[HTML][HTML] A review of torsional vibration mitigation techniques using active control and machine learning strategies

A Sharma, K Abid, S Srivastava, AFB Velasquez… - Petroleum, 2024 - Elsevier
Drilling is one of the most challenging and expensive processes in hydrocarbon extraction
and geothermal well development. Dysfunctions faced during drilling can increase the non …

Impact of data quality on supervised machine learning: Case study on drilling vibrations

S Srivastava, RN Shah, C Teodoriu… - Journal of Petroleum …, 2022 - Elsevier
Training complex machine learning and deep learning models has become straightforward
with the advent of highly efficient, open-source machine learning libraries. Supervised …