Outlier detection and selection of representative fluid samples using machine learning: a case study of Iranian oil fields

M Hosseini, SH Zaheri, A Roosta - Journal of Petroleum Exploration and …, 2024 - Springer
During the development of a field, many fluid samples are taken from wells. Selecting a
robust fluid sample as the reservoir representative helps to have a better field …

Machine Learning to Detect Oil-Based Mud Contamination in Oil Samples

FF Almalki, MD Alotaibi - International Petroleum Technology …, 2024 - onepetro.org
Current methods to decontaminate bottom hole oil samples from Oil-Based Mud (OBM)
poses many challenges as it requires analytical solutions. The existing analytical practices …