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【齐鲁工业大学】孙凯

发布时间:2021-07-12

孙凯
教育背景及工作经历:
979年5月生, 2009年毕业于上海交通大学控制理论与控制工程专业,获工学博士学位;2013年3月-2014年6月在台湾清华大学做博士后研究。2009年6月至今在齐鲁工业大学电气工程与自动化学院工作。
获得荣誉及奖励:
2017年获山东省高等学校科学技术奖三等奖(排名第一) 2013年获山东省优秀学士学位论文指导教师
成果:

[1] Fangfang Zhang,  Kai Sun*, Xiuliang Wu, A novel variable selection algorithm for multi-layer perceptron with elastic net, Neurocomputing, 2019, 361:110-118 [SCI收录,2区,IF:4.07]

[2]Kai Sun, Xiuliang Wu, Jingyu Xue, Fengying Ma*, Development of a new multi-layer perceptron based soft sensor for SO2 emissions in power plant. Journal of Process Control, 2019, 84: 182-191. [SCI收录,3区,IF:3.31]

[3]Kai Sun*, Pengxin Tian, Huanning Qi, Genke Yang*, An Improved Normalized Mutual Information Variable Selection Algorithm for Neural Network-Based Soft Sensors. Sensors, 2019, 19(24): 5368. [SCI收录,3区,IF:3.03]

[4]Fangfang Zhang, Kai Sun, Yawen Chen, et al. Parameters identification and adaptive tracking control of uncertain complex-variable chaotic systems with complex parameters. Nonlinear Dynamics, 2019, 95(4): 3161-3176. [SCI收录,1区,IF:4.6]

[5]  Kai Sun*, Shaohsuan Huang, David S. Wong, Shishang Jang, Design and Application of a Variable Selection Method for Multilayer Perceptron Neural Network With LASSO, IEEE Transactions on Neural Networks and Learning Systems, 2017, 28(6): 1386-1396[SCI收录,1区,IF:11.683]

[6]Kai Sun, Chenting Tseng, David S. Wong, et al. Model Predictive Control for Improving Waste Heat Recovery in Coke Dry Quenching Processes, Energy, 2015, 80(1): 275-283[SCI收录,1区,IF:5.53]

[7] Kai Sun, Jialin Liu, Jialin Kang, Shishang Jang*, David S. Wong, Development of a Variable Selection Method for Soft Sensor Using Artificial Neural Network and Nonnegative Garrote, Journal of Process Control, 2014, 24(7): 1068-1075 [SCI收录,3区,IF:3.31]

[8] Jialin Kang, Kai Sun, David S. Wong, et al. Modeling studies on absorption of CO2 by monoethanolamine in rotating packed bed. International Journal of Greenhouse Gas Control, 2014, 25: 141-150.[SCI收录,2区,IF:3.32]

联系方式:
sunkai79@qlu.edu.cn