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Vibration analysis approach for corrosion pitting detection based on SVDD and PCA 会议论文
2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), Shenyang, China, June 8-12, 2015
Authors:  Zhang YL(章永来);  Shi HB(史海波);  Zhou XF(周晓锋);  Zheng ZY(郑泽宇)
View  |  Adobe PDF(125Kb)  |  Favorite  |  View/Download:171/71  |  Submit date:2015/12/16
Machine Learning  Rolling Bearing  Corrosion Pitting  Svdd  Pca  
Corrosion pitting damage detection of rolling bearings using data mining techniques 期刊论文
International Journal of Modelling, Identification and Control, 2015, 卷号: 24, 期号: 3, 页码: 235-243
Authors:  Zhang YL(章永来);  Zhou XF(周晓锋);  Shi HB(史海波);  Zheng ZY(郑泽宇);  Li S(李帅)
View  |  Adobe PDF(2202Kb)  |  Favorite  |  View/Download:243/49  |  Submit date:2015/11/30
Corrosion Pitting  Machine Learning  Support Vector Data Description  Rolling Bearings  Pca  Svdd  Principal Component Analysis  
An intelligent fault diagnosis system for newly assembled transmission 期刊论文
Expert Systems with Applications, 2014, 卷号: 41, 期号: 9, 页码: 4060-4072
Authors:  Shang WL(尚文利);  Zhou XF(周晓锋);  Yuan J(袁杰)
View  |  Adobe PDF(3391Kb)  |  Favorite  |  View/Download:320/74  |  Submit date:2014/04/16
Expert Systems  Fault Detection  Feature Extraction  Knowledge Representation  Neural Networks  Spectrum Analysis  
汽车变速器新产品故障诊断机器学习方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2012
Authors:  周晓锋
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故障诊断  变速器  阶次分析  遗传算法  支持向量机  
Intelligent fault diagnosis system for new assembly transmission 会议论文
Proceedings of 2012 International Conference on Modelling, Identification and Control, ICMIC 2012, Wuhan, China, June 24-26, 2012
Authors:  Shang WL(尚文利);  Zhou XF(周晓锋);  Yuan J(袁杰);  Han ZH(韩忠华);  Shi HB(史海波)
View  |  Adobe PDF(1144Kb)  |  Favorite  |  View/Download:604/117  |  Submit date:2012/11/29
Fault Tolerant Computer Systems  Feature Extraction  Neural Networks  Transmissions