龙建宇

副教授

办公室电话 Office Phone：

E-mail：longjy@dgut.edu.cn

教育背景/经历 Education:

2012.09-2017.06 重庆大学 博士生（直博）

2008.09-2012.07 重庆大学 本科生

工作经历 Work Experience:

2023.07-至今 东莞理工学院 特聘教授

2020.03-2023.07 东莞理工学院 副教授

2019.04-2020.02 东莞理工学院 讲师

2017.06-2019.04 华南理工大学&东莞理工学院 博士后

2015.01-2016.01 美国佛罗里达大学 访问学者

科研情况：

围绕高端装备智能运维、运筹优化、机器学习、智能计算等领域开展研究。入选第八届中国科协青年人才托举工程、教育部全国高校黄大年式教师团队骨干成员、全球前2%顶尖科学家榜单，担任广东高校高端装备智能运维创新团队负责人。主持国家自然科学基金2项、省部级项目3项，参与国家级、省部级项目6项。获得重庆市科技进步二等奖1项、广东省机械工业科学技术一等奖1项、广东省仪器仪表学会青年优秀人才奖1项。发表SCI论文60多篇，其中ESI高被引7篇，中科院一区论文20多篇。以第一发明人获中国授权发明专利9项，其中4项已转让企业。担任期刊《机械工程学报》、《Journal of Dynamics，Monitoring and Diagnostics》、《工业工程》、《机电工程技术》的青年编委。多次受邀担任国际学术会议的Proceeding Chair，并以第一主编和第三主编身份出版会议论文集2部。

担任国家自然科学基金通讯评审专家、中国振动工程学会转子动力学专业委员会委员、中国系统工程学会系统可靠性工程专业委员会委员、中国仪器仪表学会设备结构健康监测与预警分会委员、广东省仪器仪表学会理事、广东省机械工程学会设备与维修工程分会理事。

出版物

[1] Jianyu Long, Rongxin Zhang, Yibin Chen, Rong Zhao, Zhe Yang, Yunwei Huang, Chuan Li, A customized meta-learning framework for diagnosing new faults from unseen working conditions with few labeled data, IEEE/ASME Transactions on Mechatronics, 2023.

[2] Jianyu Long, Yibin Chen, Huiyu Huang, Zhe Yang, Yunwei Huang, Chuan Li, Multidomain variance-learnable prototypical network for few-shot diagnosis of novel faults, Journal of Intelligent Manufacturing, 2023.

[3] Jianyu Long, Yaoxin Qin, Zhe Yang, Yunwei Huang, Chuan Li, Discriminative feature learning using a multiscale convolutional capsule network from attitude data for fault diagnosis of industrial robots, Mechanical Systems and Signal Processing, 2023, 109569. (ESI高被引论文)

[4] Jianyu Long, Yibin Chen, Zhe Yang, Yunwei Huang, Chuan Li, A novel self-training semi-supervised deep learning approach for machinery fault diagnosis, International Journal of Production Research, 2023. (IJPR Top Trending Article 2023)

[5] Jianyu Long, Panos M.Pardalos, Chuan Li, Level-based multi-objective particle swarm optimizer for integrated production scheduling and vehicle routing decision with inventory holding, delivery, and tardiness costs, International Journal of Production Research, 2022, 60, 3319-3338.

[6] Jianyu Long, Rongxin Zhang, Zhe Yang, Yunwei Huang, Yu Liu, Chuan Li, Self-Adaptation Graph Attention Network via Meta-Learning for Machinery Fault Diagnosis With Few Labeled Data, IEEE Transactions on Instrumentation and Measurement, 2022, 71, 3515411.

[7] Jianyu Long, Jindong Mou, Liangwei Zhang, Shaohui Zhang, Chuan Li, Attitude data-based deep hybrid learning architecture for intelligent fault diagnosis of multi-joint industrial robots, Journal of Manufacturing Systems, 2021, 61, 736-745. (ESI高被引论文)

[8] Jianyu Long, Faisal Nazeer, Zhe Yang, Chuan Li, Compressive properties, mechanical anisotropy and hardness analysis of Mg-Zn alloy under cross pre-compression, Archives of Civil and Mechanical Engineering, 2021, 21, 156.

[9] Jianyu Long, Shaohui Zhang, Chuan Li, Evolving Deep Echo State Networks for Intelligent Fault Diagnosis, IEEE Transactions on Industrial Informatics, 2020, 16(7): 4928-4937. (ESI高被引论文)

[10] Jianyu Long, Zhenzhong Sun, Panos M.Pardalos, Yun Bai, Shaohui Zhang, Chuan Li, A robust dynamic scheduling approach based on release time series forecasting for the steelmaking-continuous casting production, Applied Soft Computing, 2020, 92: 106271.

[11] Jianyu Long, Zhenzhong Sun, Chuan Li, Ying Hong, Yun Bai, Shaohui Zhang, A Novel Sparse Echo Autoencoder Network for Data-Driven Fault Diagnosis of Delta 3-D Printers, IEEE Transactions on Instrumentation and Measurement, 2020, 69(3): 683-692. (ESI高被引论文)

[12] Jianyu Long, Zhong Zheng, Xiaoqiang Gao, Panos M.Pardalos, Wanzhe Hu, An effective heuristic based on column generation for the two-dimensional three-stage steel plate cutting problem, Annals of Operations Research, 2020, 289: 291–311.

[13] Jianyu Long, Zhenzhong Sun, Panos M.Pardalos, Ying Hong, Shaohui Zhang, Chuan Li, A hybrid multi-objective genetic local search algorithm for the prize-collecting vehicle routing problem, Information Sciences, 2019, 478: 40-61.

[14] Jianyu Long, Zhong Zheng, Xiaoqiang Gao, Panos M.Pardalos, Scheduling a realistic hybrid flow shop with stage skipping and adjustable processing time in steel plants, Applied Soft Computing, 2018, 64: 536-549.

[15] Jianyu Long, Zhong Zheng, Xiaoqiang Gao, Dynamic scheduling in steelmaking-continuous casting production for continuous caster breakdown, International Journal of Production Research, 2017, 55(11): 3197-3216.

[16] Jianyu Long, Zhong Zheng, Xiaoqiang Gao, Panos M.Pardalos, A hybrid multi-objective evolutionary algorithm based on NSGA-II for practical scheduling with release times in steel plants, Journal of the Operational Research Society, 2016, 67(9): 1184-1199.

[17] Yunwei Huang, Jing Qin, Jianyu Long(corresponding author), Mujun Long, Dengfu Chen, Zhe Yang, Chuan Li, Experimental investigation on the effects of particulate interference on radiation thermometry, International Journal of Heat and Mass Transfer, 2024, 224: 125350.

[18] Zhe Yang, Yunwei Huang, Faisal Nazeer, Yanyang Zi, Gianluca Valentino, Chuan Li, Jianyu Long(corresponding author), Huiyu Huang, A novel fault detection method for rotating machinery based on self-supervised contrastive representations, Computers in Industry, 2023, 147: 103878.

[19] Zhe Yang, Jianyu Long(corresponding author), Yanyang Zi, Shaohui Zhang, Chuan Li, Incremental Novelty Identification From Initially One-Class Learning to Unknown Abnormality Classification, IEEE Transactions on Industrial Electronics, 2022, 69: 7394-7404.

[20] Jie Lin, Muhammad W. Shahzad, Jianwei Li, Jianyu Long(corresponding author), Chuan Li, Kian Jon Chua, A robust physics-based model framework of the dew point evaporative cooler: From fundamentals to applications, Energy Conversion and Management, 2021, 233, 113925.

[21] Yunwei Huang, Jianyu Long(corresponding author), Dengfu Chen, Mujun Long, Zhe Yang, Chuan Li, Temperature errors in two-color pyrometry simultaneously considering reflection and combustion gas radiation, Optics Express, 2021, 25084-25099.

[22] Faisal Nazeer, Jianyu Long(corresponding author), Zhe Yang, Chuan Li, Effect of graphene on the mechanical and anisotropic thermal properties of Cu–Ta composites, Nanotechnology, 2021, 435701.

[23] Shaohui Zhang, Zhenzhong Sun, Chuan Li, Diego Cabrera, Jianyu Long(corresponding author), Yun Bai, Deep Hybrid State Network With Feature Reinforcement for Intelligent Fault Diagnosis of Delta 3-D Printers, IEEE Transactions on Industrial Informatics, 2020, 16: 779-789.

[24] Jie Lin, Ruzhu Wang, Chuan Li, Sibao Wang, Jianyu Long(corresponding author), Kian Jon Chua, Towards a thermodynamically favorable dew point evaporative cooler via optimization, Energy Conversion and Management, 2020, 203, 112224.