The back propagation based on the modified group method of data-handling network for oilfield production forecasting

The back propagation based on the modified group method of data-handling network for oilfield production forecasting

Abstract In this paper, a novel hybrid forecasting model combining modified group method of data handling (GMDH) and back propagation (BP) is introduced for time series oilfield production forecasting. The proposed model takes advantages of both the modified GMDH networks in effective parameter sele...

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Bibliographic Details
Main Authors: Jia Guo, Hongmei Wang, Fajun Guo, Wei Huang, Huipeng Yang, Kai Yang, Hong Xie
Format: Article
Language:English
Published: SpringerOpen 2018-11-01
Series:Journal of Petroleum Exploration and Production Technology
Subjects:
Oilfield production
Modified GMDH
BP
Variable selection
Forecasting
Online Access:http://link.springer.com/article/10.1007/s13202-018-0582-9

Internet

http://link.springer.com/article/10.1007/s13202-018-0582-9

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