学术论文

2023年论文

[83] 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. 

[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, 2023. (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 SFS-CNN hybrid model for in-suit wear assessment [J]. Wear, 2023.  (中科院1区，top期刊)

[80] Qinghua Wang, Shuo Wang, Tonghai Wu*, Tao Shao, Yue Shu, Thompson Sarkodie-Gyan. Lambertian reflection separation under high reflectiveness for worn surface reconstruction with insufficient samples [J]. IEEE Transactions on Instrumentation and Measurement, 2023,72: 3520310. (中科院2区)

[79] 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)

[78] 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)

[77] 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)

[76] 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

[75] 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 Systems and Signal Processing, 2022, 180: 109453. (中科院1区，top期刊)

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

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

[72] 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)

[71] 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)

[70] 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: 108114. (中科院1区，top期刊)

[69] 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 International, 2022, 165: 107290. (中科院1区，top期刊)

2021年论文

[68]  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 Mechanical Engineers Part J Journal of Engineering Tribology, 2021, 0(0): 1-8.

[67] 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 Engineers Part J Journal of Engineering Tribology, 2021, 0(0): 1-13.

[66] 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)

[65] 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 Journal of Engineering Tribology, 2021, 0(0): 1-14.

[64] 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 System Safety, 2021, 210: 107546. (中科院1区，top期刊)

[63] 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)

[62] 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)

[61] 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 and Signal Processing, 2021, 156: 107669. (中科院1区，top期刊)

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

[59] 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)

[58] 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

[57] 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)

[56] 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)

[55] 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

[54] 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)

[53] 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. 

[52] 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 Evaluation, Diagnostics and Prognostics of Engineering Systems, 2019, 2(3): 031003.  (ASME会刊)

[51] 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]. Measurement, 2019, 137: 312-322. (中科院2区)

[50] 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)

[49] Shuo Wang, Tonghai Wu*, Tao Shao, Zhongxiao Peng. Integrated 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)

[48] 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)

[47] 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. 

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

[45] 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

[44] 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. 

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

[42] 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. 

[41] 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

[40] Yeping Peng, Tonghai Wu, Guangzhong Cao, Sudan Huanga , Hongkun Wuc , Ngaiming Kwok. 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)

[39] Kun Yang, Xinwei Sun, Xiong Zeng, Tonghai Wu. Research on influence of water content to the measurement of wear particle concentration in turbine oil online monitoring simulation[J]. Wear, 2017, 376-377: 1222-1226. (中科院2区，top期刊)

[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]. Tribology 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 iMeche, 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 Tribology, 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: 201-207. (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): 147-154. (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, 2016, 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): 158-169.  

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 Condition 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 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. 

[5] 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. 

2009年论文

[4] 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

[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.

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

会议论文

2021年会议论文

[19] Shuo Wang, Tonghai Wu*, Kunpeng Wang. Automated 3D ferrograph image analysis for similar particle identification with the knowledge-embedded double-CNN model. 23nd International Conference on Wear of Materials (WOM2021). (International Conference, Oral Presentation)

[18] Yaping Jia, Tonghai Wu*, Pan Dou, Min Yu. Temperature Compensation Strategy for Ultrasonic-based Measurement of Oil Film Thickness. 23nd International Conference on Wear of Materials (WOM2021). (International Conference, Oral Presentation)

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 (WOM2019). (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, (WTC2017), 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, 17-22 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 2017. (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 September 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, (WTC2017), 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 March 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 Society, 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), Toronto, Canada, 12-16 April 2015. (International Conference, Oral Presentation)

发明专利

[26] 武通海, 韩宇. 面向单线圈磁感应式磨粒探测传感器的信号识别方法. 专利号: ZL201910185035.X.(授权日: 2020.8.14)

[24] 武通海, 邵涛, 王硕, 陈峰. 一种多纹理特征融合的磨粒类型自动识别方法. 专利号: ZL201810118514.5.(授权日: 2020.3.24)

[23] 武通海, 邵涛, 王硕, 陈峰. 一种基于颜色主分量提取的磨粒材质自动识别方法. 专利号: ZL201810162476.3.(授权日: 2021.1.19)

[22] 武通海, 窦潘, 罗朝鹏. 利用超声反射系数相位谱连续检测全尺度润滑膜厚的方法及系统. 专利号: ZL201810108332.X.(授权日: 2019.8.13)

[21] 武通海, 段志和, 陈渭, 郭帅伟. 一种基于界面摩擦性能监测的滚滑摩擦全寿命测试装置.专利号: ZL201610504922.5. (授权日: 2018.10.23)

[20] 武通海, 张凯, 窦潘, 陈渭, 孟庆虎. 一种滚子轴承接触区润滑膜厚度的超声检测方法. 申请号: 2017102106521.

[19] 武通海, 杨羚烽, 霍彦文等. 一种基于近场非标准光源的磨痕三维形貌原位获取方法. 申请号: 201710794117.5.

[18] 武通海, 王硕, 霍彦文等. 一种基于光度立体视觉的多个磨粒三维形貌同步获取方法. 专利号: ZL201710794153.1. (授权日: 2019.9.4)

[17] 武通海, 王龙鑫, 彭业萍等. 一种基于磨粒图像颜色提取的在线氧化磨损状态监测方法. 申请号: 201610052551.1.

[16] 武通海, 张凯, 孟庆虎等. 一种滑动轴承全域润滑膜厚分布的检测方法.  专利号: ZL201310260854.9. (授权日: 2016.08.17)

[15] 戚社苗, 李辉, 刘恒, 武通海等. 一种采用错位瓦滑动轴承支承的滚动轴承动态性能试验机.专利号: 201510278250.6.

[14] 戚社苗, 李辉, 刘恒, 武通海等. 采用动静压混合轴承支承的滚动轴承静动态性能试验机. 专利号: ZL201510278268.6. (授权日: 2017.11.3)

[13] 戚社苗, 李辉, 刘恒, 武通海等. 一种采用可倾瓦轴承支承的高速滚动轴承动态性能试验机. 专利号:  ZL201510278250.6. (授权日: 2017.11.3)

[12] 武通海, 徐金平, 吴虹堃, 王硕, 李小芳 . 一种风电变速器的润滑油在线监测方法. 专利号: ZL201510141574.5. (授权日：2017.11.03）

[11] 王玲, 武通海, 申皓等. 面向自然关节组织体外评价的多物理场综合测试系统.专利号: ZL201310565648.9. (授权日: 2015.08.26)  

[10] 武通海, 吴虹堃, 彭业萍等. 面向在线铁谱图像自动识别的磨粒链自适应分割方法. 专利号: ZL201310675708.2. (授权日: 2016.12.11)

[9] 武通海, 彭业萍, 吴虹堃等. 一种基于数字视频的快速铁谱分析方法. 专利号: ZL201310343023.8. (授权日: 2016.01.20)  

[8] 武通海, 吴虹堃, 彭业萍等. 一种基于视频获取的润滑油磨粒在线监测探头. 专利号: ZL201310141314.9. (授权日: 2015.01.07)  

[7] 武通海, 彭业萍, 吴虹堃等. 一种基于视频获取的润滑油磨粒在线监测与分析方法. 专利号: ZL201310141313.4. (授权日: 2015.02.25)

[6] 陈渭, 李文岩, 武通海. 配对安装圆锥滚子轴承的载荷计算方法. 专利号: ZL201210332336.9. (授权日: 2014.09.03)

[5] 武通海, 张小刚, 张乐等. 基于电导率测量的直插式润滑油微量水分传感器. 专利号: ZL201210085008.3. (授权日: 2014.01.29)

[4] 武通海, 张小刚, 张乐等. 基于电导率测量的在线润滑油微量水分传感器. 专利号: ZL201210084173.7. (授权日: 2014.01.29)

[3] 武通海, 彭业萍, 张小刚等. 基于数字图像处理的磨损原位测量装置及方法. 专利号: ZL201210076357.9. (授权日: 2014.01.29)

[2] 武通海, 张小刚, 张乐等. 一种基于电感量测量的在线油液颗粒传感器. 专利号:ZL201210167540.X. (授权日: 2014.07.23)

[1] 武通海, 张小刚, 张乐等. 一种磨损原位测量的摩擦磨损试验机. 申请号: 201110219851.1.

软件著作

[15] 膜厚与磨损在线超声同步测量软件  登记号:2022SR1022313.

[14] 燃油泵关键摩擦副润滑膜厚在线超声测量软件 登记号:2022SR1022772.

[13] 滚滑试验台数据测量和设备控制软件系统 登记号:2017SR520373.

[12] 氧化磨粒在线监测系统 登记号:2015SR164379.

[11] 磨粒特征在线提取系统 登记号: 2015SR162879.

[10] 船舶润滑油在线监测系统 登记号: 2015SR162247.

[9] 往复式生物摩擦试验分析系统. 登记号: 2015SR038282.

[8] 在线油液监测系统. 登记号: 2014SR176445.

[7] 在线铁谱图像处理与多信息提取系统. 登记号: 2014SR117282.

[6] 铁谱在线监测视频单帧图片提取与处理系统. 登记号: 2013SR081796.

[5] 油液图像-视频在线监测系统. 登记号: 2013SR081100.

[4] 铁谱图像统计分析系统. 登记号: 2012SR100568.

[3] 铁谱图像磨粒形态学特征的提取与分析系统. 登记号: 2012SR100564.

[2] 磨痕在线测量系统. 登记号: 2011SR032652. 

[1] 在线铁谱图像处理系统. 登记号: 2011SR016331.

[4] GB/T 42983.4-2023. 工业机器人 运行维护 第4部分: 预测性维护 [S].

[3] GB/T 42983.3-2023. 工业机器人 运行维护 第3部分: 健康评估 [S].

[2] GB/T 42983.2-2023. 工业机器人 运行维护 第2部分: 故障诊断 [S].

[1] GB/T 42983.1-2023. 工业机器人 运行维护 第1部分: 在线监测 [S].