Artificial neural network model for prediction of drilling rate of penetration and optimization of parameters
According to field data, there are several methods to reduce the drilling cost of new wells. One of these methods is the optimization of drilling parameters to obtain the maximum available rate of penetration (ROP). There are too many parameters affecting on ROP like hole cleaning (including drillst...
| Main Authors: | , , |
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| Format: | Journal Article |
| Published: |
The Japan Petroleum Institute
2014
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| Subjects: | |
| Online Access: | https://www.jstage.jst.go.jp/article/jpi/57/2/57_65/_pdf http://hdl.handle.net/20.500.11937/12450 |