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Updated: Jan 9, 2026

Measurement of the Rheology of Crude Oil in Equilibrium with CO2 at Reservoir Conditions
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强大的神经网络的应用,模拟原油粘度降低使用纳米颗粒的模型

Hui Chen1

  • 1Exploration and Development Research Institute, Shengli Oilfield Company SINOPEC, Dongying, Shandong Province 257015, China.

ACS omega
|December 1, 2025
PubMed
概括

纳米颗粒有效降低原油粘度,以提高石油回收率 (EOR). 一个级联前进的神经网络 (CFNN-LM) 模型准确地预测了粘度的减少,识别了关键影响因素,如温度和纳米粒子度.

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