Intelligent control method and system for microwave sintering process of ceramic material and storable medium

The invention discloses an intelligent control method and system for the microwave sintering process of a ceramic material and a storable medium, and the method comprises the steps: obtaining the working state parameters and adjustment parameters of the ceramic material at the same moment, and carry...

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Hauptverfasser: ZHANG RUI, LU HONGXIA, WANG HAILONG, SHAO GANG, CHEN YANGRONG, LI MINGLIANG, FAN BINGBING, DU XIAOSHUO, CHEN YONGQIANG, XU HONGLIANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an intelligent control method and system for the microwave sintering process of a ceramic material and a storable medium, and the method comprises the steps: obtaining the working state parameters and adjustment parameters of the ceramic material at the same moment, and carrying out the data preprocessing; constructing a plurality of classifier models based on a machine learning algorithm, forming training samples by the preprocessed working state parameters and the adjustment parameters, and inputting the training samples into the plurality of classifier models for training to obtain a mapping relationship corresponding to the plurality of working state parameters and the adjustment parameters; constructing a decision-making machine model, inputting the plurality of mapping relationships into the decision-making machine model to obtain a data model of the working state parameters and the adjustment parameters, and realizing control on the sintering process of the ceramic material; acc