe algebra formula from the regression model.2. Model B:Direct model M. C. values were adopted as dependent variables, Leq and droping height values were served as independent variables. The prediction equationof M. C. then be established directly by regression technique. The values of the rice grain flow dropping height is ranged from 250mmto 550mm, and the rice grain moisture content is ranged from 12.6368(%) to25.3157(%). The validation data independent with the data set for modelestablished were used to compare the predictive performance of two models.The average absolute errors(Dave) of Model A was lower than those of Model B.The average relative error percentage values(Per) of Model A was more close to unity than those of Model B. The predictive performance of Model A was superior to Model B. By the continuous acoustic rice grain moisture meter which hasdeveloped in this reason. The variety of Taikeng No.1 rice grain. Therelationship of between the equivalent continuous sound presure level andmoisture content and dropping height was established the predict models ofmoisture content. They both have the good predictive performance. Themeasurement of the Leq for rice grain could be applied on the on-line real-time, in- situ measurement of the rice grain moisture meter.Keyword:rice grain, acoustic, moisture content, moisture meter.
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