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Tribology Transactions Volume 52, 2009 - Issue 5
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Original Articles

A New On-Line Visual Ferrograph

T. H. WU Xi'an Jiaotong University, Theory of Lubrication and Bearing Institute, Xi'an, 710049, China
,
J. H. MAO Xi'an Jiaotong University, Theory of Lubrication and Bearing Institute, Xi'an, 710049, China
,
J. T. WANG Xi'an Jiaotong University, Theory of Lubrication and Bearing Institute, Xi'an, 710049, China
,
J. Y. WU Xi'an Jiaotong University, Theory of Lubrication and Bearing Institute, Xi'an, 710049, China
&
Y. B. XIE Xi'an Jiaotong University, Theory of Lubrication and Bearing Institute, Xi'an, 710049, China
Pages 623-631 | Received 29 Oct 2008, Accepted 14 Feb 2009, Published online: 22 Jul 2009

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Bin Fan, Yong Liu, Chao Zhang, Jianguo Wang, Peng Zhang & Junhong Mao. (2021) A Deposition Rate-Based Index of Debris Concentration and its Extraction Method for Online Image Visual Ferrography. Tribology Transactions 64:6, pages 1035-1045.
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Shuo Wang, Tonghai Wu, Hongkun Wu & Ngaiming Kwok. (2017) Modeling Wear State Evolution Using Real-Time Wear Debris Features. Tribology Transactions 60:6, pages 1022-1032.
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Tonghai Wu, Yeping Peng, Shuo Wang, Feng Chen, Ngaiming Kwok & Zhongxiao Peng. (2017) Morphological Feature Extraction Based on Multiview Images for Wear Debris Analysis in On-line Fluid Monitoring. Tribology Transactions 60:3, pages 408-418.
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Wei Cao, Wei Chen, Guangneng Dong, Jiaoyi Wu & Youbai Xie. (2014) Wear Condition Monitoring and Working Pattern Recognition of Piston Rings and Cylinder Liners Using On-Line Visual Ferrograph. Tribology Transactions 57:4, pages 690-699.
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Song Feng, Yitong Che, Junhong Mao & You-Bai Xie. (2014) Assessment of Antiwear Properties of Lube Oils Using Online Visual Ferrograph Method. Tribology Transactions 57:2, pages 336-344.
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Tonghai Wu, Junqun Wang, Yeping Peng & Yali Zhang. (2012) Description of Wear Debris from On-Line Ferrograph Images by Their Statistical Color. Tribology Transactions 55:5, pages 606-614.
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Jianchang Li, Jing Li, Jincan Yan, Tianhui Ren & Yidong Zhao. (2011) The Tribological Chemistry of Novel Triazine Derivatives as Additives in Synthetic Diester. Tribology Transactions 54:5, pages 793-799.
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Yali Zhang, Junhong Mao & You-Bai Xie. (2011) Engine Wear Monitoring with OLVF. Tribology Transactions 54:2, pages 201-207.
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Wei Yuan, K. S. Chin, Guangneng Dong & Meng Hua. (2015) Assessment of surface wear properties with initial macro crack defects using on-line visual ferrography and SEM methods. Industrial Lubrication and Tribology 67:6, pages 538-548.
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Crossref
Tonghai Wu, Yeping Peng, Chenxing Sheng & Jiaoyi Wu. (2014) Intelligent identification of wear mechanism via on-line ferrograph images. Chinese Journal of Mechanical Engineering 27:2, pages 411-417.
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Andrew Hamilton, Alison Cleary & Francis Quail. (2014) Development of a Novel Wear Detection System for Wind Turbine Gearboxes. IEEE Sensors Journal 14:2, pages 465-473.
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Hongkun Wu, Tonghai Wu, Yeping Peng & Zhongxiao Peng. (2013) Watershed-Based Morphological Separation of Wear Debris Chains for On-Line Ferrograph Analysis. Tribology Letters 53:2, pages 411-420.
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TongHai Wu, HongKun Wu, Ying Du & ZhongXiao Peng. (2013) Progress and trend of sensor technology for on-line oil monitoring. Science China Technological Sciences 56:12, pages 2914-2926.
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Chun Hui Wang, Wei Yuan, Guang Neng Dong & Jun Hong Mao. (2013) A Quantitative Model of Wear Loss Based on On-Line Visual Ferrograph. Applied Mechanics and Materials 330, pages 338-345.
Crossref
Chengqing Yuan, Xinping Yan, Zhixiong Li, Yuelei Zhang, Chenxing Sheng & Jiangbin Zhao. 2013. Data Mining. Data Mining 2174 2192 .
Chengqing Yuan, Xinping Yan, Zhixiong Li, Yuelei Zhang, Chenxing Sheng & Jiangbin Zhao. 2013. Diagnostics and Prognostics of Engineering Systems. Diagnostics and Prognostics of Engineering Systems 292 311 .
Andrew Hamilton & Francis Quail. (2011) Detailed State of the Art Review for the Different Online/Inline Oil Analysis Techniques in Context of Wind Turbine Gearboxes. Journal of Tribology 133:4.
Crossref
Xue Wen Huang. (2011) Research on On-Line Oil Monitoring System for High Power Mining Gearbox. Applied Mechanics and Materials 130-134, pages 2600-2603.
Crossref
T H Wu, J Q Wang, J Y Wu, Y B Xie & J H Mao. (2011) Wear Characterization by an On-Line Ferrograph Image. Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology 225:1, pages 23-34.
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