姓名：肖雷
性別🩺：女
職稱：副研究員
職務：無
最高學位：博士
個人簡介🥒：2016年6月畢業於重慶大學👂🏿，獲得管理學學位，曾受CSC資助在美國Rutgers大學工業與系統工程系進行博士聯合培養🤸🏻♀️。博士畢業後先後在中國航發商用航空發動機有限責任公司和上海交通大學工作。主要從事設備預測性維修與健康管理等方面的研究工作🏄🏿。主持國家自然科學基金項目1項、中國博士後科學基金面上項目1項、中央高校基本科研業務費專項資金自由探索項目1項。以第一作者或通訊作者發表SCI/EI論文10余篇🧝♀️。
研究方向：
1. 設備預測性維修與健康管理
2. 設備微弱故障檢測
學術兼職：
1.IEEE 會員
2. 《IISE Transactions》、《IEEE Transactions on Reliability》、《Reliability Engineering & System Safety》🛍️、《International Journal of Production Research》🚶🏻♂️、《Computers and Industrial Engineering》🚴🏻♂️、《Flexible Services and Manufacturing Journal》等多個可靠性領域和工業工程領域頂級期刊和權威期刊匿名審稿人🏂🏼。
科研成果：
項目 ：
1.國家自然科學基金 樣本受限下的關鍵傳動設備衰退演化預測及視情維修決策 在研、主持
2.中國博士後科學基金面上項目 基於衰退機製的作業車間生產調度與視情維修集成優化 已結題、主持
3. 中央高校基本科研業務費專項資金自由探索項目 基於振蕩共振理論的設備狀態維護關鍵技術研究 在研、主持
4. 沐鸣2娱乐青年教師科研啟動資助項目 基於振蕩共振理論和機器學習的傳動設備早期故障預診方法研究 在研、主持
5. 國家自然科學基金面上項目 基於圖像流預測和網絡化調度的廣域運維租賃產線群組維護建模方法研究 在研、參與
3. 國家自然科學基金重點項目 基於局域強信號與位域空間變換的關鍵傳動設備故障預示與診斷方法研究 已結題🌷、參與
論文 👩🏽🍼：
1.Lei Xiao*, Tangbin Xia, Ershun Pan & Xinghui Zhang. Long-term predictive opportunistic replacement optimisation for a small multi-component system using partial condition monitoring data to date. International Journal of Production Research. 2019. DIO:10.1080/00207543.2019.1641236 (SCI)
2.Lei Xiao, Xinghui Zhang, Siliang Lu*, Tangbin Xia, Lifeng Xi. A novel weak-fault detection technique for rolling element bearing based on vibrational resonance. Journal of Sound and Vibration. 2019, 438, 490-505. (SCI)
3. Tangbin Xia, Yifan Dong, Lei Xiao*, Shichang Du, Ershun Pan, Lifeng Xi. Recent advances in prognostics and health management for advanced manufacturing paradigms. Reliability Engineering & System Safety. 2018, 178, 255-268. (SCI)
4.Lei Xiao* and Tangbin Xia. Opportunistic replacement optimization for multi-component system based on programming theory. Journal of Shanghai Jiao Tong University. 2018, 23(Supplement 1): 77–84. (EI)
5. Lei Xiao*, Xinghui Zhang, Tangbin Xia, Ershun Pan. A novel weak bearing fault detection method based on vibrational resonance. 2018 Prognostics and Health Management, Chongqing, China. （EI）最佳論文獎
6. Hanxin Feng, Lifeng Xi, Lei Xiao, Tangbin Xia, Ershun Pan*. Imperfect preventive maintenance optimization for flexible flowshop manufacturing cells considering sequence-dependent group scheduling. Reliability Engineering & System Safety. 2018, 176, 218-229.（SCI）
7. Tangbin Xia, Lifeng Xi, Shichang Du, Lei Xiao, Ershun Pan*. Energy-oriented maintenance decision-making for sustainable manufacturing based on energy saving window. ASME Transactions, Journal of Manufacturing Science and Engineering. 2018, 140(5), 051001: 1-12. （SCI）
8. Lei Xiao*, Xiaohui Chen, Xinghui Zhang, Min Liu. A novel approach for bearing remaining useful life estimation under neither failure nor suspension histories condition. Journal of Intelligent Manufacturing. 2017, 28(8): 1893-1914. （SCI）
9. Xiaohui Chen, Dawei Xu*, Lei Xiao. Joint optimization of replacement and spare ordering for critical rotary component based on condition signal to date, Eksploatacja I Niezawodnosc – Maintenance and Reliability. 2017, 19(1): 76-85. （SCI）
10.Lei Xiao, Sanling Song, Xiaohui Chen, David W. Coit*. Joint optimization of production scheduling and machine group preventive maintenance. Reliability Engineering and System Safety. 2016, 146: 68-78. （SCI）
11. Junxing Li*, Yongbo Zhang, Zhihua Wang, Huimin Fu, Lei Xiao. Reliability analysis of the products subject to competing failure processes with unbalanced data. Eksploatacja I Niezawodnosc – Maintenance and Reliability. 2016, 18(1): 98-109. （SCI）
12. Xiaohui Chen, Lei Xiao*, Xinghui Zhang, Weixiao Xiao, Junxing Li. An integrated model of production scheduling and maintenance planning under imperfect preventive maintenance, Eksploatacja I Niezawodnosc – Maintenance and Reliability, 2015, 17(1): 70-79. （SCI）
13. Xiaohui Chen, Lei Xiao*, Xinghui Zhang. A production scheduling problem considering random failure and imperfect preventive maintenance, Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. 2015, 229(1), 26-35.(SCI)
14. Xiaohui Chen, Lei Xiao*, Xinghui Zhang, Zhenxiang Liu. A heterogeneous fault diagnosis method for bearings in gearbox, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 2015, 229(8): 1491-1499. （SCI）
15. Xinghui Zhang, Lei Xiao*, Jianshe Kang. Degradation prediction model based on a neural network with dynamic windows. Sensors. 2015, 15(3): 6996-7015.（SCI）
16. Xinghui Zhang*, Lei Xiao, Jianshe Kang. Bearing fault detection based on stochastic resonance optimized by Levenberg-Marquardt algorithm, International Journal of Performability Engineering. 2015, 11(1): 61-70. （EI）
17. Lei Xiao*, Xiaohui Chen, Xinghui Zhang, A joint optimizaiton of momentum item and Levenberg-Marquardt algorithm to level up the BPNN’s generalization ablility, Mathematical Problems in Engineering. 2014, 2014: 1-10. （SCI）
18. Xinghui Zhang*, Lei Xiao, Jianshe Kang. Application of an improved Levenberg- Marquardt back propagation neural network to gear fault level identification. Journal of Vibroengineering. 2014, 16(2): 855-868. （SCI）
獲獎情況：
1. 上海交通大學專業技術職稱：助理研究員
2. 最佳論文獎（The 2018 Prognostics and System Health Management Conference）
3. 重慶市優秀博士學位論文
4. 重慶大學優秀博士學位論文
5. 重慶大學優秀畢業生
主講課程👴：
1. 自選綜合實驗
聯系方式：
地址：上海市松江區人民北路2999號4號沐鸣2樓3024室 201620
郵箱：leixiao211@dhu.edu.cn
辦公電話🛴：
Add：room 3024 No.4 College Building, 2999 North Renmin Rd, Songjiang, Shanghai, P.R.C, 201620
E-mail🤰：leixiao211@dhu.edu.cn
Tel▪️：