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Deep Reinforcement Learning for Automatic Drilling Optimization Using an Integrated Reward Function
Day 3 Thu, March 07, 2024Drilling optimization is a complicated multi-objective processing optimization problem. During drilling, drillers need to adjust WOB and RPM continuously in a timely manner, not only to maximize ROP, but also to prevent severe vibration and maintain ...
Xu Huang, T. Luu, Ted Furlong, J. Bomidi
semanticscholar +1 more source
Near Surface Geophysics, 2019
The main issue in mineral exploration is to obtain as much information as possible in a time‐ and cost‐efficient manner. This may be achieved through a combination of geophysical methods including the induced polarization method. The induced polarization
K. Mostafaei, H. Ramazi
semanticscholar +1 more source
The main issue in mineral exploration is to obtain as much information as possible in a time‐ and cost‐efficient manner. This may be achieved through a combination of geophysical methods including the induced polarization method. The induced polarization
K. Mostafaei, H. Ramazi
semanticscholar +1 more source
Polymer Composites
This study explores the application of abrasive waterjet drilling (AWJD) for varied patterns of GF/Al mesh hybrid composites (neat glass NG, AG: Al in the exterior surface, and GA: Al in the center).
Amr Seif +3 more
semanticscholar +1 more source
This study explores the application of abrasive waterjet drilling (AWJD) for varied patterns of GF/Al mesh hybrid composites (neat glass NG, AG: Al in the exterior surface, and GA: Al in the center).
Amr Seif +3 more
semanticscholar +1 more source
Multiobjective Drilling Trajectory Optimization Considering Parameter Uncertainties
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022This article is concerned with the trajectory optimization problem of a drilling process, which is of significance to drilling efficiency and safety.
Wen-Di Huang +5 more
semanticscholar +1 more source
IEEE Transactions on Industrial Informatics
Optimization control of the rate of penetration (ROP) is crucial due to its vital role in maximizing the drilling efficiency. In this article, a dynamic optimization-based intelligent control system for drilling ROP is proposed considering the drilling ...
Chao Gan +3 more
semanticscholar +1 more source
Optimization control of the rate of penetration (ROP) is crucial due to its vital role in maximizing the drilling efficiency. In this article, a dynamic optimization-based intelligent control system for drilling ROP is proposed considering the drilling ...
Chao Gan +3 more
semanticscholar +1 more source
The International Journal of Advanced Manufacturing Technology, 2021
David C. Balderas +4 more
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David C. Balderas +4 more
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Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2023
Aslan Akdulum, Yunus Kayır
semanticscholar +1 more source
Aslan Akdulum, Yunus Kayır
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The International Journal of Advanced Manufacturing Technology
Tao Wei +6 more
semanticscholar +1 more source
Tao Wei +6 more
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