Visual interface establishment method of asphalt viscoelastic structure-activity relationship model

The invention discloses a method for establishing a visual interface of an asphalt viscoelastic structure-activity relationship model. The method comprises the following steps of: 1, constructing a macroscopic characteristic parameter data set and a microscopic characteristic parameter data set; 2,...

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Hauptverfasser: SHAN LIYAN, XIE ZIWAN, WANG YAJIE, PANG YUNZE, SI JUNYAN, MA LIN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a method for establishing a visual interface of an asphalt viscoelastic structure-activity relationship model. The method comprises the following steps of: 1, constructing a macroscopic characteristic parameter data set and a microscopic characteristic parameter data set; 2, carrying out feature selection and extraction on the microscopic feature parameters; 3, dividing the data set into a training set and a test set, building an asphalt viscoelastic structure-activity relationship model based on a hybrid kernel support vector machine based on the training set data, calculating a model MAPE based on the test set data to evaluate a model prediction effect, and storing a trained model file; 4, designing an overall architecture of a visual interface of the asphalt viscoelastic structure-activity relationship model; 5, designing specific functions of a model prediction module on the basis of the overall architecture of the model visual interface; and 6, designing specific functions of a mo