Fracturing construction pressure prediction model establishment method and device and prediction method and device

The invention relates to the field of artificial intelligence, and provides a fracturing construction pressure prediction model building method and device and a prediction method and device.The fracturing construction pressure prediction model building method comprises the steps that fracturing site...

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Hauptverfasser: ZUO JIE, LIANG TIANBO, YAO ERDONG, LI BEN, LIU JIAN, QU HONGYAN, WANG TIANYU, YI PUKANG, YANG KAI, CHEN CHAO, WANG BO, LIU XIONGFEI, HU XIAODONG, ZHOU FUJIAN, LUO YINGHAO
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to the field of artificial intelligence, and provides a fracturing construction pressure prediction model building method and device and a prediction method and device.The fracturing construction pressure prediction model building method comprises the steps that fracturing site construction data and fracturing planning data of multiple time steps are collected; constructing a plurality of input samples according to the fracturing site construction data of p time steps and the fracturing planning data of p + 1 to p + q time steps; constructing a plurality of calibration construction pressure vectors corresponding to the input sample according to the construction pressure of p + 1 to p + q time steps; and training parameters in a pre-established neural network model by using the plurality of input samples and the calibrated construction pressure vector, and taking the neural network model obtained by training as a construction pressure prediction model. The construction pressure prediction