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
主要研究方向：生产调度、故障诊断、运筹优化、机器学习、智能计算。
个人学术主页：https://www.researchgate.net/profile/Jianyu_Long2
1. 国家自然科学基金青年科学基金项目：基于生产不确定性概率预测的车间多尺度实时鲁棒调度方法研究，2019/01-2021/12，主持
2. 中国博士后科学基金面上基金一等资助项目: 数据驱动的炼钢厂生产不确定性动态表征与实时鲁棒调度，2018/03-2019/05，主持
3. 广东省自然科学基金：大数据驱动的风力机剩余寿命预测与视情维修调度研究，2018/05-2021/04，主持






出版物　Publications
[1] 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: 9.122)
[2] 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: 5.472)
[3] 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: 3.658)
[4] 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: 2.583)
[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, 2020. (IF: 5.105, In press)
[6] 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: 5.91)
[7] 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: 5.472)
[8] Jianyu Long, Zhenzhong Sun, Haibin Chen, Yun Bai, Ying Hong, Variable neighborhood search for integrated determination of charge batching and casting start time in steel plants, Journal of Intelligent & Fuzzy Systems, 2018, 34(6): 3821-3832. (IF: 1.851)
[9] 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: 4.577)
[10] 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: 2.175)