百晓学者学者目录

孙曙光

河北工业大学人工智能与数据科学学院

个人简介

孙曙光,河北工业大学人工智能与数据科学学院副教授,硕士生导师。研究方向为仪器仪表工业、电力工业、轻工业手工业。代表性工作聚焦于断路器与接触器的健康状态识别、故障诊断、寿命预测及特性参数测量,涉及声-电/振动-电流多源信号分析、物理可解释性特征建模、深度学习与迁移学习方法应用。

精选作品

期刊论文

  1. 张哲,孙曙光,王景芹,胡雨辰,崔玉龙(2026). 基于物理可解释性声特征的继电器电接触状态评估. 《仪器仪表学报》.DOI
  2. 孙曙光,夏子琪,王景芹,崔玉龙,范好亮,张亚(2026). 基于递归图和蒸馏学习辅助改进ResNeSt18迁移学习模型的断路器跨域故障诊断. 《高电压技术》.DOI
  3. 孙曙光,赵恩泽,胡雨辰,王景芹,崔玉龙(2026). 基于ISGMD与深度学习的万能式断路器机械特性参数测量. 《仪器仪表学报》.DOI
  4. 孙曙光,石际龙,王景芹,胡雨辰,崔玉龙(2026). 基于声-电场信号特征频率的断路器燃弧时间测量. 《仪器仪表学报》.DOI
  5. Shuguang Sun, Xiaochao Dou, Jingqin Wang, Zhe Zhang, Zihang Wang (2026). Remaining Useful Life Prediction of High-Voltage DC Contactors Based on Acoustic-Electrical Signal Feature Fusion and TCN-Transformer. IEEE Transactions on Instrumentation and Measurement.DOI
  6. Zhe Zhang, Shuguang Sun, Jingqin Wang, Yulong Cui, Yuchen Hu, Haolei Yan (2026). Detection Method for Contact Morphology Based on Acoustic Features. IEEE Transactions on Instrumentation and Measurement.DOI
  7. 孙曙光,王子航,王景芹,崔玉龙,颜豪磊(2025). 基于子带平均峭度图和TMSST的高压直流接触器特性参数测量. 《仪器仪表学报》.DOI
  8. 孙曙光,魏硕,王景芹,邵旭,孙靓,高辉(2025). 基于深度学习的万能式断路器剩余寿命预测优化方法. 《电测与仪表》.DOI
  9. 杜太行,安泽璋,姜泽,孙曙光,王景芹(2025). 基于声峭度特征事件分割的接触器动态特性参数非侵入式测量. 《电测与仪表》.DOI
  10. 孙曙光(2025). 三相交错并联三电平DC-DC变换器控制及故障诊断方法研究. 《华北电力大学(北京)》.
  11. Shuguang Sun, Wenjie Qiu, Jingqin Wang, Zhe Zhang, Yaohua Zhao (2025). An Online Recognition Method for Identifying the Motion Characteristics of AC Contactor Based on SDP Image Features and EfficientNetV2. IEEE Sensors Journal.DOI
  12. Shuguang Sun, Yaohua Zhao, Jingqin Wang, Zhe Zhang, Wenjie Qiu (2025). Assessment of Electrical Wear State in AC Contactor Contacts Utilizing Unsupervised Clustering and Composite Model. IEEE Transactions on Instrumentation and Measurement.DOI
  13. 孙曙光,王浩宇,王景芹,李奎,郝永耀(2024). 基于空间运动特性的断路器健康状态识别. 《仪器仪表学报》.DOI
  14. 孙曙光,王泽伟,陈静,黄光临,王景芹(2024). 基于卷积变分自编码和多头自注意力机制的断路器剩余机械寿命预测. 《仪器仪表学报》.DOI
  15. 孙曙光,杨飞龙,陈静,黄光临,王景芹(2024). 基于振动-电流广域特征与软共享机制的断路器多故障诊断. 《仪器仪表学报》.DOI
  16. 孙曙光,纪卫震,陈静,黄光临,王景芹(2024). 特征模态提取与CAMMC-LSTM在断路器储能系统剩余寿命预测中的应用. 《中国测试》.
  17. 杜太行,梁倩伟,孙曙光,王景芹(2024). 基于加窗插值压缩感知的谐波/间谐波检测方法. 《电测与仪表》.
  18. 杜太行,陈帆,孙曙光,王景芹,孙靓,刘金发(2024). 基于多物理场耦合的交流接触器动态特性研究. 《电测与仪表》.
  19. Shuguang Sun, Ziqi Xia, Jingqin Wang, Haoyu Wang, Mengxin Lu (2024). Fault Diagnosis of Circuit Breakers Based on MCF-RPs and Deep Residual Knowledge Incremental Under Distillation Learning. IEEE Sensors Journal.DOI
  20. Shuguang Sun, Jinfa Liu, Jingqin Wang, Xu Shao, Yaohua Zhao (2024). Research on Evaluation and Prediction Method of Electrical Life of Contactor Individual. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING.DOI
  21. Shuguang Sun, Yong-Hai Xu (2024). Open-Circuit Fault Diagnosis Method for Interleaved Three-Phase Three-Level DC-DC Converter. 2024 7th International Conference on Power and Energy Applications (ICPEA).DOI
  22. Shuguang Sun, Feilong Yang, Jingqin Wang, Ruijie Li, Zewei Wang (2023). Fault Assessment of Circuit Breakers Based on Wide-Area Generalization Information and Improved ACGAN. IEEE Sensors Journal.DOI
  23. Shuguang Sun, Zewei Wang, Jingqin Wang, Feilong Yang, Weizhen Ji (2023). Remaining Useful Life Prediction for Circuit Breaker Based on SM-CFE and SA-BiLSTM. IEEE Transactions on Instrumentation and Measurement.DOI
  24. Lin Chen, Yong-Hai Xu, Shun Tao, Tianze Wang, Shuguang Sun (2023). Multi-Inverter Resonance Modal Analysis Based on Decomposed Conductance Model. Electronics.DOI
  25. 杜太行,孙靓,孙曙光,陈帆,刘金发(2022). 深度残差网络在断路器故障诊断中的应用. 《仪表技术与传感器》.
  26. 孙曙光,张婷婷,王景芹,魏硕,邵旭(2022). 基于连续小波变换和MTL-SEResNet的断路器故障程度评估. 《仪器仪表学报》.DOI
  27. Shuguang Sun, Liang Sun, Jingqin Wang, Hui Gao (2022). Fault Diagnosis of Conventional Circuit Breaker Accessories Based on Grayscale Image of Current Signal and Improved ZFNet-DRN. IEEE Sensors Journal.DOI
  28. Shuguang Sun, Shuo Wei, Jingqin Wang, Xu Shao, Jinfa Liu, Hui Gao (2022). Remaining Useful Life Prediction for Circuit Breaker Based on Opening-Related Vibration Signal and SA-CNN-GRU. IEEE Sensors Journal.DOI
  29. Shuguang Sun, Tingting Zhang, Jingqin Wang, Feilong Yang (2022). Fault Diagnosis for Conventional Circuit Breaker Based on One-Dimensional Convolution Neural Network. Journal of Electrical Engineering and Technology.DOI
  30. Shuguang Sun, Zhitao Wen, Wei Zhang, Jingqin Wang, Hui Gao (2022). On-line mechanical life prediction method for a conventional circuit breaker based on multi-parameter particle swarm optimization-support vector regression using vibration detection. Measurement Science and Technology.DOI
  31. Shuguang Sun, Jinfa Liu, Jingqin Wang, Fan Chen, Shuo Wei, Hui Gao (2022). Remaining Useful Life Prediction for AC Contactor Based on MMPE and LSTM With Dual Attention Mechanism. IEEE Transactions on Instrumentation and Measurement.DOI
  32. Shuguang Sun, Zhitao Wen, Taihang Du, Jingqin Wang, Yao Tang, Hui Gao (2021). Remaining Life Prediction of Conventional Low-Voltage Circuit Breaker Contact System Based on Effective Vibration Signal Segment Detection and MCCAE-LSTM. IEEE Sensors Journal.DOI
  33. 杜太行,刘旭林,孙曙光,郝立林,纪学玲,王佳兴(2020). 基于交流固态负载的低压电器电寿命试验系统设计. 《仪表技术与传感器》.
  34. 孙曙光,张伟,王景芹,杜太行,高辉(2020). 基于动作过程振动检测的低压断路器机械寿命预测. 《仪器仪表学报》.DOI
  35. 孙曙光,宗俊吉,王景芹,崔景瑞,高辉(2020). 振动因素对交流接触器动态特性影响的测试分析. 《仪器仪表学报》.DOI
  36. Shuguang Sun, Tingting Zhang, Li Qin, Jingqin Wang, Wei Zhang, Zhitao Wen, Yao Tang (2020). Fault Diagnosis of Conventional Circuit Breaker Contact System Based on Time–Frequency Analysis and Improved AlexNet. IEEE Transactions on Instrumentation and Measurement.DOI
  37. Shuguang Sun, Qiufu Wang, Taihang Du, Jingqin Wang, Senjuan Li, Junji Zong (2020). Quantitative Evaluation of Electrical Life of AC Contactor Based on Initial Characteristic Parameters. IEEE Transactions on Instrumentation and Measurement.DOI
  38. Shuguang Sun, Jing Cui, Tai-Hang Du (2020). Research on the Influence of Vibrations on the Dynamic Characteristics of AC Contactors Based on Energy Analysis.DOI
  39. 孙曙光,王佳兴,王景芹,杜太行,李勤(2019). 基于Wiener过程的万能式断路器附件剩余寿命预测. 《仪器仪表学报》.DOI
  40. 孙曙光,纪学玲,杜太行,郝立林,王锐雄(2019). 机械振动下交流接触器电寿命预测失效特征量提取. 《仪器仪表学报》.DOI
  41. 杜太行,崔景瑞,孙曙光,王锐雄,李勤(2019). 基于混合式仿真模型的交流接触器动态特性研究. 《电子测量与仪器学报》.
  42. 孙曙光,李勤,王佳兴,杜太行,王景芹(2019). 基于性能退化模型的万能式断路器操作附件实时剩余寿命预测. 《仪器仪表学报》.DOI
  43. 杜太行,郝立林,孙曙光,刘旭林,纪学玲,孟岩(2019). 振动条件下的交流接触器动态特性测试系统的设计. 《仪表技术与传感器》.
  44. Yunfei Chen, Taihang Du, Shuguang Sun, Chundong Jiang (2019). Indoor location of interference source with fuzzy C clustering cruising AP based on double fingerprint database. Journal of Intelligent & Fuzzy Systems.DOI
  45. Yunfei Chen, Taihang Du, Chundong Jiang, Shuguang Sun (2019). Indoor location method of interference source based on deep learning of spectrum fingerprint features in Smart Cyber-Physical systems. EURASIP Journal on Wireless Communications and Networking.DOI
  46. 孙曙光,张强,杜太行,金少华,王佳兴(2018). 基于分合闸线圈电流的万能式断路器故障诊断. 《仪器仪表学报》.DOI
  47. 杜太行,安建鹏,孙曙光,金少华,郝立林,纪学玲(2018). 基于LabVIEW的振动条件下交流接触器电寿命试验系统. 《仪表技术与传感器》.
  48. 孙曙光,赵黎媛,杜太行,于晗,王岩(2017). 基于电机电流分析的万能式断路器机械故障诊断. 《仪器仪表学报》.DOI
  49. 孙曙光,丁铭真,田朋,王佳兴(2017). 基于多特征融合的APF中IGBT开路故障特征提取. 《仪器仪表学报》.
  50. 孙曙光,张强,杜太行,王佳兴,王岩(2017). 基于灰色关联度的框架式断路器故障诊断方法. 《仪器仪表学报》.
  51. 孙曙光,庞毅,于晗,杜太行,王景芹(2017). 断路器选相合闸关键参数的改进测量方法. 《电力系统及其自动化学报》.
  52. 孙曙光,王秋萌,闫欢,林雪松,杜太行(2016). EEMD在电力谐波检测中的应用. 《电力系统及其自动化学报》.
  53. 杜太行,于晗,孙曙光,张强,赵黎媛,王岩,郝静怡(2016). 基于LabVIEW的万能式断路器故障在线诊断系统. 《仪表技术与传感器》.
  54. Shuguang Sun, Pang Yi, Jingqin Wang, Chao Zhang, Tai-Hang Du, Yu Han (2016). EEMD harmonic detection method based on the new wavelet threshold denoising pretreatment.
  55. Shuguang Sun, Li-Yuan Zhao, Han Yu, Tai-Hang Du, Qiang Zhang, Min Ding, Jian-Qiang Liu, Yun-Fei Chen (2016). Universal circuit breaker mechanical fault diagnosis method based on feature fusion of vibration and sound signals.
  56. Shuguang Sun (2014). Experiment Research on the Control of DC Side Voltage for Active Power Filter.
  57. Shuguang Sun (2014). The Distributed Compensation System Design for Power Factors Based on the RS485 Bus.
  58. Shuguang Sun, Hongchun Liu, Jingqin Wang (2012). Study Wavelet Transformation method detection and space voltage vector compensation in the APF.DOI
  59. Shuguang Sun, Hong‐Chun Liu, Jingqin Wang (2012). The Research of the Wavelet Transformation Methodfor Harmonic Current Detection. International Conference on Electric Information and Control Engineering.DOI
  60. Hong-chun Liu, Shuguang Sun, Jingqin Wang, S. Hou (2012). Study ip - iq theory and wavelet transform method for harmonic current detection.DOI
  61. Shuguang Sun, Liang Tian, Huizhong Yu, Jianwei Shen (2011). Study of the online monitoring for GIS partial discharge based on UHF method. International Conference on Electric Power Equipment – Switching Technology.DOI
  62. Taihang Du, Yongsheng Chen, Shuguang Sun, Jinwei Wang (2009). Design of Active Power Filter Control System Based on DSP. International Conference on Intelligent Networks and Intelligent Systems.DOI
  63. Shaohua Jin, Jianguo Lü, Wan Yan-ping, Shuguang Sun (2008). The Bayesian Analysis of Reliability of Electrical Products. International Symposium on Computer Science and Computational Technology.DOI
  64. Shaohua Jin, Wan Yan-ping, Shuguang Sun, Nan Li (2008). A New Evaluation Method about the Reliability of the Electrical Products. International Conference on Intelligent Computation Technology and Automation.DOI
  65. Shuguang Sun, Jingqin Wang, Shun-Quan Shi (2008). Study of two detection methods for harmonics and reactive currents. International Conference on Machine Learning and Cybernetics.DOI
  66. Yu-Long Cui, Hong Liu, Jing-qin Wang, Shuguang Sun (2007). Simulation and reliability analysis of shunt active power filter based on instantaneous reactive power theory.DOI
  67. Shao-Hua Jin, Jian-Guo Lu, Yan-Ping Wan, Shuguang Sun (2007). Application of the Bayes’ theory to the failure rate evaluation of electrical apparatus.DOI
  68. 孙曙光,金少华,杜太行(2006). 智能电器可通信技术的研究. 《2006中国控制与决策学术年会论文集》.
  69. 王京保,杜太行,徐晓颖,孙曙光(2006). 交流继电器电寿命试验微机控制与检测技术. 《电气工程学报》.
  70. 王京保,杜太行,徐晓颖,孙曙光(2004). 交流继电器电寿命试验微机控制与检测技术的研究. 《机床电器》.
  71. Shuguang Sun (2004). Research on computer control and detection technique for electric life testing of AC relay. Machine Tool Electric Apparatus.

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