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吕雅琼

发布时间:2021-09-27

姓    名:吕雅琼

性    别:女

出生年月:1986.01

职称/职务:副教授

学位/学历:博士/研究生

联系方式:Y.Q.LV@whut.edu.cn/13750824465



个人简历:

教育经历:

2008/08–2013/07新加坡南洋理工大学 机械与航天航空工程学院  系统工程管理系   博士

2004/09–2008/06华中科技大学        机械科学与工程学院       工业工程系    本科

工作经历                                                                             

2021/07-至今     武汉理工大学   交通与物流工程学院        副教授               

2017/09-2021/07 武汉理工大学       物流工程学院           副教授  

2017/01-2017/09  武汉理工大学     物流工程学院             讲师                

2016/08-2017/01  香港理工大学   工业与系统工程系      Research Fellow 

2013/11-2016/05 新加坡CEI制造有限公司               数据及商业智能分析师

2012/10-2013/10 新加坡CEI制造有限公司                商业软件研发分析师                            



研究方向:智能诊断与故障预测、智能维护决策、数据驱动的生产系统优化



主要科研项目:

[1]国家自然科学基金青年项目(72101194)“质量不确定待修件的维修再制造生产决策及优化“,在研 主持

[2]中国轻工业工业互联网与大数据重点实验开放课题(IIBD-2021-KF04)“数据驱动基于深度强化学习的早期故障预测研究”,在研 主持

[3]教育部人文社科基金一般项目青年基金项目(20YJC630096)“大数据环境下港口岸电系统预测维护策略研究”,在研 主持

[4]国家电网公司总部科技项目(5418-201971157A-0-0-00),“跨省内河流域港口岸电智能化平台接入运营关键技术研究及示范应用”,结题 主要参与

[5]国家科技部重点研发项目(2018YFC1407405) “绿色船舶和绿色港口海洋环境安全保障服务技术与标准研究”, 结题 参与

[6]武汉理工大学自主创新项目(2018IVA086),“基于大数据分析的状态预测研究”,结题 主持

[7]香港Innovation and Technology Fund Research Project (ITS/324/17FX): “Development of a Cloud-based Cyber Physical Logistic System for Cross-border E-commerce Industry” , 在研 主要参与

[8]武汉理工大学博士科研配套经费, “基于工业物联网RFID技术的着色Petri网系统实时建模方法研究及应用”,在研 主持

[9]武汉新港委员会长江内河港口岸电系统工程产业项目(武政办(201689号),“港口岸电项目-系列化内河岸电产品研发及应用”结题 参与

[10]湖北省人文社科重点研究基地项目(JD18), “基于物联网环境下的助听设备的验配与应用”,结题 主持

[11]企业委托项目,“全球港口科技应用现状与展望研究咨询服务项目”,结题 参与



主要教学科研成果:

获奖:

[1]国际工业工程与运作管理学会,IEOM Teaching Excellence Award2021,(排名1/1

[2]武汉理工大学2020届优秀学士学位论文,指导老师

[3]带式输送机混矿工艺的研究与应用,中国港口协会,科技进步二等奖, 2019,省部级(排名3/10);

主要论文:

[1]Lv, Y.Q., Zhou, Q., Li, Y.*, & Li, W. (2021). “A predictive maintenance system for multi-granularity faults based on AdaBelief-BP neural network and fuzzy decision making”. Advanced Engineering Informatics, 49, 101318.

[2] Tu, L., Lv, Y.Q.*, Zhang, Y., & Cao, X. (2021). “Logistics service provider selection decision making for healthcare industry based on a novel weighted density-based hierarchical clustering”. Advanced Engineering Informatics, 48, 101301.

[3] Lee C K M, Lv Y.Q.*, “Design and application of Internet of things-based warehouse management system for smart logistics”. International Journal of Production Research, 2018(3):1-16.

[4]Lv, Yaqiong*, and D. Lin. "Design an intelligent real-time operation planning system in distributed manufacturing network" Industrial Management & Data Systems117.4 (2017): IMDS-06-2016-0220.

[5] Ng, K.K.H., Lee, C.K., Chan, F.T. and Lv, Y.Q.*, “Review on meta-heuristics approaches for airside operation research”. Applied Soft Computing, (2018). 66, pp.104-133.

[6]Lv, Yaqiong, Shangjia Xiang, Tianyi Zhu, and Shuzhu Zhang*. "Data-Driven Design and Optimization for Smart Logistics Parks: Towards the Sustainable Development of the Steel Industry" Sustainability 12, no. 17 (2020): 7034.

[7]Lv, Y.Q.*; Lee, C.; Wu, Z.; Chan, H.; IP, W.;, "Priority based Distributed Manufacturing Process Modeling via Hierarchical Timed Colored Petri Net", IEEE Transactions on Industrial Informatics, vol.PP, no.99, pp.1, doi: 10.1109/TII.2012.2215043

[8]Lv, Y.Q., C. K. M. Lee*, et al. RFID-based Colored Petri net applied for quality monitoring in manufacturing system", International Journal of Advanced Manufacturing Technology: Volume 60, Numbers 1-4 (2012), 225-236,

[9]Yaqiong, Lv., L. K. Man*, et al. "Fuzzy theory applied in quality management of distributed manufacturing system: A literature review and classification" Engineering Applications of Artificial Intelligence (2011), 24(2): 266-277.

[10] Jun Wu & Chaoyong Wu, Yaqiong Lv *, Chao Deng & Xinyu Shao, “Design a Degradation condition monitoring system scheme for rolling bearing using EMD and PCA”Industrial Management & Data Systems117.4 (2017).

[11] Yang, H., Li, W. D., Hu, K. X., Liang, Y. C., & Lv, Y. Q.“Deep Ensemble Learning with Non-equivalent Costs of Fault Severities for Rolling Bearing Diagnostics”. Journal of Manufacturing System, 2021

[12] Lee, C. K., Lin, B., Ng, K. K. H., Lv, Y.Q., & Tai, W. C. (2019). “Smart robotic mobile fulfillment system with dynamic conflict-free strategies considering cyber-physical integration”. Advanced Engineering Informatics, 42, 100998.

[13] Lee C K M., Yaqiong Lv, and Zhen Hong. "Risk modelling and assessment for distributed manufacturing system." International Journal of Production Research 51.9 (2013): 2652-2666.

[14]Lv, Y. Q., and C. K. M. Lee. "Fuzzy Hierarchical Clustering Applied for Quality Estimation in Manufacturing System", International Journal of Industrial and Manufacturing Engineering 6.4 (2012): 817-820.

[15] Carman K. M. Lee, Y. Q. Lv. D.P. Lin & George T.S. Ho, “Monitoring Food Manufacturing Process with RFID and Intelligence Techniques”, International Journal of Information Analysis and Processing(IJIAP), Volume 2, Number 2, October 2009 Pages:53-61

[16] Lee, C., Ng, Y.,Lv, Y., & Taezoo, P. “Empirical Analysis of a Self-service Check-in Implementation in Singapore Changi Airport”, International Journal of Engineering Business Management, (2014), 6(6), 33-44.

[17] Zhao, Wenqin, Yaqiong Lv*, and Qianwen Zhou. "Health State Prognostics Study Based on Extreme Learning Machine." 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE, 2020.

[18]Lv, Yaqiong, Cao, X., Zhou, Q., Zhao, W., & Ding, K.. "Safety and Security Study for Shore Power System: State-of-the-Art." 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE, 2020.

[19] Zhou, Qianwen, Lv, Yaqiong*., Tu, L., Wang, M., & Li, S.. "Study of fault diagnosis for rolling bearing based on clustering algorithms." 2020 5th International Conference on Control and Robotics Engineering (ICCRE). IEEE, 2020.

[20] Zhou, Qianwen, Lv, Yaqiong.*, Tu, L., & Lee, C. K. M. "Parking Spots Selection for Shared Bicycle on Campus." 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE, 2019.

[21] Zhang, Y., Yaqiong, LV.*, Lei, TU., & Yueqiu, HOU. (2019, July). “Intelligent Logistics Supplier Selection Based On Improved Agglomerative Hierarchical Clustering Algorithm”. In 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) (Vol. 1, pp. 1309-1314). IEEE.

[22]Yaqiong, LV., et al. "IoT based omni-channel logistics service in industry 4.0." 2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI). IEEE, 2018.

[23]Lv, Y. Q., and C. K. M. Lee. "Fuzzy Hierarchical Clustering Applied for Quality Estimation in Manufacturing System." International Journal of Industrial and Manufacturing Engineering 6.4 (2012): 817-820.

[24]Lv, Y. Q., and Carman Ka Man Lee. "Fuzzy hierarchical clustering based on fuzzy dissimilarity." 2011 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE, 2011.

[25]Lv, Y. Q., and C. K. M. Lee. "Application of hierarchical colored Petri net in distributed manufacturing network." 2010 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE, 2010.

[26]Lv, Y. Q., and C. K. M. Lee. "Development of fuzzy clustering engine for decision making in manufacturing." 2010 IEEE International Conference on Management of Innovation & Technology. IEEE, 2010.

[27] Shao, X. Y., Wu, J., Lv, Y. Q., & Deng, C. (2008). Reliability assessment methods of complicated mechanical product based on statistical learning theory. In Advanced Materials Research (Vol. 44, pp. 575-580). Trans Tech Publications Ltd.

[28] Xia, J., Hu, Y., Lv, Y., & Wu, B. (2008). Testing research on the thermal error characteristic of ballscrew feed system. In Advanced Design and Manufacture to Gain a Competitive Edge (pp. 303-313). Springer, London.

[29] Wenqin Zhao, Yaqiong Lv*, Jinhua Xiao and Yifan Li. "Fault Diagnosis of Rolling Bearings based on GA-SVM Model" 2021 IEEE Global Reliability & Prognostics and Health Management (PHM) Conference . IEEE, 2021.

[30]Shangjia Xiang, Yaqiong Lv*, and Jinhua Xiao"Optimization of Agv Dispatching Based on Petri Net Towards Smart Manufacturing System " 2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE, 2021.

[31] Jinhua Xiao, W.D. Li, Yaqiong Lvand Guangchao Du"Disassembly information interoperability for electric vehicle battery in remanufacturing based on STEP standards " 54th CIRP Conference on Manufacturing Systems CMS 2021



学术兼职:

IEEE IEEMIEEE SOLI, IEEE ICCREIEOM国际会议技术委员会成员,分论坛主席;

IEEE会员,IEEE SMC武汉Chapter成员,中国自动化学会会员,中国系统工程学会会员,中国物流学会会员

International Journal of Production Research, IEEE Transactions on Industrial Informatics, IEEE Transactions on Systems, Man, and Cybernetics: Systems, IEEE Transactions on Neural Networks and Learning Systems, Advanced Engineering Informatics, Industrial Management & Data System 等多个国际著名SCI期刊审稿人。



研究生招生专业:

系统科学,机械工程(学术型、专业型),物流工程与管理


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