百晓学者学者目录

张淑清

燕山大学电气工程学院

个人简介

张淑清,女,燕山大学电气工程学院教授、博士生导师。主要研究方向包括:大数据分析与数据挖掘、人工智能算法;智能电网领域的能源互联网、电能质量分析、电力负荷预测、电网储能系统及小电流接地系统故障选线;状态监测与故障诊断中的轧机、磁悬浮飞轮储能系统、滚动轴承及变速箱健康分析;基于STM32的嵌入式仪器开发与信息物理系统(CPS)实现;人工智能与图像处理在认知障碍检测及智能交通车辆识别中的应用。

精选作品

期刊论文

  1. 刘大鹏,罗嘉宾,刘勇,穆勇,张淑清,胡皓(2026). 基于多尺度极值点峰距优化Shapelet的分类方法及应用. 《计量学报》.
  2. Jincheng Jiang, Qing Yan, Yanlan Hu, Qi-Cai Ni, Fang Liu, Huan Jin, Hong-Jun Ma, Guan-Yun Xiao, G. Colombo, Shuqing Zhang, Yu Chen, Xianzhou Zhao, Xinxin Zhu, Biao Shen, Ye-Zheng Xiao (2026). Experimental study on quench detection of fiber-optic sensors for high-temperature superconducting model conductors of China’s next-generation fusion magnets. Superconductors Science and Technology.DOI
  3. Mingliang Liu, Yu Wu, Fang Liu, Zheng Kuang, Yingying Han, Yi Shi, Hua-Jun Liu, Shuqing Zhang (2026). Design and implementation of a digital monitoring and 3D interactive visualization system for Super-X. Journal of Instrumentation.DOI
  4. Mingliang Liu, Yu Wu, Shuqing Zhang, Li-Biao Hu, Xiao-Hui Guan, Yi Shi, Hua-Jun Liu, Fang Liu (2026). Reconstruction and prediction of temperature distribution in Super-X superconducting magnets based on deep learning. Fusion engineering and design.DOI
  5. Shuai Hu, Zhao-Ran Wang, Wen Hong, Shuo-Wei Gao, Shenquan Xue, Shuqing Zhang, Xin-Tao Zhang, T. Qu, Fang Liu, Hua-Jun Liu (2026). A 400 MHz High-Temperature superconducting NMR magnet with Metal-Insulated Windings: Prototype verification and cryogenic performance testing. Cryogenics (Guildford).DOI
  6. Shuliang Ma, Ye-Zheng Xiao, Liang Guo, Jianhua Yang, Yuanyuan Ma, Xiaofeng Han, Shuqing Zhang, Tuo Wu, Yanlan Hu, Hua-Jun Liu (2026). High-frequency current monitoring system for superconducting magnet insulation assessment and preliminary experimental verification. Fusion engineering and design.DOI
  7. Ji Zhong Wang, Wei DONG, Jin Shan Lin, Xiu mei Zhang, Shuqing Zhang (2026). Dispersion transition entropy: dual-modal feature fusion based on global attention mechanism for time series feature representation. Scientific Reports.DOI
  8. 赵欣,罗嘉宾,姜安琦,胡皓,马宇坤,张淑清(2025). 基于改进相空间重构和多通道卷积-FPN网络的光伏功率短期预测. 《太阳能学报》.
  9. 刘海涛,武祥,张淑清,刘大鹏,刘勇,穆勇(2025). 基于优化广义S变换和混合输入神经网络的电能质量扰动识别. 《计量学报》.
  10. 刘大鹏,罗嘉宾,刘勇,穆勇,董彪,张淑清(2025). 基于Wave-ViT的改进多通道深度残差网络的电能质量扰动分类. 《计量学报》.
  11. Shuai Hu, Hua-Jun Liu, Fang Liu, Zhao-Ran Wang, Wen Hong, Shuo-Wei Gao, Liang Guo, Hong-Jun Ma, Shenquan Xue, Shuqing Zhang, Dong-sheng Yang, Liangjun Shao, T. Qu, Jiamin Zhu, Xintao Zhang (2025). Design, Fabrication, and Test of a 16 T 100 mm all-REBCO Superconducting Magnet. IEEE transactions on applied superconductivity.DOI
  12. Shuliang Ma, Tuo Wu, Hua-Jun Liu, Jianhua Yang, Liang Guo, Yanlan Hu, Yuanyuan Ma, Xiaofeng Han, Shuqing Zhang, Shengquan Xue, Jia-Hui Hu (2025). Insulation Condition Monitoring System for CFETR CSMC Based on Visible Light Imaging. IEEE transactions on applied superconductivity.DOI
  13. Xiang Wu, Pengfei Xu, Shanshan Song, Shuqing Zhang, Jianyu Wang (2025). Compound Fault Diagnosis of Hydraulic Pump Based on Underdetermined Blind Source Separation. Machines.DOI
  14. Hao Hu, Anqi Jiang, Xiang Wu, Ziheng An, Shuqing Zhang (2025). Multi-condition fault diagnosis method for rotating machinery based on whale optimization variational mode decomposition algorithm and deep residual network. Measurement Science and Technology.DOI
  15. Shuqing Zhang, Jing-Feng Zhang, Fang Liu, Chao Zhou, Hua-Jun Liu, Yi Shi, Peng Xu, Chengtao Wang, Qing-Jin Xu, P. Gao (2024). Development of a cryogenic DC transformer using for the measurement of large current. Journal of Instrumentation.DOI
  16. Shuqing Zhang, Yi Shi, Shuliang Ma, Zheng Kuang, Mingliang Liu, Li-Biao Hu, Hua-Jun Liu, J. Qin, Fang Liu (2024). Design of Control System for the Super-X Test Facility. IEEE transactions on applied superconductivity.DOI
  17. Xintao Zhang, Liangjun Shao, P. Gao, Shuai Hu, Wen Hong, Yufan Yan, Shuqing Zhang, Zhao-Ran Wang, Mingliang Liu, Shuo-Wei Gao, Mian Xiao, Peng Song, Hong-Jun Ma, Liang Guo, Huan Jin, Yi Shi, Zhiyong Hong, Chao Zhou, J. Qin, Fang Liu, Timing Qu, Hua-Jun Liu, Yuntao Song, Jian-Gang Li (2024). Strain analysis and preliminary test of an all-superconducting high-field magnet generating 32.4 T direct-current magnetic field. Superconductors Science and Technology.DOI
  18. Li-Biao Hu, Wen Hong, Tian-Li Dai, Shuqing Zhang, Qiang-Wang Hao, Yi Shi, Yu Wu, Peng-Cheng Miao (2024). Simulation of Quench in DC Magnet of Super-X Test Facility Using a Quasi-Three-Dimensional Model. IEEE transactions on applied superconductivity.DOI
  19. Tong Li, Liang Guo, Hao Wu, Shuliang Ma, Min-Hui Song, Shuqing Zhang (2024). Control System Update for CFETR CSMC Testing Platform. IEEE transactions on applied superconductivity.DOI
  20. Xintao Zhang, Shuai Hu, Liang Guo, Wen Hong, Zhao-Ran Wang, Hong-Jun Ma, Shuqing Zhang, J. Qin, Chao Zhou, P. Gao, Huan Jin, Liangjun Shao, Timing Qu, Zhiyong Hong, Fang Liu, Hua-Jun Liu, Yuntao Song, Jian-Gang Li (2024). 26.86-tesla direct-current magnetic field generated with an all-REBCO superconducting magnet. Superconductors Science and Technology.DOI
  21. Hong-Jun Ma, Jing-Feng Zhang, Shuqing Zhang, Xintao Zhang, Hua-Jun Liu, Fang Liu, Yi Shi, Huan Jin (2024). Experimental study on the an-isotropic critical current of REBCO tape. Review of Scientific Instruments.DOI
  22. Shanshan Song, Shuqing Zhang, Xiang Xia Wu (2024). Weighted multi-source information fusion network-based framework for mechanical fault diagnosis.DOI
  23. Wanlu Jiang, Yonghui Zhao, Yan Zang, Ziheng Qi, Shuqing Zhang (2024). Feature Extraction and Diagnosis of Periodic Transient Impact Faults Based on a Fast Average Kurtogram–GhostNet Method. Processes.DOI
  24. Shanshan Song, Shuqing Zhang, Xiang Wu (2024). Multi-view graph convolutional networks based on multi-source information fusion for mechanical fault diagnosis. Structural Health Monitoring.DOI
  25. Wei Gou Dong, Xiaojin Wu, Shuqing Zhang, Shanshan Song (2024). An early fault warning and diagnosis model based on a two-step analysis strategy for wind turbine bearings. Structural Health Monitoring.DOI
  26. Wu Xiang, Anqi Jiang, Shuqing Zhang, Liu Haitao, Shanshan Song (2024). A composite power quality disturbance detection method based on extremum extension optimized SVMD and Teager Energy Operator. Measurement Science and Technology.DOI
  27. Shanshan Song, Shuqing Zhang, Haitao Liu, Xiang Wu (2024). Cross-domain fault diagnosis network based on attributes and features transfer with dual classifier under limited and unbalanced datasets. Measurement Science and Technology.DOI
  28. Wei Gou Dong, Shuqing Zhang, Shanshan Song, Xiaowen Zhang, Xiang Xia Wu (2024). Refined composite multiscale dynamic causality diagram: a novel time-series analysis approach and its application in fault diagnosis of rotating machinery. Structural Health Monitoring.DOI
  29. 姜万录,赵岩,李振宝,杨旭康,张士博,张淑清(2023). 多模型Stacking集成学习的旋转机械故障诊断方法. 《液压与气动》.
  30. 刘海涛,张淑清,宋珊珊,张晓文(2023). 基于VMD和数据降维的电能质量扰动检测方法. 《燕山大学学报》.
  31. 姜万录,马骏,岳毅,武祥,杨旭康,张淑清(2023). 基于改进LFQPSO优化MRVM的轴向柱塞泵故障诊断. 《机床与液压》.
  32. 张淑清,杜灵韵,王册浩,姜安琦,徐丽华(2023). 基于格拉姆角场与改进CNN-ResNet的风电功率预测方法. 《电网技术》.
  33. Huiyan Ma, Yu Wu, Fang Liu, Shuqing Zhang, Yi Shi, Shuliang Ma, Mingliang Liu (2023). Design of Super-X Test Facility monitoring and early warning system based on improved CNN-BiLSTM model. 2023 International Conference on Image Processing, Computer Vision and Machine Learning (ICICML).DOI
  34. Shuqing Zhang, Yi Shi, Zheng Kuang, Shuliang Ma, Mingliang Liu, Huiyan Ma, Hua-Jun Liu, Fang Liu (2023). The design and development of the Super-X device data acquisition and monitoring system. Fusion engineering and design.DOI
  35. Shuqing Zhang, Yi Shi, Zheng Kuang, Shuliang Ma, Mingliang Liu, Huiyan Ma, Hua-Jun Liu, Fang Liu (2023). Corrigendum to “The design and development of the Super-X device data acquisition and monitoring system” [Fusion Engineering and Design, Volume 196, 2023, 114019]. Fusion engineering and design.DOI
  36. Shanshan Song, Shuqing Zhang, Wei Gou Dong, Xiaowen Zhang, Wei Ma (2023). A new hybrid method for bearing fault diagnosis based on CEEMDAN and ACPSO-BP neural network. Journal of Mechanical Science and Technology.DOI
  37. Pan Li, Feng Wang, T Y, Shuqing Zhang (2023). Two-stage cooperative real-time autonomy control strategy considering vulnerability of active distribution networks. Renewable Energy.DOI
  38. Shuqing Zhang, Yufei Sun, Wei Gou Dong, Sanzheng You, Yanze Liu (2023). Diagnosis of bearing fault signals based on empirical standard autoregressive power spectrum signal decomposition method. Measurement Science and Technology.DOI
  39. Shanshan Song, Shuqing Zhang, Wei Gou Dong, Gaochen Li, Chengyu Pan (2023). Multi-source information fusion meta-learning network with convolutional block attention module for bearing fault diagnosis under limited dataset. Structural Health Monitoring.DOI
  40. Xiaowen Zhang, Shuqing Zhang, Wei Gou Dong, Shanshan Song, Kainan Wang (2023). Method for Locating Single-Phase Disconnection Faults in a Smart Distribution System Based on Refined Composite Multiscale Permutation q-Complexity Entropy and Random Forest. IEEE Sensors Journal.DOI
  41. Wei Gou Dong, Shuqing Zhang, Xiaowen Zhang, Wanlu Jiang, Liguo Zhang (2023). A novel method to measure static and dynamic complexity of time series based on visualization curves. Chaos An Interdisciplinary Journal of Nonlinear Science.DOI
  42. 张淑清,邓庆彪,蔡志文(2022). 安防巡逻机器人全覆盖视觉导航方法. 《机械设计与制造》.
  43. 张淑清,张桂芬(2022). 基于改进果蝇算法优化SVM的变速箱故障诊断. 《组合机床与自动化加工技术》.
  44. 上官甲新,张淑清,郑龙江,姜安琦,艾洪克,张立国,刘海涛(2022). 基于正则化线性调频模式追踪算法的信号消噪方法及其应用. 《计量学报》.
  45. 张淑清,杨振宁,姜安琦,李君,刘海涛,穆勇(2022). 基于EN-SKPCA降维和FPA优化LSTMNN的短期风电功率预测. 《太阳能学报》.
  46. She-Sheng Xue, P. Gao, Fang Liu, J. Qin, Shuqing Zhang, T. Dai, Peng Xu, Chao Chen, M. Yu, Weijun Wang, Hua-Jun Liu, Chao Zhou (2022). Development of a 7 T Nbti Solenoidal Magnet with 72 Mm Aperture. Social Science Research Network.DOI
  47. Peiyao Zhang, Wanlu Jiang, Xiaodong Shi, Shuqing Zhang (2022). Remaining Useful Life Prediction of Gear Pump Based on Deep Sparse Autoencoders and Multilayer Bidirectional Long–Short–Term Memory Network. Processes.DOI
  48. Zhenbao Li, Wanlu Jiang, Xiang Xia Wu, Shuqing Zhang, Dongning Chen (2022). Study on Health Indicator Construction and Health Status Evaluation of Hydraulic Pumps Based on LSTM–VAE. Processes.DOI
  49. Shuqing Zhang, Xiaowen Zhang, Anqi Jiang, Liguo Zhang, Mingliang Li (2022). Integrated fault location method for distribution networks based on IACO-PS. Journal of Power Electronics.DOI
  50. Chenyang Wang, Wanlu Jiang, Yi Yue, Shuqing Zhang (2022). Research on Prediction Method of Gear Pump Remaining Useful Life Based on DCAE and Bi-LSTM. Symmetry.DOI
  51. Jun Li, Shuqing Zhang, Zhenning Yang (2022). A wind power forecasting method based on optimized decomposition prediction and error correction. Electric Power Systems Research.DOI
  52. Wei Gou Dong, Shuqing Zhang, Mengfei Hu, Liguo Zhang, Haitao Liu (2022). Intelligent fault diagnosis of wind turbine gearboxes based on refined generalized multi-scale state joint entropy and robust spectral feature selection. Nonlinear Dynamics.DOI
  53. Xiaowen Zhang, Shuqing Zhang, Wei Gou Dong, Kainan Wang (2022). A Novel Time Synchronization Method for Smart Grid Based on Improved Wolf Colony Algorithm-Cuckoo Search Optimized Fuzzy PID Controller. IEEE Access.DOI
  54. 张淑清,张赟,刘海涛,胡皓,李华,姚玉永,刘勇,王涛(2021). 多重分形去趋势波动分析及改进决策树在电能质量分析中的应用. 《计量学报》.
  55. 张立国,刘婉,张淑清,刘海涛,董伟,宋姗姗(2021). 基于相空间重构改进算法的混沌奇异谱分析及应用. 《计量学报》.
  56. Shuqing Zhang, Hua-Jun Liu, Fang Liu, Hong-Jun Ma, Yi Shi, P. Gao, Chao Zhou, J. Qin (2021). Research on Excitation Current Control System of the 50 kA Superconducting Transformer. IEEE transactions on applied superconductivity.DOI
  57. Chenyang Wang, Wanlu Jiang, Xukang Yang, Shuqing Zhang (2021). RUL Prediction of Rolling Bearings Based on a DCAE and CNN. Applied Sciences.DOI
  58. Wanlu Jiang, Chenyang Wang, Jiayun Zou, Shuqing Zhang (2021). Application of Deep Learning in Fault Diagnosis of Rotating Machinery. Processes.DOI
  59. Shuqing Zhang, Fengjiao Xu, Mengfei Hu, Liguo Zhang, Haitao Liu, Mingliang Li (2021). A novel denoising algorithm based on TVF-EMD and its application in fault classification of rotating machinery. Measurement.DOI
  60. Zhenbao Li, Wanlu Jiang, Zhang Sheng, Yu Xin Sun, Shuqing Zhang (2021). A Hydraulic Pump Fault Diagnosis Method Based on the Modified Ensemble Empirical Mode Decomposition and Wavelet Kernel Extreme Learning Machine Methods. Sensors.DOI
  61. Shuqing Zhang, Yun Zhang (2021). Harmonic detection method based on permutation entropy and variational modal decomposition optimized by genetic algorithm. Review of Scientific Instruments.DOI
  62. Wanlu Jiang, Zhenbao Li, Sheng Zhang, Teng Wang, Shuqing Zhang (2021). Hydraulic Pump Fault Diagnosis Method Based on EWT Decomposition Denoising and Deep Learning on Cloud Platform. Shock and Vibration.DOI
  63. 张淑清,要俊波,张立国,姜安琦,穆勇(2020). 基于改进深度稀疏自编码器及FOA-ELM的电力负荷预测. 《仪器仪表学报》.DOI
  64. Shuqing Zhang, Fang Liu, Hong-Jun Ma, Hua-Jun Liu (2020). Research on Excitation Current Control System in Superconducting Conductor Testing Device. IEEE International Conference on Applied Superconductivity and Electromagnetic Devices.DOI
  65. Hua-Jun Liu, Fang Liu, Hong-Jun Ma, Qiqi Wang, Shuqing Zhang, W. Hong (2020). Evaluation of Joint Resistance of YBCO Single-Turn Coil. IEEE International Conference on Applied Superconductivity and Electromagnetic Devices.DOI
  66. Shuqing Zhang, Haitao Liu, Mengfei Hu, Anqi Jiang, Liguo Zhang, Fengjiao Xu, Guangpu Hao (2020). An Adaptive CEEMDAN Thresholding Denoising Method Optimized by Nonlocal Means Algorithm. IEEE Transactions on Instrumentation and Measurement.DOI
  67. 张立国,张淑清,金梅,蒋逸轩(2019). 基于CPS的电气控制与PLC工程机械远程控制系统教学改革. 《教育现代化》.DOI
  68. 张淑清,杨振宁,张立国,苑世钰,王志义(2019). 基于弹性网降维及花授粉算法优化BP神经网络的短期电力负荷预测. 《仪器仪表学报》.DOI
  69. 张淑清,苑世钰,姚玉永,穆勇,王丽丽(2019). 基于ICEEMD及AWOA优化ELM的机械故障诊断方法. 《仪器仪表学报》.DOI
  70. Shuqing Zhang, Haitao Liu, Liguo Zhang, Rongfei Chen, Pan Li, Yong Mu (2019). Simulation modelling and feature extraction to voltage compound disturbances by modified generalised S‐transform. The Journal of Engineering.DOI
  71. Yongtao Hu, Mingru Dong, Guozhu Wang, Zheng Fan, Shuqing Zhang (2019). New method of bearing fault diagnosis based on mmemd and DE_ELM. The Journal of Engineering.DOI
  72. Yongtao Hu, Shuqing Zhang, Anqi Jiang, Liguo Zhang, Wanlu Jiang, Junfeng Li (2019). A New Method of Wind Turbine Bearing Fault Diagnosis Based on Multi-Masking Empirical Mode Decomposition and Fuzzy C-Means Clustering. Chinese Journal of Mechanical Engineering.DOI
  73. 张淑清,宿新爽,陈荣飞,刘婉,左一格,张赟(2018). 基于变分模态分解和FABP的短期电力负荷预测. 《仪器仪表学报》.DOI
  74. Meimei Li, Shou-Qing Jia, Shuqing Zhang, Zheng Gong, Guaifu Li (2018). Power Quality Analysis Based on Time Series Similarity and Extreme Learning Machine. Communications in computer and information science.DOI
  75. 张淑清,邢婷婷,何红梅,董玉兰,张立国,姜万录(2017). 基于VMD及广义分形维数矩阵的滚动轴承故障诊断. 《计量学报》.
  76. 张淑清,师荣艳,张立国,严冰,张航飞,贺朋(2016). 混沌预测模型改进及在电力日负荷预测中的应用. 《仪器仪表学报》.DOI
  77. 张淑清,王佳森,张立国,胡永涛,李明星,张航飞(2016). 基于DTCW-ERE的小电流接地系统故障选线. 《仪器仪表学报》.DOI
  78. 张立国,胡永涛,张淑清,李军锋,吴迪,姜万录(2016). 基于改进双树复小波的光谱去噪算法研究. 《仪器仪表学报》.DOI
  79. 张淑清,李威,张立国,胡永涛,钱磊,姜万录(2016). 基于多元经验模态分解互近似熵及GG聚类的轴承故障诊断. 《中国机械工程》.
  80. 张淑清,师荣艳,李盼,姜万录,董玉兰,任爽(2015). 基于混沌关联积分的暂态电能质量扰动分类. 《仪器仪表学报》.
  81. 张淑清,李盼,师荣艳,胡永涛,姜万录,刘子玥(2015). 基于改进S变换的电能质量扰动分类新方法. 《仪器仪表学报》.DOI
  82. 张淑清,李莎莎,张立国,张航飞,乔永静,徐剑涛(2015). 基于微分熵与RQA的电能质量扰动分析. 《仪器仪表学报》.
  83. 张淑清,任爽,师荣艳,刘子玥,姜万录(2015). 基于多变量气象因子的LMBP电力日负荷预测. 《仪器仪表学报》.DOI
  84. 张立国,李盼,李梅梅,张淑清,张志福(2014). 基于ITD模糊熵和GG聚类的滚动轴承故障诊断. 《仪器仪表学报》.DOI
  85. 张淑清,李盼,师荣艳,翟欣沛,姜兴广(2014). 复杂系统建模的ε机理论方法及应用研究. 《仪器仪表学报》.DOI
  86. 张淑清,孙国秀,李亮,李新新,监雄(2013). 基于LMD近似熵和FCM聚类的机械故障诊断研究. 《仪器仪表学报》.DOI
  87. 王玉田,严冰,张淑清,董璇(2013). 一种改进的广义谐波小波包分解算法及在信号特征提取中的应用. 《燕山大学学报》.
  88. 张景超,张金敏,张淑清,刘永富,李璧名(2012). 基于小波及非线性预测的轴承故障诊断方法. 《仪器仪表学报》.
  89. 王书涛,张金敏,李圆圆,张淑清(2012). 基于数学形态学和模糊聚类的旋转机械故障诊断. 《仪器仪表学报》.
  90. 张淑清,上官寒露,袁计委,赵玉春,杨瑾(2010). 基于内禀模态能量比呼吸信号特征参数提取方法. 《仪器仪表学报》.DOI
  91. 王娜,郑德忠,张淑清(2009). 基于混沌振子的低信噪比语音端点检测新方法. 《仪器仪表学报》.
  92. 张淑清,谷建平,徐红,张生(2009). 基于小波熵的分布式光纤温度信号处理方法. 《2009中国仪器仪表与测控技术大会》.
  93. 张淑清,李二伟,靳世久,张立国,张克欣(2008). 基于光纤传感及小波分析的管道泄漏检测与定位技术. 《传感技术学报》.
  94. Yang Ni, Shuqing Zhang, Liguo Zhang, Kexin Zhang, Lingyun Sun (2008). Wavelet transform-based fault diagnosis and line selection method of small current grounding system. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
  95. 张淑清,靳世久,李隽(2007). 提高超声波物位检测精度方法的研究. 《传感技术学报》.
  96. 张淑清,陈白,张立国(2007). 小波分析算法研究及在齿轮与滚动轴承故障诊断中应用. 《传感技术学报》.
  97. 伦翠芬,侯桂凤,张淑清,张丽红(2005). 智能超声波物位仪的研究. 《仪器仪表学报》.DOI
  98. 张淑清,蔡文龙,吕江涛,杨凤禄,王雪强(2005). 一种新型频率测量方法的研究. 《传感技术学报》.
  99. Chunxia Dou, Shuqing Zhang (2005). An H ∞ fuzzy tracking control scheme for affine coupled spatio-temporal chaosfuzzy tracking control scheme for affine coupled spatio-temporal chaos. Journal of Electronics (China).DOI
  100. 张淑清,陈艳,徐红,蔡文龙(2004). 基于小波分析的机械系统振动信号故障诊断. 《仪器仪表学报》.
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