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个人简介

教育经历 2004.92010.7 大连理工大学控制理论与控制工程博士 2000.92004.7 大连理工大学自动化学士 1997.92000.7 大连理工大学附属中学 工作经历 2010.9至今 大连理工大学讲师 2016.12至今 大连理工大学控制科学与工程学院副教授 2010.92012.8 大连理工大学计算机科学与技术学院博士后

研究领域

4)企业智能信息化平台 3)基于数据的系统建模及优化 2)工业生产计划与优化调度 1)复杂工业生产建模与智能优化(CIMS)

近期论文

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吕志明,王霖青,赵珺,刘颖.一种基于自适应代理模型的并行贝叶斯优化方法[J],控制与决策,2018,34(5):1025-1031 刘颖,刘若愚,赵珺,王伟.基于变分推理回声状态网络集成模型的工业数据区间预测[J],控制理论与应用,2018,35(8):1066-1073 Wang, Tianyu,Zhao, Jun,Wang, Wei,Liu, Ying,Guo, Ge.Target-Oriented Granular Inference with Evolutionary Updating for Converter Gas Scheduling[A],2018,2610-2616 Huang, Yan,Lv, Zheng,Liu, Ying,Wang, Wei.A Fuzzy Modeling Method Based on Dirichlet Process Mixture Model for Blast Furnace Gas System[J],IFAC-PapersOnLine,2018,51(21):301-306 刘洋,吕政,赵珺,刘颖,王伟.基于模糊分类的煤气系统调度调整点在线识别[A],2017,1 Lv Z.,Zhao J.,Liu Y.,Wang W.,Han M..A multi-objective clustering-based membership functions formation method for fuzzy modeling of ga...[J],IFAC-PapersOnLine,2017,50(1):12823-12828 Jin, Feng,Wang, Linqing,Zhao, Jun,Wang, Wei,Liu, Ying,Li, Jian.A Dynamic Causal Diagram and Constraint-based Method for Scheduling in Blast Furnace Gas System...[A],2017,119-124 Wang, Tianyu,Wang, Linqing,Zhao, Jun,Wang, Wei,Liu, Ying.Evolutionary Adaptive Dynamic Programming Algorithm for Converter Gas Scheduling of Steel Indus...[A],2017,137-142 张乾乾,赵珺,盛春阳,王伟,刘颖.一种两阶段钢铁企业氧气系统平衡调整方法[J],控制工程,2017,24(4):716-721 Zhai, Yanwei,Lv, Zheng,Liu, Ying,Zhao, Jun,Wang, Wei.An Improved WM Fuzzy Modeling Method for Blast Furnace Gas System[A],2017,9737-9742 吕政,赵珺,刘颖,王伟.基于模糊分类的煤气系统调度调整点在线识别[J],控制工程,2017,24(9) 吕政,赵珺,刘颖,王伟,韩敏.A multi-objective clustering-based membership functions formation method for fuzzy modeling of ga...[A],2017 金锋,赵珺,盛春阳,王伟,刘颖.基于输入延迟支持向量机的氮气管网压力预测[J],信息与控制,2016,45(6):753-758 Lv, Zheng,Zhao, Jun,Liu, Ying,Wang, Wei.Data imputation for gas flow data in steel industry based on non-equal-length granules correlat...[J],INFORMATION SCIENCES,2016,367:311-323 Chen, Long,Liu, Ying,Zhao, Jun,Wang, Wei,Liu, Quanli.Prediction intervals for industrial data with incomplete input using kernel-based dynamic Bayes...[J],ARTIFICIAL INTELLIGENCE REVIEW,2016,46(3):307-326 Han, Zhongyang,Zhao, Jun,Wang, Wei,Liu, Ying.A two-stage method for predicting and scheduling energy in an oxygen/nitrogen system of the ste...[J],CONTROL ENGINEERING PRACTICE,2016,52:35-45 刘颖,张平,赵珺,吕政,王伟.基于尺度不变特征变换的浮选泡沫图像动态特性提取方法[J],控制理论与应用,2016,33(6):718-726 陈龙,王伟,刘颖,赵珺.基于不完整输入动态贝叶斯网的高炉消耗煤气量区间预测[A],2016,6 赵珺,刘颖,王伟.Stacked Denoising Autoencoders Based Prediction on Gas Flow of A Blast Furnace[A],2016 刘颖,赵珺,王伟.Prediction intervals for blast furnace consumption gas with incomplete input based on dynamic Bay...[A],2016 Lv, Zheng,Zhao, Jun,Liu, Ying,Wang, Wei.Use of a quantile regression based echo state network ensemble for construction of prediction I...[J],CONTROL ENGINEERING PRACTICE,2016,46:94-104 赵珺,崔庆磊,刘颖,王伟.基于多目标分层遗传模糊建模的磨矿过程溢流粒度软测量[J],控制与决策,2015,30(12):2187-2192 张乾乾,赵珺,盛春阳,王伟,刘颖.一种两阶段钢铁企业氧气系统平衡调整方法[A],2015,1 金锋,赵珺,盛春阳,王伟,刘颖.基于输入延迟最小二乘支持向量机的氮气管网压力预测[A],2015,1 乔峥,王伟,郭戈,刘颖,赵珺.基于子集融合与规则简约的磨矿过程模糊建模[J],控制理论与应用,2015,32(6):770-777 吕政,赵珺,刘颖,王伟.基于最大方差权信息系数的煤气数据填补[J],控制理论与应用,2015,32(5):646-654 Lv, Zhiming,Lv, Zheng,Zhao, Jun,Liu, Ying,Wang, Wei.A simplified nonlinear modeling for a two-stage grinding process circuit[A],2015,610-614 Lv, Zheng,Liu, Ying,Zhao, Jun,Wang, Wei.Soft computing for overflow particle size in grinding process based on hybrid case based reason...[J],APPLIED SOFT COMPUTING,2015,27(27):533-542 Lv, Zheng,Zhao, Jun,Wang, Wei,Liu, Ying,Wang, Linqing.Subset fusion based T-S fuzzy modeling for blast furnace gas system in steel industry[A],2015 Qin S.,Liu Y.,Shao C..A neural network for solving nonlinear convex programming with linear equality and bounded constr...[J],Journal of Applied Nonlinear Dynamics,2015,4(1):43-52 Zhao, Jun,Wang, Wei,Sun, Kan,Liu, Ying.A Bayesian Networks Structure Learning and Reasoning-Based Byproduct Gas Scheduling in Steel In...[J],IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING,2014,11(4):1149-1154 Song W.,Wang D.,Liu Y..Nonlinear system approximation and prediction using fuzzy Taylor neural network-based extreme lea...[J],ICIC Express Letters, Part B: Applications,2014,5(5):1231-1236 Han, Zhongyang,Zhao, Jun,Wang, Wei,Liu, Ying,Liu, Quanli.Granular Computing Concept based long-term prediction of Gas Tank Levels in Steel Industry[A],2014,47(3):6105-6110 冯仁光,赵珺,王伟,刘颖.基于改进的自适应权重FCM和形态学的浮选泡沫图像分割[A],2014,8 周帆,赵珺,王伟,刘颖.基于混合高斯模型的独立成分分析在过程监测中的应用[A],2014,8 吕政,赵珺,刘颖,王伟.基于最大方差权信息系数的冶金煤气流量数据填补[A],2014,11 Lu X.,Zhao J.,Liu Y.,Wang W..A hybrid genetic algorithm for byproduct gas scheduling in steel plant[A],2014,2015-March(March):1805-1810 Zhao, Jun,Liu, Kai,Wang, Wei,Liu, Ying.Adaptive fuzzy clustering based anomaly data detection in energy system of steel industry[J],INFORMATION SCIENCES,2014,259:335-345 Zhao, Jun,Zhu, Xiaoliang,Wang, Wei,Liu, Ying.Extended Kalman filter-based Elman networks for industrial time series prediction with GPU acce...[J],NEUROCOMPUTING,2013,118:215-224 Lv Z.,Liu Y.,Zhao J.,Wang W..Bayesian neural networks based pipeline pressure prediction for steam system in steel industry[A],2013,344-349 Liu, Y.,Zhao, J.,Wang, W..A Gaussian Process Echo State Networks Model for Time Series Forecasting[A],2013,643-648 赵珺,王伟,刘颖.ExtendedKalman filter-basedElmannetworksforindustrialtime[J],Neurocomputing,2013,118(10):215-224 刘颖,王伟.An improved Generalized-Trend-Diffusion based data imputation for steel industry[J],Mathematical Problems in Engineering,2013,2013:1-10 Han, Zhongyang,Liu, Ying,Zhao, Jun,Wang, Wei.Real time prediction for converter gas tank levels based on multi-output least square support v...[J],CONTROL ENGINEERING PRACTICE,2012,20(12):1400-1409 盛春阳,赵珺,王伟,刘颖.基于数据的高炉煤气系统模糊辨识[A],2012,1-8 Liu, Ying,Liu, Quanli,Wang, Wei,Zhao, Jun,Leung, Henry.Data-driven based model for flow prediction of steam system in steel industry[J],INFORMATION SCIENCES,2012,193:104-114 Zhao, Jun,Liu, Ying,Zhang, Xiaoping,Wang, Wei.A MKL based on-line prediction for gasholder level in steel industry[J],CONTROL ENGINEERING PRACTICE,2012,20(6):629-641 Sheng, Chunyang,Zhao, Jun,Liu, Ying,Wang, Wei.Prediction for noisy nonlinear time series by echo state network based on dual estimation[J],NEUROCOMPUTING,2012,82:186-195 盛春阳,赵珺,王伟,刘颖.基于T-S模型的高炉煤气系统模糊建模[J],上海交通大学学报,2012,46(12):1907-1913 刘颖,赵珺,王伟.Study on balance scheduling based on the gasholder level prediction for blast furnace gas system ...[J],Applied Mechanics and Materials,2012,128-129:1464-1467 盛春阳,赵珺,王伟,刘颖.基于数据的高炉煤气系统模糊辨识[J],上海交通大学学报,2012,46(12):1907-1913 盛春阳,赵珺,王伟,刘颖.改进回声状态网络在氧气流量预测中的应用[J],控制工程,2012,19(6):1147-1150 刘颖,时飞飞,赵珺,王伟,丛力群,冯为民.基于改进回声状态网络的高炉煤气产耗预测[J],系统仿真学报,2011,23(10):2184-2189 Zhao, Jun,Liu, Ying,Wang, Wei,Cong, Liqun,Liu, Yisha.An order batch scheduling method based on fuzzy model for cold rolling plant[A],2011,18(PART 1):10541-10546 Zhao, Jun,Wang, Wei,Liu, Ying,Pedrycz, Witold.A Two-Stage Online Prediction Method for a Blast Furnace Gas System and Its Application[J],IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY,2011,19(3):507-520 Liu Y.,Zhao J.,Wang W..A time series based prediction method for a coke oven gas system in steel industry[J],ICIC Express Letters,2010,4(4):1373-1378 Liu, Ying,Zhao, Jun,Wang, Wei,Sheng, Chun-yang,Cong, Li-qun,Feng, Wei-min.Study on Prediction Method for Generation and Consumption of Coke Oven Gas[A],2010,4446-4451

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