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Fault detection based on global-local PCA-SVDD for multimode processes 会议论文
Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017, Kunming, China, July 10-12, 2017
Authors:  Li S(李帅);  Zhou XF(周晓锋);  Shi HB(史海波);  Wang ZW(王中伟)
View  |  Adobe PDF(594Kb)  |  Favorite  |  View/Download:71/20  |  Submit date:2018/08/12
fault detection  monitoring  multimode industrial processes  mode division  global-local PCA-SVDD  
Multimode processes monitoring using global–local MIC-PCA-SVDD 会议论文
Lecture Notes in Electrical Engineering, Kunming, China, July 10-12, 2017
Authors:  Li S(李帅);  Zhou XF(周晓锋);  Shi HB(史海波);  Wang ZW(王中伟)
View  |  Adobe PDF(370Kb)  |  Favorite  |  View/Download:54/14  |  Submit date:2018/06/19
Monitoring  Multimode processes  Multimode division  Global–local MIC-PCA-SVDD  
基于聚类的社区居民健康指数预测模型研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2015
Authors:  章永来
Adobe PDF(2868Kb)  |  Favorite  |  View/Download:457/18  |  Submit date:2015/08/20
社区卫生  机器学习  聚类  降维  预测  
激光冲击强化对6082铝合金机械性能的影响 期刊论文
激光与光电子学进展, 2015, 卷号: 52, 期号: 6, 页码: 166-172
Authors:  乔红超
View  |  Adobe PDF(1515Kb)  |  Favorite  |  View/Download:206/65  |  Submit date:2015/08/24
激光器  激光冲击强化  铝合金  显微硬度  微结构  残余应力  
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:172/72  |  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  
Characterization of stainless steel parts by Laser Metal Deposition Shaping 期刊论文
Materials & Design, 2014, 卷号: 55, 页码: 104-119
Authors:  Zhang K(张凯);  Wang, Shijie;  Liu WJ(刘伟军);  Shang XF(尚晓峰)
View  |  Adobe PDF(5573Kb)  |  Favorite  |  View/Download:542/108  |  Submit date:2013/12/26
Deposition  Laser Applications  Mechanical Properties  Morphology  Optimization  Powder Metals  Scanning Electron Microscopy  x Ray Diffraction