Application of artificial neural networks in the drilling processes: Can equivalent circulation density be estimated prior to drilling?

As the drilling environment became more challenging nowadays, managing equivalent circulating density (ECD) is a key factor to minimize non-productive time (NPT) due to many drilling obstacles such as stuck pipe, formation fracturing, and lost circulation. The goal of this work was to predict ECD pr...

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Bibliographic Details
Main Authors: Husam H. Alkinani, Abo Taleb T. Al-Hameedi, Shari Dunn-Norman, David Lian
Format: Article
Language:English
Published: Egyptian Petroleum Research Institute 2020-06-01
Series:Egyptian Journal of Petroleum
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Online Access:http://www.sciencedirect.com/science/article/pii/S1110062119303174
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