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基于动态等级PSO-ELMAN的乙烯裂解深度模型及其优化控制 被引量:1
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作者 陈宇颖 范启富 《科学技术与工程》 北大核心 2013年第7期1860-1867,1888,共9页
提出一种自适应动态等级粒子群算法(ADHPSO)。该算法保持粒子多样性,能摆脱局部极值,有良好的全局收敛性。将ADHPSO训练ELMAN神经网络,建立乙烯裂解炉裂解深度的在线预测模型。研究一种集成ADHPSO-ELMAN过程建模的裂解深度智能优化控制... 提出一种自适应动态等级粒子群算法(ADHPSO)。该算法保持粒子多样性,能摆脱局部极值,有良好的全局收敛性。将ADHPSO训练ELMAN神经网络,建立乙烯裂解炉裂解深度的在线预测模型。研究一种集成ADHPSO-ELMAN过程建模的裂解深度智能优化控制方法,得到裂解过程的最优操作条件。仿真计算表明,该方法显著提高了乙烯及丙烯的收率,具有良好的稳定性和适应性,对实际生产具有极大的应用潜力。 展开更多
关键词 裂解深度 动态等级粒子 ELMAN神经网络 裂解炉 优化控制
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2D IMAGE BASED SIEVING FOR PARTICLE AGGREGATE GRADATION 被引量:5
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作者 Chen Ken John Zaniewski +1 位作者 Zhao Pan Yang Ren'er 《Journal of Electronics(China)》 2008年第2期277-282,共6页
Acquiring the size gradation for particle aggregates is a common practice in the granule related industry,and mechanical sieving or screening has been the normal method. Among many drawbacks of this conventional means... Acquiring the size gradation for particle aggregates is a common practice in the granule related industry,and mechanical sieving or screening has been the normal method. Among many drawbacks of this conventional means,the major ones are time-consuming,labor-intensive,and being unable to provide real-time feedback for process control. In this letter,an optical sieving approach is introduced. The two-dimensional images are used to develop methods for inferring particle volume and sieving behavior for gradation purposes. And a combination of deterministic and probabilistic methods is described to predict the sieving behaviors of the particles and to construct the gradation curves for the aggregate sample. Comparison of the optical sieving with standard mechanical sieving shows good correlation. 展开更多
关键词 Image processing Machine vision Particle images Particle gradation Particle sieving
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Instability of Waves in Magnetized Vortex-Like Ion Distribution Dusty Plasmas 被引量:4
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作者 DUAN Wen-Shan CHEN Jian-Hong HONG Xue-Ren WAN Gui-Xin 《Communications in Theoretical Physics》 SCIE CAS CSCD 2007年第1期149-154,共6页
A modified Zakharov-Kuznetsov equation for small but finite dustic waces in a magnetized votex-like ion distribution dusty plasma is obtained in this paper.It seems that there are instability for a soliton under hig... A modified Zakharov-Kuznetsov equation for small but finite dustic waces in a magnetized votex-like ion distribution dusty plasma is obtained in this paper.It seems that there are instability for a soliton under higher-order transverse perturbations in this system. There is a certain critical value 4λ0. If the ratio of the wave length of the higher-order perturbations to the width of the soliton is larger than this critical value, the solitary wave is unstable, otherwise it is stable. 展开更多
关键词 equationdust size distribution SOLITON modified Zakharov-Kuznetsov
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Isothermal coarsening of primary particles during rheocasting 被引量:1
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作者 郭洪民 罗学泉 +1 位作者 章爱生 杨湘杰 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2010年第8期1361-1366,共6页
The isothermal coarsening behavior of primary solid particles in A356 aluminum alloy semi-solid slurry produced by angular oscillation (AO) technique was investigated.The comparison between the calculation and experim... The isothermal coarsening behavior of primary solid particles in A356 aluminum alloy semi-solid slurry produced by angular oscillation (AO) technique was investigated.The comparison between the calculation and experimental results shows good quantitative agreement with Lifshitz-Slyozov-Wagner theory.The results show that the variation in shape factor and solid fraction is not significant,the average particle size increases with increasing holding time at the expense of the particle density.Ostwald repining is most likely the predominant growth mechanism in the AO-treated semi-solid slurry during rheocasting.The differences of coarsening occurred in rheocasting and partial re-melting process were also discussed. 展开更多
关键词 RHEOCASTING SEMI-SOLID COARSENING A356 alloy angular oscillation technique
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