Selected Publications
[1]Xiao, D., Huang, Y., Qin, C., Liu, Z., Li, Y., & Liu, C. (2019). Transfer learning with convolutional neural networks for small sample size problem in machinery fault diagnosis. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 0954406219840381.
[2]Xiao, D., Huang, Y., Qin, C., Shi, H., & Li, Y. (2019). Fault Diagnosis of Induction Motors Using Recurrence Quantification Analysis and LSTM with Weighted BN. Shock and Vibration, 2019.
[3]Zhang Y, Li Y, Huang Y, et al. A Path Tracking Method for Autonomous Rice Drill Seeder in Paddy Fields[C]//MATEC Web of Conferences. EDP Sciences, 2018, 220: 04004.
[4]Cai, C., Huang, Y., Wang, K., Li, Y., & Xing, H. (2018, August). Data-Driven Based State Recognition Method for Airliner Fuselage Join. In 2018 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC) (pp. 171-175). IEEE.
[5]Xiao, D., Huang, Y., Zhang, X., Shi, H., Liu, C., & Li, Y. (2018, October). Fault Diagnosis of Asynchronous Motors Based on LSTM Neural Network. In 2018 Prognostics and System Health Management Conference (PHM-Chongqing) (pp. 540-545). IEEE
[6]Huang Y, Li Y, Liu C, et al. A feature extraction method based on probabilistic Principal components analysis and sampling importance resampling for bearing fault detection[C]// IEEE International Conference on Prognostics & Health Management. 2017.
[7]Li Y , Xi X , Xie J , et al. Study and Implementation of a Cooperative Hoisting for Two Crawler Cranes[J]. Journal of Intelligent & Robotic Systems, 2016, 83(2):165-178.
[8]Du W, Tao J, Li Y, et al. Wavelet leaders multifractal features based fault diagnosis of rotating mechanism[J]. Mechanical Systems and Signal Processing, 2014, 43(1): 57-75.
[9]Yanming Li, Shuangyuan Wang, and Bingchu Li ,Improved Visual Hook Capturing and Tracking for Precision Hoisting of Tower Crane[J], Advances in Mechanical Engineering, Volume 2013, Article ID 426810, 8 pages, http://dx.doi.org/10.1155/2013/426810
[10]Yanming Li, Chengliang Liu,Integrating field data and 3D simulation for tower crane activity monitoring and alarming[J],Automation in Construction, 27(2012):111–119.