Automatic adaptation of models for in-field gas network as part of intelligent control system

Arkhipov Yu.A. “NK “Rosneft” PJSC
Loznyuk O.A. “NK “Rosneft” PJSC
Strekalov A.V. “Tyumen petroleum research center” LLC
DOI: 10.24412/2076-6785-2023-8-101-106

The article considers a new method of automatic adaptation of a deterministic physical and mathematical model of the gas well production collection network within the field. A number of algorithms are shown that allow fully automatic adaptation of models of wells, pipeline fittings and the pipeline network as a whole with high accuracy and minimizing the likelihood of a decrease in predictive capability.

Materials and methods
In the article, the modeling tool is deterministic physical and mathematical models. Optimization problems for model adaptation are solved using numerical methods of nonlinear programming and simulation neural networks.

Keywords
transport, gas, network, pipeline, well, production,
modeling, adaptation
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