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Published on: February 25, 2021

深度学习对新数据集的预测:天然气生产和液体水平检测

Dong Wang1, Jian Lian2, Chengjiang Li3

  • 1School of Information Science and Electrical Engineering, Shandong Jiaotong University, Jinan, Shandong, China.

PloS one
|October 9, 2025
PubMed
概括

精确的天然气生产和液体水平预测使用一种新的深度学习模型来改进,该模型集成双向长期短期存储器 (BiLSTM) 和Informer. 这种方法提高了能源部门的效率和资源管理.

相关概念视频

End Point Prediction: Gran Plot01:07

End Point Prediction: Gran Plot

A Gran plot is used to predict the equivalence volume or endpoint of a potentiometric or acid-base titration without reaching the endpoint. Typically, titration data is collected as a function of the titrant's volume up to a point less than the equivalence volume and then transformed into a linear format. The straight line is extended to the x-axis, indicating the necessary titrant volume to achieve the equivalence point.
For potentiometric titration, the Gran plot is created by plotting...
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