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Modeling of flow of oil-in-water emulsions through porous media 被引量:2
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作者 Ajay Mandal Achinta Bera 《Petroleum Science》 SCIE CAS CSCD 2015年第2期273-281,共9页
Formation and flow of emulsions in porous media are common in all enhanced oil recovery tech- niques. In most cases, oil-in-water (O/W) emulsions are formed in porous media due to oil-water interaction. Even now, de... Formation and flow of emulsions in porous media are common in all enhanced oil recovery tech- niques. In most cases, oil-in-water (O/W) emulsions are formed in porous media due to oil-water interaction. Even now, detailed flow mechanisms of emulsions through porous media are not well understood. In this study, variation of rate of flow of O/W emulsions with pressure drop was studied experimentally, and rheological pa- rameters were calculated. The pressure drop increases with an increase in oil concentration in the O/W emulsion due to high viscosity. The effective viscosity of the emulsion was calculated from the derived model and expressed as a function of shear rate while flowing through porous media. Flow of O/W emulsions of different concentrations was evaluated in sand packs of different sand sizes. Emulsions were characterized by analyzing their stability, rheological properties, and tem- perature effects on rheological properties. 展开更多
关键词 EMULSION Porous media RheologyModeling - Pressure drop
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基于RBF神经网络的PID整定 被引量:7
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作者 李广军 张翠芳 申元霞 《佳木斯大学学报(自然科学版)》 CAS 2005年第3期354-357,共4页
针对非线性系统,采用了基于径向基函数(RBF)神经网络的PID整定,用遗传算法优化RBF神经网络.仿真结果表明,基于遗传算法优化的RBF神经网络PID整定收敛速度快,整定效果优于基于梯度下降法优化的RBF神经网络PID整定.
关键词 径向基函数神经网络(RBFNN) PID整定 梯度下降法 遗传算法
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基于混合递归算法优化的PID控制器
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作者 李广军 张靓 张晶 《佳木斯大学学报(自然科学版)》 CAS 2007年第6期729-731,共3页
针对RBF神经网络PID控制器,使用递阶遗传算法和梯度下降法的混合算法来优化隐含层到输出层的权值、隐层节点的中心和核宽度.仿真显示,精度高,性能优于梯度下降法.
关键词 RBF神经网络 混合递阶遗传算法 PID控制器 梯度下降法
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Numerical Simulation and Analysis of Gas Flow Field in Serrated Valve Column 被引量:12
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作者 王良华 崔觉剑 姚克俭 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2008年第4期541-546,共6页
A three-dimensional computational fluid dynamics (CFD) model for gas flow through a serrated valve tray was presented. The flow field, as well as the dry-pressure drop of the valve under the full-opening condition w... A three-dimensional computational fluid dynamics (CFD) model for gas flow through a serrated valve tray was presented. The flow field, as well as the dry-pressure drop of the valve under the full-opening condition was simulated based on the proposed model by using FLUENT 6.0 software. Compared with the values of dry-pressure dro.p in different turbulent models, the.simulated.results using RNG κ-ε model are in reasonable agreement with experimental data, indicating that RNG κ-ε model is suitable in simulating gas flow through the serrated valve tray. Then the CFD model combining RNG κ-ε model was used to study the three-dimensional gas flow through the considered serrated valve tray. The simulated results showed that various eddies existed on the serrated valve tray, and both the eddy and the non-eddy areas were nearly equal. The existence of addendum can decrease the eddy area caused by gas passing through the lateral outlet slots. The size of eddies can be reduced by optimizing the distance between valves. 展开更多
关键词 serrated valve numerical simulation pressure drop RNG κ-ε turbulent model
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