PVT Correlations of indian crude using support vector regression (Record no. 170780)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01587nab a2200193 4500 |
| 008 - CÓDIGOS DE INFORMACIÓN DE LONGITUD FIJA - INFORMACIÓN GENERAL | |
| Campo de control de longitud fija | 260224s2009 xxu |
| 245 00 - TITULO | |
| Título | PVT Correlations of indian crude using support vector regression |
| 260 ## - PUBLICACION, DISTRIBUCION, ETC | |
| Lugar de publicación, distribución, etc. | |
| Nombre de publicador, distribuidor, etc. | |
| Fecha de publicación, distribución, etc. | nov./dic. 2009 |
| 270 ## - FECHA DE CARGA | |
| Fecha de carga | 08/06/2010 ; 08/06/2010 |
| 300 ## - DESCRIPCION FISICA | |
| Otra extensión | 7 p. ; 5483-5490 |
| 520 ## - RESUMEN, ETC | |
| Resumen | Transcripción del resumen del autor. Correlations for bubble point pressure, solution gas-oil ratio, oil formation volume factor (for both saturated and undersaturated crude) and viscosity (for both saturated and undersaturated crude) have been developed for Indian crude using support vector regression (SVR). Detailed comparisons have been made with various important correlations currently available in the literature. Radial basis function (RBF) kernel was used along with e-insensitive loss function for developing the SVR models. The model hyperparameters were optimized using a combination of grid search and Nelder-Mead simplex algorithm. The quadratic programming (QP) problem resulting from the SVR formulation was solved using sequential minimal optimization (SMO). It was found that the developed models outperformed most other existing correlations by giving significantly lower values of average absolute relative error for the parameters studied. This study shows highly favorable results that can be integrated in most reservoir modeling software. |
| 581 ## - ESTADO DE COLECCIÓN | |
| Estado de colección | 6 |
| 773 0# - CORRECCIÓN | |
| Título | Energy & fuels |
| Partes relacionadas | 23 |
| 942 ## - DESC. DE MATERIAL | |
| Tipo de item KOHA | Artículo de Revista |
| 100 1# - RESPONSABLE PERSONAL | |
| Apellido, Nombre | Gupta, J.P. |
| 9 (RLIN) | 42263 |
| 100 1# - RESPONSABLE PERSONAL | |
| Apellido, Nombre | Dutta, Sarit |
| 9 (RLIN) | 42264 |
| Biblioteca propietaria | Biblioteca actual | Fecha de adquisición | Inventario | Total de préstamos | Inventario | Fecha de carga | Tipo de item KOHA |
|---|---|---|---|---|---|---|---|
| Biblioteca Alejandro Angel Bulgheroni | Biblioteca Alejandro Angel Bulgheroni | 05/03/2026 | 200045634 | 200045634 | 05/03/2026 | Artículo de Revista |
