{"title":"Real-time mechanical specific energy prediction for optimizing the drilling parameters using CNN-LSTM model","authors":"Weiji Liu, Jiahao Feng, Xiaohua Zhu, Ke Li, Xinyv Shen, Xiaosong Wen","doi":"10.1080/10916466.2024.2385727","DOIUrl":null,"url":null,"abstract":"MSE is an important parameter in drilling process as it determines drilling efficiency. Therefore, accurately predicting the MSE during drilling and real-time adjusting the drilling parameters to e...","PeriodicalId":19888,"journal":{"name":"Petroleum Science and Technology","volume":"28 1","pages":""},"PeriodicalIF":1.3000,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Petroleum Science and Technology","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/10916466.2024.2385727","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0
Abstract
MSE is an important parameter in drilling process as it determines drilling efficiency. Therefore, accurately predicting the MSE during drilling and real-time adjusting the drilling parameters to e...
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.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
