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杂物筛在上料系统中的应用
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作者 吴焕文 《科技创新与应用》 2012年第13期122-122,共1页
通过介绍杂物筛在上料系统中的方案设置和论证,解决磨矿工序前对铁矿石中杂物的有效筛除,提高铁矿石的质量,减少因为杂物造成的设备损坏,实现了上料系统作业效率的提升。
关键词 上料系统 烧结 杂物筛 铁矿石质量
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基于CNN-Transformer融合模型的选煤厂振动筛上杂物语义分割研究 被引量:1
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作者 陈凡 宋文革 +1 位作者 范誉瀚 陈塞 《煤炭工程》 北大核心 2023年第S01期193-199,共7页
为了智能、高效分离选煤厂原煤中的杂物,促进选煤工艺智能化发展,提出了一种结合卷积神经网络(CNN)和Transformer的语义分割模型,专门针对振动筛上复杂环境中的杂物进行像素级分割。首先,将Transformer结构应用到选煤厂振动筛的杂物分... 为了智能、高效分离选煤厂原煤中的杂物,促进选煤工艺智能化发展,提出了一种结合卷积神经网络(CNN)和Transformer的语义分割模型,专门针对振动筛上复杂环境中的杂物进行像素级分割。首先,将Transformer结构应用到选煤厂振动筛的杂物分割任务上,实验结果表明其能更准确地识别杂物边缘。其次,详尽对比分析了不同的上采样方法和Transformer模块,增强了模型的可解释性和适用性。最后,通过与其他先进模型(如ResNet和Swin-Transformer)的综合比较,证实了提出模型在处理振动筛上杂物分割问题上的优越性能。 展开更多
关键词 智能选煤 杂物检测 语义分割 计算机视觉
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多相机重叠视域下的筛上杂物检测与跨镜追踪
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作者 刘钦聚 王斌 +1 位作者 赵轩 吕子奇 《煤炭工程》 北大核心 2023年第S01期231-237,共7页
传统杂物检测方法在脱泥筛中应用时,杂物的位置和运动轨迹随着筛机震动难以预测,且视野受到激振器等设备的遮挡,导致目标杂物在盲点区域内发生轨迹偏移。针对以上问题,提出了一种多相机重叠视域下的筛上杂物检测与跨镜追踪方法,利用两... 传统杂物检测方法在脱泥筛中应用时,杂物的位置和运动轨迹随着筛机震动难以预测,且视野受到激振器等设备的遮挡,导致目标杂物在盲点区域内发生轨迹偏移。针对以上问题,提出了一种多相机重叠视域下的筛上杂物检测与跨镜追踪方法,利用两台相机协同工作。其中,第一台相机使用YOLOv5对杂物做目标检测,确定杂物位置并将结果映射到第二台相机的视域内。第二台相机基于SORT算法对初始帧初始坐标进行追踪,实时监测和更新杂物的轨迹。该方法在提高检测准确性和追踪效率的同时,降低了计算复杂性。 展开更多
关键词 杂物检测 跨镜追踪 目标检测 YOLOv5
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柳钢球团料线杂物辊筛系统适应性改造
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作者 周罕龙 陈光华 +1 位作者 朱梦飞 韦海守 《福建冶金》 2022年第4期46-49,共4页
杂物辊筛用于筛除球团原料中夹杂的柔性或刚性杂物,但在生产中容易出现杂物堵塞筛缝、湿料团块无法透筛造成铁料流失的难题。柳钢球团对杂物辊筛系统进行适应性改造,从筛缝自动清理、筛下皮带转运、筛上压辊破碎、辊筛变频等方面优化生... 杂物辊筛用于筛除球团原料中夹杂的柔性或刚性杂物,但在生产中容易出现杂物堵塞筛缝、湿料团块无法透筛造成铁料流失的难题。柳钢球团对杂物辊筛系统进行适应性改造,从筛缝自动清理、筛下皮带转运、筛上压辊破碎、辊筛变频等方面优化生产条件,在降低岗位人员劳动强度、减少车运成本的同时,对生产工艺指标有积极影响。 展开更多
关键词 杂物 自动清理 压辊破碎 变频
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Understanding the roles of Brønsted/Lewis acid sites on manganese oxide-zeolite hybrid catalysts for low-temperature NH_(3)-SCR
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作者 Hyun Sub Kim Hwangho Lee +2 位作者 Hongbeom Park Inhak Song Do Heui Kim 《Chinese Journal of Catalysis》 SCIE CAS CSCD 2024年第10期79-88,共10页
Although metal oxide-zeolite hybrid materials have long been known to achieve enhanced catalytic activity and selectivity in NO_(x)removal reactions through the inter-particle diffusion of intermediate species,their s... Although metal oxide-zeolite hybrid materials have long been known to achieve enhanced catalytic activity and selectivity in NO_(x)removal reactions through the inter-particle diffusion of intermediate species,their subsequent reaction mechanism on acid sites is still unclear and requires investigation.In this study,the distribution of Brønsted/Lewis acid sites in the hybrid materials was precisely adjusted by introducing potassium ions,which not only selectively bind to Brønsted acid sites but also potentially affect the formation and diffusion of activated NO species.Systematic in situ diffuse reflectance infrared Fourier transform spectroscopy analyses coupled with selective catalytic reduction of NO_(x)with NH_(3)(NH_(3)-SCR)reaction demonstrate that the Lewis acid sites over MnO_(x)are more active for NO reduction but have lower selectivity to N_(2)than Brønsted acids sites.Brønsted acid sites primarily produce N_(2),whereas Lewis acid sites primarily produce N_(2)O,contributing to unfavorable N_(2)selectivity.The Brønsted acid sites present in Y zeolite,which are stronger than those on MnO_(x),accelerate the NH_(3)-SCR reaction in which the nitrite/nitrate species diffused from the MnO_(x)particles rapidly convert into the N_(2).Therefore,it is important to design the catalyst so that the activated NO species formed in MnO_(x)diffuse to and are selectively decomposed on the Brønsted acid sites of H-Y zeolite rather than that of MnO_(x)particle.For the physically mixed H-MnO_(x)+H-Y sample,the abundant Brønsted/Lewis acid sites in H-MnO_(x)give rise to significant consumption of activated NO species before their inter-particle diffusion,thereby hindering the enhancement of the synergistic effects.Furthermore,we found that the intercalated K+in K-MnO_(x)has an unexpected favorable role in the NO reduction rate,probably owing to faster diffusion of the activated NO species on K-MnO_(x)than H-MnO_(x).This study will help to design promising metal oxide-zeolite hybrid catalysts by identifying the role of the acid sites in two different constituents. 展开更多
关键词 Hybrid metal oxide-zeolite The role of acid sites Manganese oxides Physical mixing Selective catalytic reduction of NOx with NH3
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Application of a yeast two-hybrid based screening system in the identification of amyloid-beta aggregation inhibitors in pharmaceutical plants
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作者 王丽威 杨雁芳 张英涛 《Journal of Chinese Pharmaceutical Sciences》 CAS 2011年第5期510-517,共8页
The aggregation of amyloid-beta (Aβ) peptide, has been demonstrated to be critical for the development of Alzheimer's disease (AD). All aggregation inhibitors are thus considered to be drug candidates for AD the... The aggregation of amyloid-beta (Aβ) peptide, has been demonstrated to be critical for the development of Alzheimer's disease (AD). All aggregation inhibitors are thus considered to be drug candidates for AD therapy. In the present study, we developed a novel screening tool based on the yeast two-hybrid system to screen Aβ aggregation inhibitors. The human Aβ42 peptide cDNA was cloned using assembly PCR and inserted into each of the yeast expression plasmids containing either the GAL4 activation domain (GAL4AD) or the DNA-binding domain (GAL4BD). Co-transformation of the above plasmids led to the expression of the fusion proteins GAL4AD-Aβ42 and GAL4BD-Aβ42 in the AH 109 yeast strain. The self interaction of Aβ42 fragments reconstructed the GAL4 transcriptor and thus activated the GAL4 responsive transcription of four reporter genes including HIS3, ADE2, lacZ and MEL1. The expression of the reporter genes rendered the multiple auxotrophic yeast cells capable of growing on the synthetic SD media lacking adenine and histidine. Growth arrest was used as a marker for screening Aβ aggregation inhibitors in this system, and the evaluation of Rhodiola species revealed potential resources for the development of Aβ aggregation inhibitors. 展开更多
关键词 Alzheimer's disease Yeast two-hybrid INHIBITORS Drug screening
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