牛大鹏 - 东北大学 - 信息科学与工程学院

个人简介

教育经历 1999.9-2003.7 东北大学信息科学与工程学院自动化专业学士学位 2003.9-2006.3 东北大学信息科学与工程学院控制理论与控制工程专业硕士学位 2006.3-2010.10东北大学信息科学与工程学院控制理论与控制工程专业博士学位工作经历 2006.10-2009.12 东北大学信息科学与工程学院助教 2010.01-2013.12 东北大学信息科学与工程学院讲师 2012.11-2013.11 英国德蒙福特大学国家公派访问学者 2014.1-2023.12 东北大学信息科学与工程学院副教授 2024.1至今东北大学信息科学与工程学院教授

研究领域

智能控制理论及应用；复杂工业过程建模与优化；设备故障诊断与智能维护；人工智能应用与系统集成技术

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1.Niu Dapeng, Lei Guangyang. Self-Healing Control of Abnormal Conditions for Fused Magnesium Furnace Based on Data Augmentation and Improved JITL[J]. Advanced Engineering Informatics, 2024, 61, 102477.(SCI检索，JCR Q1) 2. Guo Lei, Niu Dapeng. Operation Condition Assessment for Elevators Based on Deep Siamese Network and T-S Semi-Supervision Model[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73, 7503013.(SCI检索，JCR Q1) 3. Niu Dapeng, Song Dandan. Model-Based Robust Fault Diagnosis of IncipientITSC for PMSM in Elevator Traction System[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72, 3533512.(SCI检索，JCR Q1) 4.Niu Dapeng, Lei Guangyang. Prediction of abnormal conditions for fused magnesium furnace based on improvedLSTM model and rule-based reasoning[J]. Measurement, 2023, 218, 113163.(SCI检索，JCR Q1) 5.Niu Dapeng, Liu Xudong, Liu Yuanqing, Jia Mingxing. Optimization control of hydrometallurgical leaching process based on IDE-MPC[J]. Minerals Engineering, 2022, 176, 107341.(SCI检索，JCR Q1) 6. Niu Dapeng, Guo Lei, Zhao Weiwei, Li Hongru. Operation performance evaluation of elevators based on condition monitoring and combination weighting method[J]. Measurement, 2022, 194,111091.(SCI检索，JCR Q1) 7.Niu Dapeng, Guo Lei, Bi Xiaolin, Wen Di. Preventive Maintenance Period Decision for Elevator Parts Based on Multi-Objective Optimization Method[J]. Journal of Building Engineering, 2021, 44, 102984.(SCI检索，JCR Q1) 8.ZhuXiaochen,NiuDapeng, WangXu,Wang Fuli,Jia Mingxing. Comprehensive Energy Saving Evaluation of Circulating Cooling Water System Based on Combination Weighting Method[J]. Applied Thermal Engineering, 2019,157,113735.(SCI检索，JCR Q1) 9.Niu Dapeng, Zhang Long, Wang Fuli. Modeling and Parameter Updating for Nosiheptide Fed-batch Fermentation Process[J]. Industrial & Engineering Chemistry Research, 2016, 55(30): 8395-8402.(SCI检索，JCR Q2) 10.Niu Dapeng,Sun Ying,Wang Fuli. Optimization of Advertising Budget Allocation over Time Based on LS-SVMR and DE[J]. IEEE Transactions on Automation Science and Engineering, 2014, 10(4): 1076-1082.(SCI检索，JCR Q1)