基于改进的 U-Net++ 网络和多特征融合的 PDC 岩屑图像实例分割方法研究

IF 1.3 4区工程技术 Q4 ENERGY & FUELS Petroleum Science and Technology Pub Date : 2024-05-28 DOI:10.1080/10916466.2024.2357699

Fengcai Huo, Shuai Dong, Weijian Ren, Hongli Dong, Ang Li

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引用次数: 0

摘要

目前，PDC 钻头在石油钻头市场上占据主导地位。它是一种小切口的聚晶金刚石，嵌入钻头主体中。由于产生的切屑数量较少，PDC钻头在石油钻头市场中占据主导地位。

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Research on the PDC rock cuttings image instance segmentation method based on improved U-Net++ network and multi-feature fusion

Currently, PDC bits dominate the petroleum bit market. It is a small cut of polycrystalline diamond, which is embedded in the body of the drill bit. Due to the small number of cuttings generated th...

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来源期刊

Petroleum Science and Technology 工程技术-工程：化工

CiteScore

2.90

自引率

13.30%

发文量

277

审稿时长

2.7 months

期刊介绍： The international journal of Petroleum Science and Technology publishes original, high-quality peer-reviewed research and review articles that explore: -The fundamental science of fluid-fluid and rock-fluids interactions and multi-phase interfacial and transport phenomena through porous media related to advanced petroleum recovery processes, -The application of novel concepts and processes for enhancing recovery of subsurface energy resources in a carbon-sensitive manner, -Case studies of scaling up the laboratory research findings to field pilots and field-wide applications. -Other salient technological challenges facing the petroleum industry.