Key parameters controlling the performance of neuro-simulation applications in field development

H. Doraisamy; T. Ertekin; A. S. Grader

doi:10.2118/51079-ms

Key parameters controlling the performance of neuro-simulation applications in field development

H. Doraisamy, T. Ertekin, A. S. Grader

Research output: Contribution to conference › Paper › peer-review

33 Scopus citations

Abstract

The use of artificial neural networks in exploring field development strategies in conjunction with various recovery schemes is described. The potential use of artificial neural networks as an effective tool in identifying the optimum well locations in field development studies for various recovery schemes is explored. Furthermore, suggestions to avoid the occurrence of memorization during the training process are given.

Original language	English (US)
Pages	233-241
Number of pages	9
DOIs	https://doi.org/10.2118/51079-ms
State	Published - 1998
Event	Proceedings of the 1998 SPE Eastern Regional Meeting - Pittsburgh, PA, USA Duration: Nov 9 1998 → Nov 11 1998

Other

Other	Proceedings of the 1998 SPE Eastern Regional Meeting
City	Pittsburgh, PA, USA
Period	11/9/98 → 11/11/98

All Science Journal Classification (ASJC) codes

Geotechnical Engineering and Engineering Geology
Geology

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title = "Key parameters controlling the performance of neuro-simulation applications in field development",

abstract = "The use of artificial neural networks in exploring field development strategies in conjunction with various recovery schemes is described. The potential use of artificial neural networks as an effective tool in identifying the optimum well locations in field development studies for various recovery schemes is explored. Furthermore, suggestions to avoid the occurrence of memorization during the training process are given.",

author = "H. Doraisamy and T. Ertekin and Grader, {A. S.}",

year = "1998",

doi = "10.2118/51079-ms",

language = "English (US)",

pages = "233--241",

note = "Proceedings of the 1998 SPE Eastern Regional Meeting ; Conference date: 09-11-1998 Through 11-11-1998",

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AU - Doraisamy, H.

AU - Ertekin, T.

AU - Grader, A. S.

PY - 1998

Y1 - 1998

N2 - The use of artificial neural networks in exploring field development strategies in conjunction with various recovery schemes is described. The potential use of artificial neural networks as an effective tool in identifying the optimum well locations in field development studies for various recovery schemes is explored. Furthermore, suggestions to avoid the occurrence of memorization during the training process are given.

AB - The use of artificial neural networks in exploring field development strategies in conjunction with various recovery schemes is described. The potential use of artificial neural networks as an effective tool in identifying the optimum well locations in field development studies for various recovery schemes is explored. Furthermore, suggestions to avoid the occurrence of memorization during the training process are given.

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DO - 10.2118/51079-ms

M3 - Paper

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T2 - Proceedings of the 1998 SPE Eastern Regional Meeting

Y2 - 9 November 1998 through 11 November 1998

ER -

Key parameters controlling the performance of neuro-simulation applications in field development

Abstract

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