Prediction of troubles during oil and gas wells construction on the base of neural networks.
A. R. Kabirova1
| Annotation | A problem of prediction for troubles during new wells construction on the base of a minimum information on previously drilled wells of this oilfield is considered. The solution of this problem is considered by the example of drilling fluid and grouting mortars loss which is the main type of troubles. A program system of drilling mud loss prediction has been developed. It allows to calculate the probability of loss intensity for a well known by its coordinates on the base of database for drilling fluid loss with the usage of artificial perceptron and paralleling programming. |
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| Keywords | Artificial neural network, troubles during wells construction, prediction. |
1Postgraduate laboratory of mathematical chemistry, Institute of petrochemistry and catalysis of RAS, Ufa; arish-07@mail.ru.
Citation: A. R. Kabirova, "[Prediction of troubles during oil and gas wells construction on the base of neural networks.]", Zhurnal Srednevolzhskogo matematicheskogo obshchestva,14:3 (2012) 59–63 (In Russian)
