石娟娟  副教授

工作部门:苏州大学轨道交通学院  邮件:jshi091@suda.edu.cn  个人网站:http://web.suda.edu.cn/jshi091/index.html

石娟娟  机械工程博士

副教授(高聘),硕士生导师

苏州大学轨道交通学院,2016.1 – 至今

苏州大学工业测控与设备诊断技术研究所(研究所主页:http://mcd.suda.edu.cn

 

教育经历/Education Background

  • 苏州大学&苏州宝鑫科技股份有限公司,计算机科学与技术学院,博士后,2016.10 – 至今
  • 加拿大渥太华大学 (University of Ottawa), 工学院,2011 – 2015

            机械工程,博士,方向:机械状态监测和故障诊断  

  • 西北农林科技大学,机械与电子工程学院2004 - 2011

            工学硕士 (推免),智能化检测与技术方向,2008 - 2011

            工学学士,农业机械化及其自动化,2004 - 2008

研究兴趣/Research Interests    

  • 机械系统状态监测与故障诊/Machinery Condition Monitoring and Malfunction Diagnosis
  • 检测技术和信号处理/ Sensing and Signal Processing
  • 振动分析和控制/ Vibration Analysis and Control

荣誉与奖励/Awards and Honors

·      苏州市高等院校、科研院所紧缺高层次人才,2016

·      苏州大学青年教师讲课比赛三等奖,2016

·      苏州大学教职工年度考核优秀,2016

·      第十届“春晖杯”留学生创新创业大赛优胜奖,2015

·      国家公派留学&渥太华大学博士入学奖学金,2011-2015

·      研究生优秀毕业生,2011

研究项目/Research Grants

·      国家自然科学基金青年基金,2017.1-2019.12,主持

·      江苏省自然科学基金青年基金,2016.7-2018.6,主持

·      中国博士后科学基金面上资助二等,2017.09-2019.09,主持

·      江苏省高校面上基金,2016.9-2018.8,主持

·      苏州大学高层次人才引进科研启动,2016

课程教学/ Course Teaching

  • 机械工程测试技术/Instrumentation Techniques
  • 机械设计/机械设计基础/Machine Design
  • 机械故障诊断学(双语)/Vibration-based Machine Condition Monitoring (bilingual)

论文发表 /Publications

期刊论文/Journal articles

·      Juanjuan Shi, Ming Liang, Yunpeng Guan, ‘Bearing fault diagnosis under variable rotational speed via the joint application of windowed fractal dimension transform and generalized demodulation: A method free from prefiltering and resampling’, Mechanical Systems and Signal Processing, 68-69(2016), pp. 15-33. (SCI, EI)

·      Juanjuan Shi, Ming Liang, ‘Intelligent bearing fault signature extraction via iterative oscillatory behavior based signal decomposition (IOBSD)’, Expert Systems with Application, 45(2016), pp. 40-55. (SCI, EI)

·     Juanjuan Shi, Ming Liang, Dan-Sorin Necsulescu, Yunpeng Guan, ‘Dual demodulation transform and synchrosqueezing for time-frequency analysis and bearing fault diagnosis’, Journal Sound and Vibration, 2016,368: 202-222. (SCI, EI)

·     Juanjuan Shi, Ming Liang, ‘A Fractal Dimension based Envelope Demodulation for Rolling Element Bearing Fault Feature Extraction from Vibration Signals’, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2015, 203-210: 1989-1996. (SCI, EI)

·     Juanjuan shi, Nan Wu, Xingxing Jiang, Changqing Shen, Zhongkui zhu, ‘Transient Morphology Analysis and Sparse Representation for Bearing Fault Diagnosis under Variable Speed Condition’, International Journal of Mechatronics and Manufacturing Systems. (In press, EI)

·     石娟娟, 王林, 罗春燕, 蔡改改等. 基于优化最小算法的齿轮箱复合故障特征稀疏表示. 振动工程学报. (已录用, EI)

·     江星星, 吴楠, 石娟娟*(通讯作者), 沈长青等. 基于脊线信息增强与特征融合的瞬时转频估计. 振动与冲击. (已录用, EI)

·     Yumei Qi, Changqing Shen*, Dong Wang, Juanjuan Shi, Xingxing Jiang, Zhongkui Zhu. (2017). Stacked Sparse Autoencoder-Based Deep Network for Fault Diagnosis of Rotating Machinery, IEEE Access. DOI: 10.1109/ACCESS.2017.2728010. (SCI, EI)

·     曾波, 石娟娟, 周雪玉. 基于Cramer法则的区间灰数预测模型参数优化方法研究. 统计与信息论坛, (8) (2015).

·     石娟娟, 朱瑞祥, 刘伟, . 推土机铲刀自动控制电液系统设计[J]. 拖拉机与农用运输车, 2011, 38(1): 32-34.

 

部分会议论文/Selected conference paper

·      Juanjuan Shi, Ming Liang, ‘Oscillatory Behavior based Fault Feature Extraction for Bearing Fault Diagnosis’, International conference on Advanced Mechatronic Systems, 2015, pp. 473 – 478. (EI)

·     Juanjuan Shi, Hua Ju, Gaigai Cai, Zhongkui Zhu, ‘A tacho-free technique for bearing fault diagnosis via the oscillatory behaviors based signal decomposition and generalized demodulation’, 2016 Prognostics and System Health Management conference. (EI)

·     Juanjuan Shi, Changqing Shen, Xingxing Jiang, Weiguo Huang, Zhongkui Zhu. An Auto Instantaneous Frequency Order Extraction Method for Bearing Fault Diagnosis under Time-varying Speed Operation, 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control. (In press)

学术及社会兼职/ Professional Activities

  • 担任数种SCI期刊审稿人,如MSSPJSVIEEEIOP等旗下期刊
  • 中国振动工程学会故障诊断专业委员会理事、江苏省仪器仪表学会状态监测与故障诊断专业委员会委员等

联系方式/ Contact Information

办公地址:苏州大学阳澄湖校区交通楼301室

邮箱/E-mail:jshi091@suda.edu.cn / jshijane@hotmail.com