Determination of bubble point pressure & oil formation volume factor of crude oils applying multiple hidden layers extreme learning machine algorithms

An important requirement of reservoir management is to understand the properties of reservoir fluids and dependent phase behaviors. This makes it possible to determine the properties of reservoir fluids in laboratory pressure-volume-temperature (PVT) tests. Such laboratory tests are costly and time...

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Vydané v:	Journal of petroleum science & engineering Ročník 202; s. 108425
Hlavní autori:	Rashidi, Sina, Mehrad, Mohammad, Ghorbani, Hamzeh, Wood, David A., Mohamadian, Nima, Moghadasi, Jamshid, Davoodi, Shadfar
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.07.2021
Predmet:	Bubble point pressure Hybrid machine learning algorithms Least squares support vector machine Multi-layer extreme learning machine Oil formation volume factor Oil formation volume factor Bubble point pressure Multi-layer extreme learning machine Hybrid machine learning algorithms Least squares support vector machine
ISSN:	0920-4105, 1873-4715
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