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:

2020.03-至今 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 Scientific:

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，主持国家自然科学基金2项、中国博士后科学基金面上基金一等资助项目1项、广东省自然科学基金1项，参与其他国家级、省部级项目多项。发表SCI/EI论文40多篇，其中以第一作者/通讯作者身份发表SCI论文20多篇（ESI高被引3篇，中科院一区论文10篇、二区论文8篇、IF>5的15篇、IF>10的4篇）。以第一发明人身份获得中国授权发明专利9项，其中4项已完成转化。获重庆市科技进步二等奖1项（排名第十）。

担任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、中国技术市场协会PHM专委会委员、电气与电子工程师协会（IEEE）会员、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。

- Google Scholar ID: https://scholar.google.com/citations?user=fxqy1coAAAAJ&hl=zh-CN

- Researchgate ID：https://www.researchgate.net/profile/Jianyu_Long2

出版物 Publications:

[1]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. (IF: 8.934)

[2]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, 2022. (IF: 9.018)

[3]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. (IF: 5.332)

[4]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. (IF: 9.018)

[5]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. (IF: 9.498, ESI高被引论文)

[6]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. (IF: 4.042)

[7]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. (IF: 11.648, ESI高被引论文)

[8]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. (IF: 8.263)

[9]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. (IF: 5.332, ESI高被引论文)

[10]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. (IF: 4.820)

[11]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. (IF: 8.233)

[12]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. (IF: 8.263)

[13]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. (IF: 9.018)

[14]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. (IF: 3.051)

[15]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. (IF: 8.162)

[16]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. (IF: 11.533)

[17]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. (IF: 3.833)

[18]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. (IF: 3.953)

[19]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. (IF: 11.648)

[20]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. (IF: 11.533)