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动态粒度结合中心点算法在电力设备缺陷管控中的应用研究
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作者 万少明 代金磊 《中国高新科技》 2024年第3期79-81,共3页
针对电力设备缺陷管控问题,文章研究提出了一种基于改进k-中心点聚类算法与动态粒度的电力设备缺陷管控模型。首先,利用改进的k-中心点聚类算法对设备缺陷数据进行聚类处理;然后,将动态粒度与改进算法进行结合,用于构建缺陷管控模型。... 针对电力设备缺陷管控问题,文章研究提出了一种基于改进k-中心点聚类算法与动态粒度的电力设备缺陷管控模型。首先,利用改进的k-中心点聚类算法对设备缺陷数据进行聚类处理;然后,将动态粒度与改进算法进行结合,用于构建缺陷管控模型。结果表明,缺陷管控模型的数据聚类正确率为93.07%,聚类效率能够达到90.07%,同时数据识别准确率、召回率和F1值分别为93.27%、93.52%和0.951,均优于对比方法。这说明研究构建的电力设备缺陷管控模型显著可以提高设备的可靠性和稳定性。 展开更多
关键词 动态粒度 k-中心点聚类算法 电力设备 缺陷管控
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Fabrication of metal oxide nanostructures based on Atomic Force Microscopy lithography 被引量:1
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作者 ZHU XiaoYang CHENG Gang +4 位作者 wanG ShuJie DAI ShuXi wan shaoming ZHANG XingTang DU ZuLiang 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2008年第10期1448-1454,共7页
Atomic Force Microscopy (AFM) mechanical lithography is a simple but significant method for nanofabrication. In this work, we used this method to construct nanos- tructures on Pt/Cu bilayer metal electrodes under ambi... Atomic Force Microscopy (AFM) mechanical lithography is a simple but significant method for nanofabrication. In this work, we used this method to construct nanos- tructures on Pt/Cu bilayer metal electrodes under ambient conditions in air. The influence of various scratch parameters, such as the applied force, scan velocity and circle times, on the lithography patterns was investigated. The Pt-Cu-CuxO-Cu-Pt nanostructure was constructed by choosing suitable scratch parameters and oxidation at room temperature. The properties of the scratched regions were also investigated by friction force microscopy and conductive AFM (C-AFM). The I-V curves show symmetric and linear properties, and Ohmic contacts were formed. These results indicate that AFM mechanical lithography is a powerful tool for fabricating novel metal-semiconductor nanoelectronic devices. 展开更多
关键词 ATOMIC FORCE MICROSCOPY mechanical LITHOGRAPHY NANOSTRUCTURES Pt/Cu films
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