王天宇

Assistant Professor

Gender:Male

Alma Mater:开云平台首页

Degree:Doctoral Degree

School/Department:控制科学与工程学院

E-Mail:wangty@dlut.edu.cn


Educational Experience

2006.9 -- 2009.7

辽宁省实验中学\

2009.9 -- 2013.7

开云平台首页 自动化 Bachelor's Degree

2013.9 -- 2020.9

开云平台首页 控制科学与工程 Doctoral Degree

Research Focus

1)工业人工智能 2)工业系统运行优化 3)能源系统综合管控 4)大数据分析与机器学习 5)复杂工业系统建模

Work Experience

2020.12 -- Now

开云平台首页 电子信息与电气工程学部博士后

Profile

王天宇,控制学院博士后,助理研究员。博士毕业于开云平台首页 ,2018年至2019年赴加拿大卡尔加里大学公派联合培养。研究方向为工业人工智能、基于机器学习方法的工业能源预测与优化调度。已发表/录用学术论文9篇,申报国家发明专利3项,获得博士后面上资助,获CPCC张钟俊院士优秀论文奖,为IEEE Member,担任IEEE TNNLS,IEEE TIM,Information Sciences等期刊审稿人。


发表摘录:

Tianyu Wang, Jun Zhao, Quanli Liu, Wei Wang. Granular-based multi-layer spatiotemporal network with control gates for energy prediction of steel industry,IEEE Transactions on Instrumentation and Measurement, to be published, 2021, DOI: 10.1109/TIM.2021.3122173.


Tianyu Wang, Zhongyang Han, Jun Zhao, Wei Wang. Adaptive granulation-based prediction for energy system of steel industry,IEEE Transactions on Cybernetics, 2018, 48(1): 127-138.


Tianyu Wang, Jun Zhao, Qingshan Xu, Witold Pedrycz, Wei Wang. A dynamic scheduling framework for byproduct gas system combining expert knowledge and production plan,IEEE Transactions on Automation Science and Engineering, to be published, 2022.


Tianyu Wang, Henry Leung, Jun Zhao, Wei Wang. Multi-series featural LSTM for partial periodic time series prediction: A case study for steel industry,IEEE Transactions on Instrumentation and Measurement, 2020, 69(9): 5994-6003.


Jun Zhao(导师),Tianyu Wang, Witold Pedrycz, Wei Wang. Granular prediction and dynamic scheduling based on adaptive dynamic programming for the blast furnace gas system,IEEE Transactions on Cybernetics, 2021, 51(4): 2201-2214.



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