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化学工程中多目标遗传算法的应用 被引量:5
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作者 姜斌 梁士锋 《现代化工》 EI CAS CSCD 北大核心 2007年第7期66-69,71,共5页
多目标遗传算法(MOGA)是在遗传算法的基础上发展起来的,它可以进行多个目标之间直接权衡。介绍了多目标遗传算法的概念及发展历程,重点介绍了非劣排序遗传算法(NSGA)和NSGA-Ⅱ,以及多目标遗传算法和过程模拟器结合在化学工程中的应用情况。
关键词 多目标遗传算法 NSGA NSGA-Ⅱ 过程模拟器
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Process simulation and optimization of flow field in wet electrostatic precipitator 被引量:7
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作者 YE Xing-lian WANG Shuai +3 位作者 ZHANG Hao AN Xi-zhong GUO Bao-yu LI Li-feng 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第1期132-143,共12页
To improve the dust removal performance of the wet electrostatic precipitator(WESP), a flow field optimization scheme was proposed via CFD simulation in different scales. The simplified models of perforated and collec... To improve the dust removal performance of the wet electrostatic precipitator(WESP), a flow field optimization scheme was proposed via CFD simulation in different scales. The simplified models of perforated and collection plates were determined firstly. Then the model parameters for the resistance of perforated and collection plates, obtained by small-scale flow simulation, were validated by medium-scale experiments. Through the comparison of the resistance and velocity distribution between simulation results and experimental data, the simplified model is proved to present the resistance characteristics of perforated and collection plates accurately. Numerical results show that after optimization, both the flow rate and the pressure drop in the upper room of electric field regions are basically equivalent to those of the lower room, and the velocity distribution in flue inlet of WESP becomes more uniform. Through the application in practice, the effectiveness and reliability of the optimization scheme are proved, which can provide valuable reference for further optimization of WESP. 展开更多
关键词 process simulation OPTIMIZATION flow field wet electrostatic precipitator perforated plate collection plate
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CFD study of flow-diffusion process in Y-shape micromixer
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作者 陈卓 张睿琦 王晓娜 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第4期969-974,共6页
A CFD simulation was carried out to investigate the mixing process in a Y-shape micromixer with the software Fluent 6.3. The definition of the "diffusion angle" is proposed to describe the molecular diffusio... A CFD simulation was carried out to investigate the mixing process in a Y-shape micromixer with the software Fluent 6.3. The definition of the "diffusion angle" is proposed to describe the molecular diffusion process associated with the flow at low Reynolds number. The linear relationship between the diffusion angle and the Peclet number(Pe) is determined by both theoretical analysis and numerical simulation. Moreover, the simulation results reveal that the diffusion angle is only related to the Peclet number whilst it is irrelevant to the changes of Re(Reynolds number) and Sc(Schmidt number). The range of Peclet number and Reynolds number for experimental measurement are also suggested as Pe≤10000 and Re≤10. 展开更多
关键词 SIMULATION flow-diffusion process molecular diffusion Y-shape micromixer
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