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Shuzhi Song, Xin Zhang*, Yongqi Chang, Yi Shen. An Improved Structural Health Monitoring Method Utilizing Sparse Representation for Acoustic Emission Signals in Rails. IEEE Transactions on Instrumentation and Measurement, 2023.
Yifei Chen,· Xin Zhang*,· Dandan Li, et al. Automatic segmentation of thyroid with the assistance of the devised boundary improvement based on multicomponent small dataset. Applied Intelligence, 2023.
Yongqi Chang, Xin Zhang*, Shuzhi Song, Qinghua Song, Yi Shen. Rail crack defect recognition based on a multi-feature fusion algorithm using electromagnetic acoustic emission technique. Measurement Science and Technology, 2023.
Chang Y, Zhang X*, Lin C, et al. An Efficient Method for Wheel-Flattened Defects Detection Based on Acoustic Emission Technique. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2022.
Shuzhi Song, Xin Zhang*, Qiushi Hao, Yan Wang, Naizhang Feng, Yi Shen. An improved reconstruction method based on auto-adjustable step size sparsity adaptive matching pursuit and adaptive modular dictionary update for acoustic emission signals of rails. Measurement, 2022.
Wang K, Zhang X*, Song S, et al. Feasibility investigation of rail monitoring by wheel-mounted acoustic emission technology using two-dimensional analytical contact acoustic nonlinearity model. Measurement Science and Technology, 2022.
Kangwei Wang, Xin Zhang*, Shuzhi Song, et al. Rail Steel Health Analysis Based on a Novel Genetic Density-based Clustering Technique and Manifold Representation of Acoustic Emission Signals, Applied Artificial Intelligence, 2021.
Zhang, Xin*; Sun, Tiantian; Wang, Yan; Wang, Kangwei; Shen, Yi; "A parameter optimized variational mode decomposition method for rail crack detection based on acoustic emission technique", Nondestructive Testing and Evaluation, 2021.
Chen Y, Li D, Zhang X, et al. Computer aided diagnosis of thyroid nodules based on the devised small-datasets multi-view ensemble learning. Medical Image Analysis, 2021.
Zhang, Xin*; Wang, Kangwei; Wang, Yan; Shen, Yi; Hu, Hengshan; "Rail crack detection using acoustic emission technique by joint optimization noise clustering and time window feature detection", Applied Acoustics, 2020.
Wang, Kangwei; Hao, Qiushi; Zhang, Xin*; Tang, Zhiyi; Wang, Yan; Shen, Yi; "Blind source extraction of acoustic emission signals for rail cracks based on ensemble empirical mode decomposition and constrained independent component analysis", Measurement, 2020.
Chen Y, Zhang X, Li D, et al. Classification of a Small-data-set Thyroid Nodules Based on Supplementary Feature Layer Improved VGG16. 39th Chinese Control Conference 2020.
Song S, Zhang X*, Sun T, et al. Classification of Acoustic Emission Signals from Rail Cracks by Binary Particle Swarm Optimization Combined with SVM. 39th Chinese Control Conference 2020.
郝秋实,沈毅,王艳,章欣,刘俭.高速铁路轮轨滚动噪声的分形描述及分形维估计.声学学报,2020.
Wang, Kangwei; Zhang, Xin*; Hao, Qiushi; Wang, Yan; Shen, Yi; "Application of improved least-square generative adversarial networks for rail crack detection by AE technique", Neurocomputing, 2019.
Qiushi Hao, Yi Shen, Yan Wang, Xin Zhang. A fractal model of acoustic emission signals in sliding friction. Tribology Letters, 2019.
Zhang, Xin*; Zou, Zhongxian; Wang, Kangwei; Hao, Qiushi; Wang, Yan; Shen, Yi; Hu, Hengshan; "A new rail crack detection method using LSTM network for actual application based on AE technology", Applied Acoustics, 2018.
Zhang, Xin*; Hao, Qiushi; Wang, Kangwei; Wang, Yan; Shen, Yi; Hu, Hengshan; "An investigation on acoustic emission detection of rail crack in actual application by chaos theory with improved feature detection method", Journal of Sound and Vibration, 2018.
Zhang, Xin*; Cui, Yiming; Wang, Yan; Sun, Mingjian; Hu, Hengshan; "An improved AE detection method of rail defect based on multi-level ANC with VSS-LMS", Mechanical Systems and Signal Processing, 2018.
Zhang, Xin*; Tang, Zhiyi; Hao, Qiushi; Wang, Yan; Shen, Yi; Hu, Hengshan; "AE detection of crack signal in tank shell using the multi-sensors with adaptive weighted fusion method", IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2018.
Hao, Qiushi; Zhang, Xin*; Wang, Kangwei; Shen, Yi; Wang, Yan; "A signal-adapted wavelet design method for acoustic emission signals of rail cracks", Applied Acoustics, 2018.
Hao, Qiushi; Zhang, Xin*; Wang, Yan; Shen, Yi; Makis, Viliam; "A novel rail defect detection method based on undecimated lifting wavelet packet transform and Shannon entropy-improved adaptive line enhancer", Journal of Sound and Vibration, 2018.
Wang, Kangwei; Zhang, Xin*; Han, Ruidong; Wang, Yan; Shen, Yi; "An improved recovery method of rail crack signal based on least-square deconvolution algorithm with sectional regulatory factors", IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2018.
Qiushi Hao, Yi Shen, Yan Wang, Xin Zhang. Detection method based on Kalman filter for high speed rail defect AE signal on wheel-rail rolling rig. Nondestructive Testing and Evaluation, 2018.
章欣*; 王艳; 胡恒山; 孙明健; 沈毅; 声发射技术在铁路系统检测中的研究和应用, 应用声学,36(3):189-199, 2017.
Zhang, Xin*; Wang, Kangwei; Wang, Yan; Shen, Yi; Hu, Hengshan; "An improved method of rail health monitoring based on CNN and multiple acoustic emission events", IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2017.
Zhang, Xin*; Wang, Yan; Wang, Kangwei; Shen, Yi; Hu, Hengshan; "Rail crack detection based on the adaptive noise cancellation method of EMD at high speed", IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2017.
Wang, Kangwei; Zhang, Xin*; Yue, Yamei; Wang, Yan; Shen, Yi; "Modeling of wheel-rail coupling contact by submodeling technique for elastic wave propagation", 36th Chinese Control Conference (CCC), 2017.
Sun Ming-Jian, Cheng Xing-Zhen, Wang Yan, Zhang Xin, Shen Yi, Feng Nai-Zhang.Method for detecting high-speed rail surface defects by photoacoustic signal. ACTA PHYSICA SINICA, 2016.
Zhang, Xin*; Feng, Naizhang; Wang, Yan; Shen, Yi; "Acoustic emission detection of rail defect based on wavelet transform and Shannon entropy", Journal of Sound and Vibration, 2015.
章欣*; 冯乃章; 王艳; 沈毅; "钢轨裂纹伤损声发射源的建模仿真与特征分析", 声学学报, 40(4):537-545, 2015.
Zhang, Xin*; Feng, Naizhang; Wang, Yan; Shen, Yi; "Feature analysis of acoustic emission sources for rail crack detection by the finite element method", Chinese journal of acoustics, 34: 203-215, 2015.
Zhang, Xin*; Feng, Naizhang; Zou, Zhongxian; Wang, Yan; Shen, Yi; "An investigation on rail health monitoring using acoustic emission technique by tensile test", IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2015 .
Feng, Naizhang; Zhang, Xin*; Zou, Zhongxian; Wang, Yan; Yi, Shen; "Rail health monitoring using acoustic emission technique based on NMF and RVM", IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2015 .
Zhang, Xin*; Feng, Naizhang; Wang, Yan; Shen, Yi; "An analysis of the simulated acoustic emission sources with different propagation distances, types and depths for rail defect detection", Applied Acoustics, 2014.
Wei, Qiang; Zhang, Xin; Wang, Yan; Feng, Naizhang; Shen, Yi; "Rail defect detection based on vibration acceleration signals", 2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).
Zhang, Xin*; Wang, Yan; Feng, Naizhang; Shen, Yi; "Flaw detection in high speed train's rail based on EMD and PSD", 2011 IEEE International Instrumentation and Measurement Technology Conference.
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