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Impact of data quality on supervised machine learning: Case study on drilling vibrations
Training complex machine learning and deep learning models has become straightforward
with the advent of highly efficient, open-source machine learning libraries. Supervised …
with the advent of highly efficient, open-source machine learning libraries. Supervised …
Design of a sliding mode controller for suppressing coupled axial & torsional vibrations in horizontal drill strings using Extended Kalman Filter
Nowadays, drill string technologies are among the leading fields in the industries of oil and
gas extraction and are widely used in the construction of subway tunnels. Due to their …
gas extraction and are widely used in the construction of subway tunnels. Due to their …
Nonlinear ensemble gray and black-box system identification of friction induced vibrations in slender rotating structures
I Pires, HVH Ayala, HI Weber - Mechanical Systems and Signal Processing, 2023 - Elsevier
Due to the nonlinear bit-rock and drill–string–borehole interactions, the modeling and
analysis of drill string dynamics are a challenging work. These slender structures are …
analysis of drill string dynamics are a challenging work. These slender structures are …
Coupled drillstring dynamics modeling using 3D field-consistent corotational beam elements
Drilling is essential to extract subsurface hydrocarbons and geothermal energy, or store
waste fluids/gases underground. Drilling efficiency directly affects the economics of well …
waste fluids/gases underground. Drilling efficiency directly affects the economics of well …
Analysis and selection of measurement indexes of MWD in rock lithology identification
W Zhang, J Ren, F Zhu, J Feng - Measurement, 2023 - Elsevier
Based on the measurement indexes monitored by the roof bolter while drilling, the rock
properties, fractures and other rock stratum characteristics can be obtained, which provide …
properties, fractures and other rock stratum characteristics can be obtained, which provide …
A control-oriented lumped parameter drillstring dynamic model for real-time vibration mitigation and drilling optimization
Drilling is an essential operation for subsurface hydrocarbon/geothermal energy extraction
or underground waste fluid/gas storage. Efficient drilling is the key to an economically viable …
or underground waste fluid/gas storage. Efficient drilling is the key to an economically viable …
[HTML][HTML] Optimizing sampling frequency of surface and downhole measurements for efficient stick-slip vibration detection
Drilling vibrations significantly impact drilling operations with high costs due to early
downhole equipment failure and loss of productive time. Stick-slip vibrations, a severe form …
downhole equipment failure and loss of productive time. Stick-slip vibrations, a severe form …
Dynamics and fatigue life investigation of push-the-bit rotary steerable bottom hole assembly with whirling finite element model
Y Li, Y Yu, Y Sun, B Li - Engineering Failure Analysis, 2023 - Elsevier
In this paper, a new whirling finite element model of the bottom hole assembly with static
push-the-bit rotary steerable system (RSBHA) is established. Initial imperfection, kinematic …
push-the-bit rotary steerable system (RSBHA) is established. Initial imperfection, kinematic …
[HTML][HTML] Experimental design, instrumentation, and testing of a laboratory-scale test rig for torsional vibrations—The next generation
Drilling technology and specially drilling equipment has dramatically changed in the last 10
years through intensive and innovative technologies, both in terms of hardware and …
years through intensive and innovative technologies, both in terms of hardware and …
Complexity Feedback of Individual Indexes and Composition Analysis of Specific Energy Index for Measurement-while-drilling technology of roof bolter
W Zhang, J Ren, C Li, W Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
During the drilling process of the top rock layer with a roof bolter, monitoring certain resultant
signals can provide feedback on different rock lithology and thickness parameters of the …
signals can provide feedback on different rock lithology and thickness parameters of the …