Big Data is a popular research area where a vast amount of data is created, replicated, and consumed by society. The quality of the data used directly influences big data knowledge discovery. The existence of noise is the most prevalent problem…
The difficulty in classifying imbalanced datasets is one of the complexities preventing meaningful information from being extracted. It is common in the actual data applications for instances from a class of primary concern to be overshadowed by…
Corrosion problems have threatened long-term safe and stable operation of refining units. At present, refining enterprises mainly use corrosion monitoring and detection to identify equipment corrosion states, which has the shortcomings of narrow…
Production optimization is of significance for carbonate reservoirs, directly affecting the sustainability and profitability of reservoir development. Traditional physics-based numerical simulations suffer from insufficient calculation accuracy and…
Flowing bottom-hole pressure (FBHP) is a key metric parameter in the evaluation of performances of oil and gas production wells. An accurate prediction of FBHP is highly required in the petroleum industry for many applications, such the hydrocarbon…
To estimate global crude oil trade flows, current research either considers only crude oil tankers, or simply applies external information to distinguish between crude and refined product oil cargoes transported by coated product tankers
No one can deny the ever-increasing importance of oil since it has influenced every aspect of humans' life. One of the most important pressure-volume-temperature (PVT) properties of crude oil, which is needed in a majority of production and reservoir…
Solid scales can cause significant problems in oil production and transmission systems such as oil flow rate reduction. Wax is one of the most critical substances that are highly prone to precipitate and deposit in oil pipelines. This occurrence…