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Keywords: predictive model
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Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196453-MS
... in modeling. The proposed model predicts the bubble point pressure ( P b ) and the oil formation volume factor at bubble point pressure ( B ob ) as a function of oil and gas specific gravity, solution gas-oil ratio, and reservoir temperature by a boosted decision tree regression (BDTR) predictive modeling...
Proceedings Papers
Muhammad Bhakti Setiawan, Zuher Syihab, Ardhi Hakim Lumban Gaol, Amega Yasutra, Silvya Dewi Rahmawati, Fadhillah Metra, Mohammad Galang Merdeka, Denie Tirta Winata, Victor Sitompul, Ari Buhari, Muhamad Choirul Aziz
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196551-MS
... and process the CO 2 . In such case, the cyclic injection, so-called Huff & Puff CO 2 injection is seemingly more feasible. In this study, we propose an alternative predictive model to determine the performance of CO 2 cyclic injection. This model can be utilized as a preliminary screening tool...
Proceedings Papers
A. D. Hartono, F. Hakiki, Z. Syihab, F. Ambia, A. Yasutra, S. Sutopo, M. Efendi, V. Sitompul, I. Primasari, R. Apriandi
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 17–19, 2017
Paper Number: SPE-186884-MS
... and optimisation modules. The screening module introduces algorithms which assimilates statistical and engineering notions into consideration. The United States Department of Energy (U.S. DOE) predictive models were implemented in the predictive module. The economic module is available to assess project...