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使用优化高斯过程回归的螺栓支钻孔压力的增强预测

Jie Liu1,2,3

  • 1CCTEG Taiyuan Research Institute Co., Ltd., Taiyuan, 030000, China. 357973693@qq.com.

Scientific reports
|January 26, 2024
PubMed
概括

这项研究优化了高斯过程时间序列回归 (GPR) 用于预测螺栓支系统中的钻井压力. 粒子群集优化-GPR (PSO-GPR) 实现了80%的准确性,增强了地质工程支持系统.

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