2025年论文

[99] 杨培平, 高心如,窦  潘,梁宇强,武通海*.推力轴承典型故障的FMEA量化分析方法[J]. 摩擦学学报, 2025, 45(12): 1846−1857.

[98] Peng Zheng,Shijie Wei,Pan Dou*,Xinru Gao,Tonghai Wu*,Min Yu,Yaguo Lei. High-accuracy ultrasonic measurement of oil film thickness in sliding bearings considering surface thin coating[J]. Tri

        bology International, 2025, 202: 110343.(中科院1区，top期刊)

[97] Yaping Jia,Shiyuan Chang,Yonggang Xia,Tonghai Wu*,Peiping Yang. Ultrasonic reflection-based transient temperature gradient inversion for compensating oil film thickness measurement[J]Mechani

         cal Systems and Signal Processing, 2025, 234: 112827.(中科院1区，top期刊)

[96] Pan Dou,Peiping Yang,Peng Zheng,Yaping Jia,Tonghai Wu*,Shuo Wang,Min Yu. Ultrasound enabled simultaneous measurement of coating wear depth and lubricant fflm thickness in a sliding bearin

        g[J].Measurement,2025,240;115602.(中科院2区)

[95] Peng Zheng,Pan Dou*,Jie Dai,Shiyuan Chang,Yaping Jia,Tonghai Wu*, Min Yu. Ultrasonic-based measurement of oil film thickness in the valve plate pair of an aviation fuel piston pump[J].Measurem

        ent, 2025, 246:116741.(中科院2区)

[94] Qinghua Wang,Shuo Wang*,Luning Zhang,Yayu Li,Chenyang Jia,Tonghai Wu*. Mechanism-guided wear severity assessment of worn surfaces with multiple damages[J].Wear, 2025, 205875.

          (中科院1区，top期刊)

[93]Tao Shao,Luning Zhang,Shuo Wang*,Qinghua Wang,Linyu Xia,Tonghai Wu*. Structural region-induced inpainting for highlight removal in microscopic damage measurement of metal pairs[J]. Opticsa

        nd Lasers in Engineering, 2025, 186: 108831.

[92]Shuo Wang,Yishi Chang,Hui Wei,Miao Wan,Tonghai Wu a,Ying Du. An integrated mechanism and data model for adaptive wear state diagnosis via moving wear particles [J].Wear, 2025, 564–565:205

       722.(中科院1区，top期刊)

[91] Quanzhong Wu,Pan Dou,Shiyuan Chang,Tonghai Wu ,Min Yu,Yaguo Lei. In-situ adaptive calibration of incident signal of ultrasonic lubricant fflm thickness measurements [J]. Mechanical Systems and

        Signal Processing, 2025, 224: 112236.(中科院1区，top期刊)

[90] Shuo Wang, Kezhang Hu,Linyu Xia, Tonghai Wu*, Ning Xu. Prior-shape-guided photometric stereo model for 3D damage measurement of worn surfaces[J]. Tribology International, 2025, 201: 11021

        9. (中科院1区，top期刊)

[89] Yaping Jia, Pan Dou*, Peiping Yang, Tonghai Wu*, Shuo Wang, Yaguo Lei, Min Yu. The influence of temperature on ultrasonic signals in online measurement of oil film thickness[J]. Friction, 2025.944

        0962. (中科院1区)

2024年论文

[88] Shuo Wang, Yishi Chang, Tonghai Wu*, Zhidong Han, Yaguo Lei. Attribute-driven fuzzy fault tree model for adaptive lubricant failure diagnosis [J]. Journal of Dynamics, Monitoring and Diagnostics,

        2024, 3(3): 604.

[87] 梁鹏，赵文卓，武通海*，冉毅. 发电机转子小齿裂纹的超声回波特性及在机检测方法[J]. 机械工程学报，2024，60（8）：11-21.

[86] Peng Zheng, Pan Dou, Quanzhong Wu, Yaping Jia, Tonghai Wu*, Min Yu, Yaguo Lei,Tom Reddyhoff. Ultrasonic reflection measured oil film thickness in the slipper bearings of an aviation fuel piston

        pump[J]. Mechanical Systems and Signal Processing, 2024,220:111696. (中科院1区，top期刊)

[85] Shuo Wang, Zhidong Han, Hui Wei, Tonghai Wu*, Junli Zhou. An integrated knowledge and data model for adaptive diagnosis of lubricant conditions[J]. Tribology International, 2024, 199:109914.

         (中科院1区，top期刊)

[84] Yan Pan, Bin Liang, Houde Liu*,  Tonghai Wu, Shuo Wang. Spatial-temporal Modeling of Oil Condition Monitoring: A Review[J]. Reliability Engineering and System Safety, 2024, 248: 110182.

          (中科院1区，top期刊)

[83] Tao Shao, Luning Zhang, Shuo Wang*, Tonghai Wu*, Qinghua Wang, Changfu Han. Fully unsupervised wear anomaly assessment of aero-bearings enhanced by multi-representation learning of

        deep features[J]. Tribology International, 2024 196: 109724. (中科院1区，top期刊)

[82] Shuo Wang, Miao Wan, Tonghai Wu*, Zichen Bai, Kunpeng Wang. Optimized Mask-RCNN model for particle chain segmentation based on improved online ferrograph sensor [J].  Friction, 202

        4, 12(6): 1194-1213. (中科院1区，top期刊)

[81] Tao Shao, Peiping Yang, Shuo Wang, Miao Wan, Tonghai Wu*. Wear depth estimation from single 2-D image based on shape from Shading and convolutional neural network hybrid model for

        in-situ wear assessment [J]. Wear, 2024,538-539: 205205.  (中科院1区，top期刊)

2023年论文

[80] Shuo Wang, Tao Shao, Tonghai Wu*, Thompson Sarkodie-Gyan, Yaguo Lei. Knowledge-guided convolutional neural network model for similar three-dimensional wear debris identification with

        small number of samples[J]. Journal of Tribology - Transactions of the ASME, 2023, 145(9): 091105. 

[79] Qinghua Wang, Shuo Wang, Tonghai Wu*, Tao Shao, Yue Shu, Thompson Sarkodie-Gyan.Lambertian reflection separation under high reflectiveness for worn surface reconstruction with insuffici

        ent samples [J]. IEEE Transactions on Instrumentation and Measurement, 2023,72: 3520310.(中科院2区)

[78] Tao Shao, Shuo Wang, Qinghua Wang, Tonghai Wu*, Zhifu Huang. Comparison-embedded evidence-CNN model for fuzzy assessment of wear severity using multi-dimensional surface images

       [J]. Friction, 2023, 11: 1-21. (中科院1区，top期刊)

[77] Zhihe Duan, Tonghai Wu*, Adam Glowacz, Munish Kumar Gupta, Grzegorz Królczyk. Analysis of the line contact tribo-lubrication pair and failure mechanism under the extreme conditions[J].

        Tribology International, 2023, 185: 108505. (中科院1区，top期刊)

[76] Yan Pan, Tonghai Wu*, Yunteng Jing, Zhidong Han, Yaguo Lei. Remaining useful life prediction of lubrication oil by integrating multi-source knowledge and multi-indicator data[J].Mechanical

        Systems and Signal Processing, 2023,191:110174.(中科院1区，top期刊)

[75] Yan Pan, Zhidong Han, Tonghai Wu*, Yaguo Lei. Remaining Useful Life Prediction of Lubricating Oil with Small Samples[J]. IEEE Transactions on Industrial Electronics, 2023,70(7):7373-7681.

          (中科院1区，top期刊)

2022年论文

[74] Yaping Jia, Pan Dou, Peng Zheng, Tonghai Wu*, Peiping Yang, Min Yu, Tom Reddyhoff. High-accuracy ultrasonic method for in-situ monitoring of oil film thickness in a thrust bearing[J]. Mechanical Syste

        ms and Signal Processing, 2022, 180: 109453. (中科院1区，top期刊)

[73] Pan Dou, Peng Zheng,  Yaping Jia, Tonghai Wu*, Min Yu, Tom Reddyhoff, Wei-HsinLiao, Zhongxiao Peng. Ultrasonic measurement of oil film thickness in a four-layer structure for applications including slid

          ing bearings with a thin coating[J]. NDT&E International, 2022, 131: 102684.  (中科院1区，top期刊)

[72] Pan Dou, Laisheng Zou, Tonghai Wu*,  Min Yu, Tom Reddyhoff, Zhongxiao Peng. Simultaneous measurement of thickness and sound velocity of porous coatings based on the ultrasonic complex reflection co

         efficient[J]. NDT&E International, 2022, 131: 102683.  (中科院1区，top期刊)

[71] Yan Pan, Tonghai Wu*, Yunteng Jing, Pujian Wang. Multi-attribute modelling for oil condition assessment considering uncertainties[J]. IEEE Transactions on Instrumentation and Measurement, 2022, 

        71(3): 3509908. (中科院2区)

[70] Qinghua Wang, Shuo Wang, Bo Li, Ke Zhu, Tonghai Wu*. In-situ 3D reconstruction of worn surface topography via optimized photometric stereo[J]. Measurement, 2022, 190: 110679. (中科院2区)

[69] Yan Pan, Yunteng Jing, Tonghai Wu*, Xiangxing Kong. Knowledge-based data augmentation of small samples for oil condition prediction[J]. Reliability Engineering and System Safety, 2022, 217: 10811

        4. (中科院1区，top期刊)

[68] Pan Dou, Yaping Jia, Peng Zheng, Tonghai Wu*, Min Yu, Tom Reddyhoff, Zhongxiao Peng. Review of ultrasonic-based technology for oil film thickness measurement in lubrication[J]. Tribology Internatio

         nal, 2022, 165: 107290. (中科院1区，top期刊)

2021年论文

[67]  Ying Du, Chaoqun Duan, Tonghai Wu. Lubricating oil deterioration modeling and remaining useful life prediction based on hidden semi-Markov modeling[J]. ARCHIVE Proceedings of the Institution of Mec

         hanical Engineers Part J Journal of Engineering Tribology, 2021, 0(0): 1-8.

[66] Zhihe Duan, Tonghai Wu*. Lubrication state identification of the line contact tribo-pair under a pure rolling condition with ultrasonic method[J]. ARCHIVE Proceedings of the Institution of Mechanical Engin

        eers Part J Journal of Engineering Tribology, 2021, 0(0): 1-13.

[65] Pan Dou, Tonghai Wu*, Zhaopeng Luo , Peiping Yang , Zhongxiao Peng , Min Yu , Tom Reddyhoff. A finite-element-aided ultrasonic method for measuring central oil film thickness in a roller-raceway tribo-

          pair[J]. Friction, 2021, 10:944–962. (中科院1区，top期刊)

[64] Chan Xu, Bo Li, Tonghai Wu*. Wear characterization under sliding–rolling contact using friction-induced vibration features[J]. ARCHIVE Proceedings of the Institution of Mechanical Engineers Part J Journ

        al of Engineering Tribology, 2021, 0(0): 1-14.

[63] Yan Pan, Yunteng Jing, Tonghai Wu*, Xiangxing Kong. An Integrated Data and Knowledge Model Addressing Aleatory and Epistemic Uncertainty for Oil Condition Monitoring[J]. Reliability Engineering and Sy

        stem Safety, 2021, 210: 107546. (中科院1区，top期刊)

[62] Shuo Wang, Tonghai Wu*, Kunpeng Wang. Automated 3D ferrograph image analysis for similar particle identification with the knowledge-embedded double-CNN model[J]. Wear, 2021, 476: 203696. 

          (中科院1区，top期刊)

[61] Yaping Jia, Tonghai Wu*, Pan Dou,  Min Yu. Temperature Compensation Strategy for Ultrasonic-based Measurement of Oil Film Thickness[J]. Wear, 2021, 476: 203640. (中科院1区，top期刊)

[60] Pan Dou, Yaping Jia, Tonghai Wu*, Zhongxiao Peng, Min Yu, Tom Reddyhoff. High-accuracy incident signal reconstruction for in-situ ultrasonic measurement of oil film thickness[J]. Mechanical Systems an

        d Signal Processing, 2021, 156: 107669. (中科院1区，top期刊)

[59] Shuo Wang, Tonghai Wu*, Kunpeng Wang, Zhongxiao Peng, NgaimingKwok, Thompson Sarkodie-Gyan. 3D Particle Surface Reconstruction from Multi-view 2D Images with Structure from Motion and Sha

          pe from Shading[J]. IEEE Transactions on Industrial Electronics, 2021, 68(2): 1626-1635. (中科院1区，top期刊)

[58] Chan Xu, Tonghai Wu*, Hongbin Yang, Hongkun Wu, Ngaiming Kwok. Study on Vibration Mechanism Induced by Skidding in Pure Rolling Contact[J]. Tribology International, 2021, 154:106669. 

          (中科院1区，top期刊)

[57] 朱可, 霍彦文, 武通海^*, 陈志雄. 基于光度立体视觉三维重构算法的微观磨损形貌原位测量原理及方法. 机械工程学报. 2020. 

2020年论文

[56] Yu Min*,Shen Li,Mutasa Tapiwa,Dou Pan, Wu Tonghai,Reddyhoff Tom. Exact analytical solution to ultrasonic interfacial reflection enabling optimal oil film thickness measurement[J]. Tribology Interna

        tional, 2020, 151: 106522. (中科院1区期刊,top期刊)

[55] Ying Du, Chaoqun Duan*, Tonghai Wu. Replacement scheme for lubricating oil based on Bayesian control chart[J]. IEEE Transactions on Instrumentation & Measurement, 2020, 70: 1-10. (中科院2区)

[54] Shuo Wang, Tonghai Wu*, Peng Zheng, Ngaiming Kwok. Optimized CNN model for identifying similar 3D wear particles in few samples[J]. Wear, 2020, 460-461: 203477. (中科院1区，top期刊)

[53] Pan Dou, Tonghai Wu*, Chaopeng Luo, Ngaiming Kwok. A time-domain ultrasonic approach for oil film thickness measurement with improved resolution and range[J]. Measurement Science and Technology,

        2020, 31(7): 075006. 

2019年论文

[52] Shuo Wang, Tonghai Wu*, KunPeng Wang, Thompson Sarkodie-Gyan.Ferrograph Analysis With Improved Particle Segmentation and Classification Methods[J]. ASME Journal of Computing and Information 

        Science in Engineering, 2020, 20(2): 021001. (ASME会刊)

[51] Ying Du, Tonghai Wu*, Shengxi Zhou, Viliam Makis. Remaining useful life prediction of lubricating oil with DPCA and PHM[J]. Part J: Journal of Engineering Tribology, 2019, 234(6):964-971. 

[50] Lingfeng Yang, Tonghai Wu*, Kunpeng Wang, Hongkun Wu, NgaimingKwok. Optimum Color and Contrast Enhancement for On-line Ferrography Image Restoration[J]. ASME Journal of Nondestructive Evalu

        ation, Diagnostics and Prognostics of Engineering Systems, 2019, 2(3): 031003.  (ASME会刊)

[49] Pan Dou, Tonghai Wu*, Zhaopeng Luo, Zhongxiao Peng,Thompson Sarkodie-Gyan. The application of the principle of wave superposition in ultrasonic measurement of lubricant film thickness[J]. Measureme

        nt, 2019, 137: 312-322. (中科院2区)

[48] Chan Xu, Tonghai Wu*, Yanwen Huo, Hongbin Yang. In-situ characterization of three dimensional worn surface under sliding-rolling contact[J]. Wear, 2019, 426-427: 1781-1787. (中科院1区，top期刊)

[47] Shuo Wang, Tonghai Wu*, Tao Shao, Zhongxiao Peng. Lntegrated model of BP neural network and CNN algorithm for automatic wear debris classification[J]. Wear, 2019, 426-427: 1761-1770.

       (中科院1区，top期刊)

[46] Shuo Wang, Tonghai Wu*, LingfengYang, NgaimingKwok, Thompson Sarkodie-Gyan. Three-dimensional reconstruction of wear particle surface based on photometric stereo[J]. Measurement, 2019, 133: 

        350-360. (中科院2区)

[45] Shuo Wang, Tonghai Wu*, Jun Chen, Yu Han, Ting Yao. The generation mechanism and morphological characterization of cutting debris based on the finite element method[J]. Proceedings of the Institution of

        Mechanical Engineers, Part J: Journal of Engineering Tribology, 2019, 233(1): 205-213. 

[44] Hongkun Wu, Ruowei Lia, NgaimingKwoka, Yeping Peng, Tonghai Wu, Zhongxiao Peng. Restoration of low-informative image for robust debris shape measurement in on-line wear debris monitoring[J]. Mech

        anical Systems and Signal Processing, 2019, 114(1): 539-555. (中科院1区，top期刊)

[43] Pan Dou, Tonghai Wu*, Zhaopeng Luo. Wide range measurement of lubricant film thickness based on ultrasonic reflection coefficient phase spectrum[J]. ASME, Journal of Tribology, 2019, 141(3).  (ASME会刊)

2018年论文

[42] Wenkui Xi, Tonghai Wu*, Ke Yan, Xujun Yang, Xiangjun Jiang, Ngaiming Kwok. Restoration of online video ferrography images for out-of-focus degradations[J]. J Image Video Proc. 2018, 2018(1): 31. 

[41] Zhihe Duan, Tonghai Wu*, Shuaiwei Guo, Tao Shao, Reza Malekian, Zhixiong Li. Development and trend of condition monitoring and fault diagnosis of multi-sensors information fusion for rolling bearings, a rev

         iew[J]. International Journal of Advanced Manufacturing Technology, 2018, 96(1-4): 803-819. 

[40] Zhihe Duan, Tonghai Wu*, Yuelei Zhang,Shuaiwei Guo. Design of an aircraft rolling bearings platform and its thermal performance evaluation[J]. Tehnicki Vjesnik-Technical Gazette, 2018, 25: 3. 

[39] Kai Zhang, Tonghai Wu, Qinghu Meng, Qingfeng Meng. Ultrasonic measurement of oil film thickness using piezoelectric element[J]. International Journal of Advanced Manufacturing Technology, 2018, 94

        (9-12): 3209-3215. 

2017年论文

[38]  Tonghai Wu*, Yeping Peng, Shuo Wang, Feng Chen, Ngaiming Kwok, Zhongxiao Peng. Morphological feature extraction based on multiview images for wear debris analysis in on-line fluid monitoring[J]. Trib

         ology Transactions, 2017, 60(3) : 408-418. 

[37]  Yeping Peng, Tonghai Wu*, Shuo Wang, Ying D , Ngaiming Kwok, Zhongxiao Peng. A microfluidic device for three-dimensional wear debris imaging in on-Line condition monitoring[J]. Proceedings of iMech

         e, Part J: Journal of Engineering Tribology, 2017, 231(8): 965-974. 

[36] Kai Zhang, Tonghai Wu*, Zhihe Duan, Qingfeng Meng, Qinghu Meng. An adaptive approach for recovering overlapping echoes in oil film thickness measurement by ultrasound[J]. Industrial Lubrication and T

        ribology, 2017, 69 (5): 788-797. 

[35] Yeping Peng, Tonghai Wu, Guangzhong Cao, Sudan Huang, Hongkun Wu, Ngaiming Kwok, Zhongxiao Peng. A hybrid search-tree discriminant technique for multivariate wear debris classification[J]. Wear, 

        2017, 392-393: 152-158. (中科院2区，top期刊)

[34] Xiaogang Zhang, Sangarapillai Kanapathipillai, Tonghai Wu, Zhongxiao Peng. Frictional behaviour and friction mechanisms of rolling-sliding contact in mixed EHL[J]. Tribology international, 2017, 114: 201-2

       07. (中科院1区，top期刊)

[33] Ying Du, Tonghai Wu*, Longxin Wang, Renjie Gong.  Investigation on on-line monitoring method for lubricating oil deterioration[J]. Mechanics & Industry, 2017, 18, 402: 1-8. DOI: 10.1051/meca/2017022. 

[32] Zhinan Zhang, Jun Liu, Tonghai Wu, Youbai Xie. Effect of carbon nanotubes on friction and wear of a piston ring and cylinder liner system under dry and lubricated conditions[J]. Friction,  2017, 5(2): 147-15

        4. (中科院1区，top期刊)

[31] Yeping Peng, Tonghai Wu*, Shuo Wang, Zhongxiao Peng. Wear state identification using dynamic features of wear debris for on-line purpose[J]. Wear, 2017, 376: 1885-1891.  (中科院2区，top期刊)

[30] Ying Du, Tonghai Wu*, Viliam Makis. Parameter estimation and remaining useful life prediction of lubricating oil with HMM[J]. Wear, 2017, 376: 1227-1233.  (中科院2区，top期刊)

[29] Ying Du, Tonghai Wu*, Renjie Gong. Properties of Water Contaminated Lubricating Oil: Variation with Temperature and Small Water Content[J]. Tribology - Materials, Surfaces & Interfaces, 2017, 11(1): 1-6. 

[28] Shuo Wang, Tonghai Wu*, Hongkun Wu, Ngaiming Kwok. Modeling wear state evolution using real time wear debris features[J]. Tribology Transactions, 2017, 60(6): 1022-1032. 

2016年论文  

[27] Wu Hongkun, Kwok Ngai Ming, Liu Sanchi, Wu Tonghai, Peng Zhongxiao. A Prototype of On-line Extraction and Three-dimensional Characterisation of Wear Particle Features from Video Sequence[J]. Wear, 20

       16, 368-369: 314-325. (中科院2区，top期刊)

[26] Qunfeng Zeng*, Guangneng Dong, Yanling Yang, Tonghai Wu. Performance deterioration analysis of the used gear oil[J]. Advances in Chemical Engineering and Science, 2016, 6: 67-75.

[25] 程俊, 王硕, 武通海*, 陈峰. 基于拓展有限元的齿轮点蚀磨粒形态学特征模拟[J]. 机械工程学报, 2016, 15(52): 99-105. 

[24]Tonghai Wu*, Ying Du, Yang Li, Shuo Wang, Zhinan Zhang. Synthesized multi-station tribo-test system for bio-tribological evaluation in vitro[J]. Chinese Journal of Mechanical Engineering, 2016, 29(04): 853

       -861. 

[23] Yali Zhang, Xiaogang Zhang, Tonghai Wu, Youbai Xie. Effects of surface texturing on the tribological behavior of piston rings under lubricated conditions[J]. Industrial Lubrication and Tribology, 2016, 68(2): 1

        58-169.  

2015年论文 

[22] Ngaiming Kwok∗, Haiyan Shi, Gu Fang, Quang Ha, Ying-Hao Yu, Tonghai Wu, Huaizhong Li and Thai Nguyen. Color image enhancement using correlated intensity and saturation adjustments[J]. Journal of Modern Optics, 2015, 62(7): 536-547. 

[21] Yeping Peng, Tonghai Wu*, Shuo Wang, Zhongxiao Peng. Oxidation wear monitoring based on the color extraction of on-line wear debris[J]. Wear, 2015, 332-333: 1151-1157. (中科院2区，top期刊)

[20] Yeping Peng, Tonghai Wu*, Shuo Wang, Ngai-ming Kwok, Zhongxiao Peng. Motion-Blurred Particle Image Restoration for On-line Wear Monitoring[J]. Sensors, 2015, 15(4): 8173-8191. 

[19] G. Jiang, C.Y. Wong, S.C.F. Lin, M.A. Rahman, T.R. Ren, Ngaiming Kwok*, Haiyan Shi, Yinghao Yu, Tonghai Wu. Image contrast enhancement with brightness preservation using an optimal gamma correction and weighted-sum approach[J]. Journal of Modern Optics, 2015, 62(7): 536-547.  

2014年论文

[18]Tonghai Wu*, Yeping Peng, Ying Du, Junqun Wang. Dimensional description of on-line wear debris images for wear characterization[J]. Chinese Journal of Mechanical Engineering, 2014, 27(6): 1280-1286.  

[17] Tonghai Wu*, Hongkun Wu, Ying Du, Ngaiming Kwok, Zhongxiao Peng. Imaged wear debris separation for on-line monitoring using gray level and integrated morphological features[J]. Wear, 2014, 316 (1-2): 19-29. (中科院2区，top期刊)

[16] Tonghai Wu*, Yeping Peng, Hongkun Wu, Xiaogang Zhang, Junqun Wang. Full-life dynamic identification of wear state based on on-line wear debris image features[J]. Mechanical Systems and Signal Processing, 2014, 42(1,2): 404-414.  (中科院1区，top期刊)

[15] Tonghai Wu*, Renjie Gong, Xiaogang Zhang, Chenxing Sheng. A conductivity-based sensor for detecting micro-water in on-line oil analysis[J]. IFMATT, 2014, 850-821: 279-283. 

[14] Tonghai Wu*, Yeping Peng, Chenxing Sheng, Jiaoyi Wu. Intelligent identification of wear mechanism via on-line ferrograph images[J]. Chinese Journal of Mechanical Engineering, 2014, 27(02): 411-417. 

[13] Hongkun Wu, Tonghai Wu*, Yeping Peng, Zhongxiao Peng. Watershed-based morphological separation of wear debris chains for on-line ferrograph analysis[J]. Tribology Letters, 2014, 53(2): 411-420.   

2013年论文

[12] Tonghai Wu*, Hongkun Wu, Ying Du, Zhongxiao Peng. Progress and trend of sensor technology for on-line oil monitoring[J]. Science China Technological Sciences, 2013, 56(12): 2914–2926.  

[11] Jiaoyi Wu, Xinyan Mi, Tonghai Wu, Junhong Mao, Youbai Xie.A wavelet-analysis-based differential method for engine wear monitoring via on-line visual ferrograph[J]. Proc  IMechE Part J: J of Engineering Tribology, 2013, 227(12): 1356-1366. 

2012年论文

[10] Tonghai Wu*, Junqun Wang ,Yeping Peng, Yali Zhang. Description of wear debris from on-line ferrograph images by their statistical color[J]. Tribology Transactions, 2012, 55(5): 606-614.

[9] Chenxing Sheng, Tonghai Wu, Yuelei Zhang. Non-destructive testing of marine diesel engines using integration of ferrographic analysis and spectrum analysis[J]. INSIGHT- Non-Destructive Testing and Conditio

      n Monitoring, 2012, 54(7): 394–398. 

2011年论文

[8] Tonghai Wu*, Dongfeng Diao, Liang Fang. Abrasive wear mechanisms of sand particles intruding into ATM roller-scraper tribosystem[J]. Chinese Journal of Mechanical Engineering, 2011, 24(5): 905-910.  

[7] Tonghai Wu*, Junqun Wang, Jiaoyi Wu, Youbai Xie, Junhong Mao. Wear characterization by an on-line ferrograph image[J]. Proc IMechE Part J: J Engineering Tribology, 2011,13(225): 23-34. 

2010年论文

[6] Tonghai Wu*, Weigang Wang, Jiaoyi Wu, Junhong Mao, Youbai Xie.Improvement on on-line ferrograph image identification[J]. Chinese Journal of Mechanical Engineering, 2010, 23(1): 1-6.

2009年论文

[5] Tonghai Wu, Junhong Mao, Jintao Wang, Jiaoyi Wu, Youbai Xie.A new on-line visual ferrograph[J]. Tribology Transactions, 2009, 52: 623-631.  

2008年论文

[4]Tonghai Wu*, Junhong Mao, Guangneng Dong, Hua Xu, Youbai Xie. Journal bearing wear monitoring via on-line visual ferrography[J]. Advanced Materials Research, 2010, 44-46: 189-194. 

[3] 武通海*, 邱辉鹏, 吴教义，毛军红，谢友柏. 图像可视在线铁谱传感器的图像数字化处理技术[J]. 机械工程学报, 2008, 9: 83-87.

[2] 武通海*, 刁东风. 沙尘粒子对轮-铲摩擦学系统的侵入机制分析[J]. 摩擦学学报, 2008, 28(2): 184-188.

2005年论文

[1] Dongfeng Diao, Tonghai Wu. Tribology in natural sand dust environment[J]. Tribology Online, 2008, 3 (7): 370-375.

2019年会议论文

[17] Chan Xu, Tonghai Wu*, Yanwen Huo, Hongbin Yang. In-situ characterization of three dimensional worn surface under sliding-rolling contact. 22nd International Conference on Wear of Materials (WOM2019). 

        (International Conference, Oral Presentation)

[16] Shuo Wang, Tonghai Wu*, Tao Shao, Zhongxiao Peng. Integrated model of BP neural network and CNN algorithm for automatic wear debris classification. 22nd International Conference on Wear of Materials (W

       OM2019). (International Conference, Oral Presentation)

2017年会议论文

[15] Zhihe Duan, Tonghai Wu*, Shuaiwei Guo, Tao Shao, Yanwen Huo. The identification of lubrication state of inner ring and roller element under sliding condition. 6st World Tribology Congress, (WTC2017), Beijing, 

        China, 17-22 September 2017. (International Conference, Poster Presentation)

[14] Longxin Wang, Tonghai Wu*, Shuo Wang, Lingfeng Yang. Adaptive adjustment of sampling parameters for on-line wear monitoring based on wear debris image features. 6st World Tribology Congress, (WTC201

        7), Beijing, China, 17-22 September 2017. (International Conference, Poster Presentation)

[13] Yali Zhang, Zhiqiang Wang, NaQin, Xiaogang Zhang, Tonghai Wu. Friction coefficient and friction reduction of rolling-sliding contact in mixed EHL. 6st World Tribology Congress, (WTC2017), Beijing, China, 17-2

        2 September 2017. (International Conference, Poster Presentation)

[12] Kai Zhang, Pan Dou, Tonghai Wu*. Measurement of lubrication film thickness of titling-pad thrust bearing by ultrasonic methods. 6st World Tribology Congress, (WTC2017), Beijing, China, 17-22 September 201

        7. (International Conference, Oral Presentation)

[11] Pan Dou, Tonghai Wu*, Kai Zhang. Non-intrusive measurement of lubricant film thickness distribution of thrust bearings. 6st World Tribology Congress, (WTC2017), Beijing, China, 17-22 September 2017.

        (International Conference, Oral Presentation)

[10] Tao Shao, Tonghai Wu*, Yeping Peng, Shuaiwei Guo. A fuzzy clustering-based BP neural network for intelligent wear debris recognition. 6st World Tribology Congress, (WTC2017), Beijing, China, 17-22 Septembe

        r 2017. (International Conference, Oral Presentation)

[9] Yeping Peng, Tonghai Wu*, Lingfeng Yang, NgaimingKwok. Online characterization of rolling element bearing wear status using oil debris features. 6st World Tribology Congress, (WTC2017), Beijing, China, 17-22 

      September 2017. (International Conference, Oral Presentation) 

[8] Shuo Wang, Tonghai Wu*, Lingfeng Yang, Longxin Wang. Three-dimensional feature extraction of wear particle based on multiobjects tracking and recognition. 6st World Tribology Congress, (WTC2017), Beijing, 

      China, 17-22 September 2017. (International Conference, Oral Presentation)

[7] Ying Du, Tonghai Wu*, Viliam Makis. Parameter estimation and residual life prediction for deteriorating lubricating oil based on hidden semi-Markov modeling. 6st World Tribology Congress, (WTC2017), Beijing, 

     China, 17-22 September 2017. (International Conference, Oral Presentation) 

[6] Xiaogang Zhang, Yali Zhang, Tonghai Wu, Sangarapillai, KANAPATHIPILLAI, Zhongxiao Peng. Numerical prediction of the optimal surface roughness of boundary friction. 6st World Tribology Congress, (WTC201

     7), Beijing, China, 17-22 September 2017. (International Conference, Oral Presentation)

2016年会议论文

[5] Ying Du, Tonghai Wu*, V. Makis. Remaining useful life prediction of lubricating oil using condition monitoring and HMM. 21st International Conference on Wear of Materials, (WOM2017), California, USA, 26-30 M

      arch 2017. (International Conference, Poster Presentation)

[4] Yeping Peng, Tonghai Wu*, Shuo Wang, Zhongxiao Peng. Wear state identification using comprehensive dynamic features of on-line wear debris. 21st International Conference on Wear of Materials, (WOM2017), 

      California, USA, 26-30 March 2017. (International Conference, Poster Presentation)

2015年会议论文

[3] Ying Du, Tonghai Wu*, Jun Cheng, RJ Gong. Lubricating oil deterioration on a four-ball test rig via on-line monitoring[C]//Proceedings of Malaysian International Tribology Conference 2015. Malaysian Tribology S

      ociety, 2015, 2015: 185-186. (International Conference)

[2] Ying Du, Tonghai Wu*, Jun Cheng. Age detection of lubricating oil with on-line sensors. Proceedings of IEEE Sensors 2015. Busan, South Korea, 1-4 November, 2015. (International Conference)

2014年会议论文

[1] Yeping Peng, Tonghai Wu*, Shuo Wang, Zhongxiao Peng. Oxidation wear monitoring based on the color extraction of on-line wear debris. 20th International Conference on Wear of Materials (WOM2015), Toront

      o, Canada, 12-16 April 2015. (International Conference, Oral Presentation)