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基于机器学习框架的氧化铝种分粒度细化爆发时序预测模型
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作者 张羽飞 陈玉国 《轻金属》 北大核心 2020年第1期14-19,共6页
种子分解工序是决定氧化铝产品质量的关键工序,但是当前人们缺乏对晶种分解机理和分解行为的准确本质分析,导致各氧化铝生产企业很难摆脱分解氢氧化铝粒度周期性细化影响,造成过滤效果变差、产能下降、氧化铝产品质量降低。本文利用有... 种子分解工序是决定氧化铝产品质量的关键工序,但是当前人们缺乏对晶种分解机理和分解行为的准确本质分析,导致各氧化铝生产企业很难摆脱分解氢氧化铝粒度周期性细化影响,造成过滤效果变差、产能下降、氧化铝产品质量降低。本文利用有监督机器学习方法,建立循环神经网络模型,对种分粒度细化爆发情况进行时间序列预测。经过生产运行数据验证,该模型预测准确度较高,能够为氧化铝生产企业提供种分氢氧化铝细粒子量在未来100天的变化趋势,为生产争取调控时间,减少晶种粒度细化爆发的程度和发生频率。 展开更多
关键词 种子分解 粒度细化 时序预测 机器学习 循环神经网络
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雷蒙磨在工业氧化钼粒度细化方面的应用
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作者 申志勇 宋建忠 《中国钼业》 1997年第5期38-39,共2页
工业氧化钼是经过采矿、选矿、焙烧等一系列工序之后的产品。用雷蒙磨细化其粒度对满足用户需求、降低劳动强度,提高回收率及改善工作现场环境发挥着巨大的作用。
关键词 氧化钼 粒度 雷蒙磨 粒度细化
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梅山烧结矿粒度细化的回归分析
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作者 甘荣火 唐厚银 《梅山科技》 1989年第1期1-10,共10页
关键词 烧结矿 粒度细化 回归分析 烧结
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混合条件属性的细化类别特征粒度系数聚类算法 被引量:1
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作者 周靖 《计算机与数字工程》 2018年第8期1505-1510,共6页
混合条件属性对象的数据环境复杂。传统的聚类算法对分类和数值两类特征参数的相似性计算方法不存在任何相同或相关的处理点,且往往偏向于大幅度提取比例较高的条件属性的类别特征,而忽视存在更有价值的较低比例的一方。提出一种基于迭... 混合条件属性对象的数据环境复杂。传统的聚类算法对分类和数值两类特征参数的相似性计算方法不存在任何相同或相关的处理点,且往往偏向于大幅度提取比例较高的条件属性的类别特征,而忽视存在更有价值的较低比例的一方。提出一种基于迭代的细化类别特征粒度系数聚类算法。根据分类条件属性的数量、特征参数的类别归属数量等,围绕熵的计算公式,细化它们在熵形态中对应的特征语义,进而定义分类条件属性针对不同类簇的粒度变量值;根据欧氏距离的计算形态,结合数值条件属性及其特征参数的数量因子,定义数值条件属性面向不同类簇的粒度变量值;融合描述特征参数的类别特性权重值,利用所得粒度值进行迭代,直至粒度系数稳定且获得最优聚类性能后结束。理论分析和多个UCI混合条件属性数据集实验表明,新算法能够较好地甄别出类别特征,有效地提高聚类性能。 展开更多
关键词 混合条件属性 细化类别特征粒度系数 聚类
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使用MSS维护语义缓存一致性的方法 被引量:5
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作者 梁茹冰 刘琼 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2011年第7期127-133,共7页
传统语义缓存一致性维护算法中存在失效报告空间复杂度高和通信开销大的问题,而目前的研究多只关注客户方算法的改善,不能从根本上解决这些问题.为此,文中提出了基于3层缓存结构的、用移动支持站点协助客户方进行缓存一致性维护的方法.... 传统语义缓存一致性维护算法中存在失效报告空间复杂度高和通信开销大的问题,而目前的研究多只关注客户方算法的改善,不能从根本上解决这些问题.为此,文中提出了基于3层缓存结构的、用移动支持站点协助客户方进行缓存一致性维护的方法.通过建立索引表并运用比特序列方法形成失效报告,以达到进一步压缩报告长度的效果;使用队列存储更新序列对更新粒度进行细化及简化客户方缓存维护过程,从而节省网络带宽,支持频繁断接下的缓存一致性维护.仿真结果表明,该算法较其它算法明显减少了失效报告长度和一致性维护的网络通信开销. 展开更多
关键词 移动计算 移动支持站点 语义缓存 失效报告 粒度细化
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基于敏捷开发的X测试模型的研究与改进 被引量:3
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作者 戴莉萍 熊小勇 《计算机工程与设计》 CSCD 北大核心 2007年第18期4342-4344,共3页
软件测试的实施效果直接影响到软件的质量,目前出现了一些测试模型,并且有一定的实用性,例如V模型、W模型、X模型等,其中X测试模型正受到越来越多的关注。对当前颇为流行的敏捷开发模式进行了一定的研究之后,适当地调整模块任务分配的粒... 软件测试的实施效果直接影响到软件的质量,目前出现了一些测试模型,并且有一定的实用性,例如V模型、W模型、X模型等,其中X测试模型正受到越来越多的关注。对当前颇为流行的敏捷开发模式进行了一定的研究之后,适当地调整模块任务分配的粒度,软件开发过程中采用了X测试模型,并根据具体开发情况对X测试模型进行了相应的调整与改进,体现出其较好的应用效果,对中小型软件开发的测试有着很好的适用性。 展开更多
关键词 X测试模型 敏捷开发 模块分配 粒度细化 软件工程
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Improvement of mechanical properties of cold-rolled commercially pure Ti sheet by high density electropulsing 被引量:4
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作者 宋辉 王忠金 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第6期1350-1355,共6页
Specimens cut from the cold-rolled commercially pure (CP) Ti sheet were treated by high density electropulsing (the maximum current density 7.22 kA/mm2, pulse period 110 las). The deformation behaviors of the CP T... Specimens cut from the cold-rolled commercially pure (CP) Ti sheet were treated by high density electropulsing (the maximum current density 7.22 kA/mm2, pulse period 110 las). The deformation behaviors of the CP Ti specimens at different states were determined by the uniaxial tensile test. The microstructure morphologies were observed by the optical microscopy. The results show that the electropulsing induced formation of f'me equal-axial grains and lamellar microstructures, which leads to the strength of the electropulsed CP Ti higher than that of the conventional annealed CP Ti. After electropulsing, the tensile strength and yield strength are increased by 100 MPa. And the electropulsed CP Ti has a good plasticity. The experimental results demonstrate that the electropulsing provides an effective approach to enhance the strength of cold-rolled CP Ti sheet and retain the required high ductility. 展开更多
关键词 Ti sheet electropulsing treatment grain refinement STRENGTH
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超细煤粉NO_x和SO_2排放特性与燃烧特性 被引量:14
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作者 姜秀民 刘辉 +3 位作者 闫澈 韩向新 郑楚光 刘德昌 《化工学报》 EI CAS CSCD 北大核心 2004年第5期783-787,共5页
将合山煤分别制成常规粒度的煤粉与超细化煤粉 .在单只水平直流燃烧器燃烧室内进行了常规煤粉与超细化煤粉的燃烧特性、空气分级燃烧NOx 排放特性、炉内喷钙对超细化煤粉与常规煤粉燃烧SO2 排放特性的影响的燃烧试验研究 .试验研究表明 ... 将合山煤分别制成常规粒度的煤粉与超细化煤粉 .在单只水平直流燃烧器燃烧室内进行了常规煤粉与超细化煤粉的燃烧特性、空气分级燃烧NOx 排放特性、炉内喷钙对超细化煤粉与常规煤粉燃烧SO2 排放特性的影响的燃烧试验研究 .试验研究表明 ,超细化煤粉与常规煤粉比较 ,着火提前 ,着火稳定性好 ,燃尽效果好 ;分级燃烧对超细煤粉的NOx 排放量的降低效果更显著 ;在Ca/S摩尔比相同的条件下 ,超细化煤粉的固硫特性明显优于常规煤粉 . 展开更多
关键词 细化煤粉颗粒粒度燃烧特性NOχ SO2 大气污染
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Effects of rare earth Ce addition on microstructure and mechanical properties of impure copper containing Pb 被引量:11
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作者 Hai-hong LI Xiao LIU +5 位作者 Yang LI Shi-hong ZHANG Yan CHEN Song-wei WANG Jin-song LIU Jin-hu WU 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2020年第6期1574-1581,共8页
The effects of rare earth Ce on the microstructure and mechanical properties of impure copper containing Pb were investigated using OM,SEM,EPMA,TEM and tensile testing.TEM and EDS analysis reveal that spherical CePb3 ... The effects of rare earth Ce on the microstructure and mechanical properties of impure copper containing Pb were investigated using OM,SEM,EPMA,TEM and tensile testing.TEM and EDS analysis reveal that spherical CePb3 particles form after Ce addition.CePb3 particles,with average size of^3.6μm,homogenously distribute in the Cu matrix.Due to small lattice misfit(~4.62%)with Cu matrix,CePb3 particles can act as effective nucleation sites beneficial to the grain refinement.Pb at grain boundaries seriously deteriorates the mechanical properties of Cu.The tensile strength and the elongation of Cu-0.1 Pb are decreased by 43.1%and 56.7%compared with those of pure copper,respectively.Ce can purify grain boundaries,cause the precipitation of CePb3 particles and refine grain sizes,which contribute to significant improvement of the mechanical properties of Cu.Compared with Cu-0.1Pb,the tensile strength(179 MPa)and the elongation(38.5%)of Cu-0.1Pb-0.3Ce are increased by 117.6%and 151.6%,respectively. 展开更多
关键词 Ce addition impure copper containing Pb CePb3 second phase particle lattice misfit grain refinement mechanical property
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Effects of grain refinement and residual elements on hot tearing of A713 aluminium cast alloy 被引量:3
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作者 Anil Kumar BIRRU D.BENNY KARUNAKAR 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第7期1783-1790,共8页
Some investigations have been carried out on hot tears in the A713 cast alloy, which is one of the long freezing range alloys, with objective to minimize/prevent hot tears. Experiments were conducted by varying pourin... Some investigations have been carried out on hot tears in the A713 cast alloy, which is one of the long freezing range alloys, with objective to minimize/prevent hot tears. Experiments were conducted by varying pouring temperatures at 700, 750, and 780 ℃ on the alloy with the addition of grain refiners like Al-2.5Ti-0.5C and Al-3.5Ti-1.5C. It was found that hot tearing was minimized by the addition of Al-3.5Ti-1.5C grain refiner, but grain refinement alone could not prevent hot tearing in A713 cast alloy. This has contradicted the findings of some earlier researchers. Experiments conducted on hot tearing with the addition of iron were found to be interesting. It was found that grain refinement along with iron addition to the A713 alloy has reduced the inter-dendritic separation so that interlocking could take place along the grain boundaries. Thus, iron, which comes as an impurity in commercial aluminum, can prevent hot tearing of A713 alloy. 展开更多
关键词 aluminium alloy hot tearing pouring temperature grain refinement
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Effect of soft Bi particles on grain refinement during severe plastic deformation
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作者 Hai-long JIA Yan-jun LI 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2017年第5期971-976,共6页
Two aluminum alloys,Al-8Zn and Al-6Bi-8Zn were subjected to equal channel angular pressing(ECAP)up to5passes at room temperature.The microstructural evolution and the grain refinement behavior of these alloys were sys... Two aluminum alloys,Al-8Zn and Al-6Bi-8Zn were subjected to equal channel angular pressing(ECAP)up to5passes at room temperature.The microstructural evolution and the grain refinement behavior of these alloys were systematically studied by electron backscatter diffraction(EBSD).After5passes of ECAP,ultrafine grained microstructures formed in both alloys.However,the grain structure in the Al-6Bi-8Zn alloy is much finer than that of Al-8Zn alloy,showing that the soft Bi particles have a strong influence on enhancing the grain refinement during ECAP.The strengths of the ECAP-processed materials were measured by hardness test and it showed that after5passes of ECAP,the hardness of the Al-6Bi-8Zn alloy was higher than that of the Al-8Zn alloy.The effects of soft Bi particles on the deformation behavior during ECAP and the final strength of the Al-6Bi-8Zn alloy were discussed. 展开更多
关键词 Al alloys equal channel angular pressing (ECAP) Bi particle grain refinement HARDNESS
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Enhanced mechanical properties of pure aluminium: Experimental investigation of effects of different parameters
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作者 Gholamreza Marami Safavi Mir Saman Mohammad Ali Saeimi Sadigh 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第3期561-569,共9页
In current research,the interactive effects of different parameters such as melt overheating temperature,the location of gating system and incorporation of the grain refiner in bar and micro-powder form on the mechani... In current research,the interactive effects of different parameters such as melt overheating temperature,the location of gating system and incorporation of the grain refiner in bar and micro-powder form on the mechanical and structural characteristics of commercially pure aluminium are examined.Results show that increasing the melt temperature as well as employing a gating system with higher heat transfer rate increases the ultimate tensile strength(UTS)of the pure aluminium by 7%.Also,the introduction of 2wt%Al–5Ti–1B grain refiner in bar form into the overheated melt enhances the UTS values by two times,while incorporating 2wt%Al–5Ti–1B grain refiner in micro-powder form leads to achieving 32%higher UTS compared to the samples with grain refiner in the bar form due to the elimination of Al3Ti brittle phase,as confirmed by XRD patterns and SEM fracture surface images. 展开更多
关键词 CASTING grain refinement tensile strength MICROSTRUCTURE Al–5Ti–1B
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The Influence of an Acoustic Field on the Bed Expansion of Fine Particles
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作者 Akash M. Langde R.L.Sonolikar 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2011年第4期649-655,共7页
Fine particles are difficult to fluidize due to strong interparticle attraction.An attempt has been made to study the bed expansion of silica gel(dp=25μm) powder in presence of an acoustic field.A 135 mm diameter flu... Fine particles are difficult to fluidize due to strong interparticle attraction.An attempt has been made to study the bed expansion of silica gel(dp=25μm) powder in presence of an acoustic field.A 135 mm diameter fluidized bed activated by an acoustic field with sound intensity up to 145 dB and frequency from 90 Hz to 170 Hz was studied.The effects of sound pressure level,sound frequency and particle loading on the bed expansion were investigated.Experimental results showed that,bed expansion was good in presence of acoustic field of particular frequency.In addition,it was observed that in presence of acoustic field the bed collapses slowly. 展开更多
关键词 acoustic field FREQUENCY VIBRATION fluidized bed fine powder EXPANSION
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Telomeres,cardiovascular aging,and potential intervention for cellular senescence 被引量:5
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作者 ZHANG WeiLi HUI RuTai YANG ShuJun 《Science China(Life Sciences)》 SCIE CAS 2014年第8期858-862,共5页
A consistent association has been observed between leukocyte telomere length(LTL)and atherosclerosis,but the mechanisms underlying these associations are still not well understood.Premature biology aging was evident i... A consistent association has been observed between leukocyte telomere length(LTL)and atherosclerosis,but the mechanisms underlying these associations are still not well understood.Premature biology aging was evident in atherosclerotic plaques,characterized by reduced cell proliferation,irreversible growth arrest and apoptosis,and telomere attrition.As atherosclerosis is a state of chronic low-grade inflammation and increased oxidative stress,shortened LTL in patients with atherosclerosis might stem from the two sources,one is an accelerated rate in hematopoietic stem cells(HSCs)replication to replace leukocytes consumed in the inflammatory process,and another is the increase in the loss of telomere repeats per replication.Thus,diminished HSC reserves at birth and age-dependent telomere attrition afterward are mirrored in shortened LTL during the adulthood.In addition,the inter-individual variation of LTL in the general population can be partly explained by genetic factors regulating telomere maintenance and the rate of HSCs replication.Atherosclerosis is an aging-related disease,and practically all humans develop atherosclerosis if they live long enough.Here we overview the potential roles of LTL dynamics in the imbalance between injurious oxidative stress/inflammation and endothelial repair during the pathogenesis of age-related atherosclerosis,and discuss the possibility that preventing accelerated cellular senescence is a potential target in prevention of atherosclerosis. 展开更多
关键词 TELOMERE aging ATHEROSCLEROSIS vascular cell senescence
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