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基于小波-VMD-Teager能量算子的滚动轴承微弱故障诊断 被引量:3
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作者 许午珍 崔立 +2 位作者 任德余 徐卫责 时大方 《上海第二工业大学学报》 2020年第3期200-206,共7页
针对滚动轴承的单一故障进行诊断,提出了将小波VMD-Teager能量算子相结合和小波CEEMD-Teager能量算子相结合的诊断方法。对于滚动轴承的故障信号首先是进行小波降噪,使用VMD分解得到IMF分量,利用峭度和相关系数的大小选择合适的IMF分量... 针对滚动轴承的单一故障进行诊断,提出了将小波VMD-Teager能量算子相结合和小波CEEMD-Teager能量算子相结合的诊断方法。对于滚动轴承的故障信号首先是进行小波降噪,使用VMD分解得到IMF分量,利用峭度和相关系数的大小选择合适的IMF分量,进行重构。通过对重构的IMF进行Teager能量算子包络解调处理,最后可以得到不同故障程度的轴承故障的特征频率。对比VMD处理和CEEMD处理得到的故障信号包络图,利用实验数据验证表明, VMD处理能更有效提取滚动轴承的单一故障微弱特征。 展开更多
关键词 变分模态分解 TEAGER能量算子 滚动轴承 故障诊断
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Proteomic Comparison of Two-Dimensional Gel Electrophoresis Profiles from Human Lung Squamous Carcinoma and Normal Bronchial Epithelial Tissues 被引量:16
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作者 cuili XianquanZhan +9 位作者 MaoyuLi XiaoyingWu FengLi JianlingLi ZhiqiangXiao ZhuchuChen XuepingFeng PingChen JingyunXie SongpingLiang 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2003年第1期58-67,共10页
Differential proteome profiles of human lung squamous carcinoma tissue compared to paired tumor-adjacent normal bronchial epithelial tissue were established and analyzed by means of immobilized pH gradient-based two-d... Differential proteome profiles of human lung squamous carcinoma tissue compared to paired tumor-adjacent normal bronchial epithelial tissue were established and analyzed by means of immobilized pH gradient-based two-dimensional polyacrylamide gel electrophoresis (2-D PAGE) and matrix-assisted laser desorp-tion/ionization time of flight mass spectrometry (MALDI-TOF-MS). The results showed that well-resolved, reproducible 2-DE patterns of human lung squamous carcinoma and adjacent normal bronchial epithelial tissues were obtained under the condition of 0.75-mg protein-load. The average deviation of spot position was 0.733±0.101 mm in IEF direction, and 0.925±0.207 mm in SDS-PAGE direction. For tumor tissue, a total of 1241±88 spots were detected, 987±65 spots were matched with an average matching rate of 79.5%. For control, a total of 1190±72 spots were detected, and 875±48 spots were matched with an average matching rate of 73.5%. A total of 864±34 spots were matched between tumors and controls. Forty-three differential proteins were characterized: some proteins were related to oncogenes, and others involved in the regulation of cell cycle and signal transduc-tion. It is suggested that the differential proteomic approach is valuable for mass identification of differentially expressed proteins involved in lung carcinogenesis. These data will be used to establish human lung cancer proteome database to further study human lung squamous carcinoma. 展开更多
关键词 human lung squamous carcinoma tissue normal bronchial epithelial tissue 2-D PAGE MALDI-TOF-MS PROTEOME
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