岳伟超

发布者:张曲遥发布时间:2020-03-22浏览次数:2191

一、个人基本情况

2019年获得中南大学控制科学与工程专业博士学位,师从桂卫华院士,毕业至今工作于18新利直播 电气信息工程学院,邮箱:yueweichao@zzuli.edu.cn

目前担任Information SciencesArtificial Intelligence ReviewInternational Journal of Machine Learning and CyberneticsFrontiers in NeuroroboticsNano Today,《控制与决策》、《控制工程》等期刊的审稿人。

主要从事复杂工业过程智能决策、流程工业知识自动化、机器学习等方面的研究。目前主持国家自然科学青年基金1项,主持河南科技攻关项目2项,参与国家自然科学基金面上项目1项。作为第一/第二(导师一作)/通讯作者发表学术论文14篇,其中SCI收录7篇,EI收录4篇。参与完成河南省教育厅科技成果奖一等奖1项。

二、承担课程

本科生:《电机与拖动》、《人工智能》

研究生:《机器学习》

三、研究方向

复杂工业过程的智能决策、机器学习、流程工业知识自动化

四、近年科研项目、代表性论著、发明专利、荣誉与获奖

1、科研项目

[1]国家自然科学基金青年科学基金项目,基于工况评价和分级决策的铝电解槽质能综合平衡智能优化策略研究,2022.01-2024.12,30万元,主持

[2]河南省重点研发与推广专项(科技攻关)项目,铝电解生产多工况条件下的智能平衡调节关键技术, 2021.01-2022.12, 1.5万元,主持。

[3]河南省重点研发与推广专项(科技攻关)项目,基于阳极电流信号表示学习的铝电解槽况监测与溯因分析研究, 2022.01-2023.12,主持。

[4]基于数据与知识融合的铝电解槽况个性化识别,校博士基金, 2021.01-2023.12, 10万(主持)

2.代表性论著

[1]Weichao Yue*,Yongfang Xie*, Weihua Gui. Experiential knowledge representation and reasoning based on linguistic Petri nets with application to aluminum electrolysis cell condition identification.Information Sciences, 2020, 529: 141-165.顶刊

[2]Weichao Yue, Weihua Gui, Xiaofang Chen*, Zhaohui Zeng, Yongfang Xie. A data and knowledge collaboration strategy for decision-making on the amount of aluminum fluoride addition based on augmented fuzzy cognitive maps.Engineering, 2019, 5(6): 1060-1076.顶刊

[3]Weichao Yue, Xiaoxue Wan, Sanyi Li, Hangli Ren. Hui He Simplified neutrosophic Petri nets used for identification of superheat degree. International Journal of Fuzzy Systems. Accept.

[4]Weichao Yue, Xiao Liu*, Sanyi Li*, Weihua Gui, Yongfang Xie. Knowledge representation and reasoning with industrial application using interval-valued intuitionistic fuzzy Petri nets and extended TOPSIS. International Journal of Machine Learning and Cybernetics, 2021, 12(4): 987-1013.

[5]Weichao Yue, Weihua Gui, Xiaofang Chen*, Yongfang Xie. Knowledge representation and reasoning using self-learning interval type-2 fuzzy Petri nets and extended TOPSIS.International Journal of Machine Learning and Cybernetics, 2019, 10(12): 3499-3520.

[6]Weichao Yue, Xiaofang Chen*, Weihua Gui, Yongfang Xie. A knowledge reasoning Fuzzy-Bayesian network for root cause analysis of abnormal aluminum electrolysis cell condition.Frontiers of Chemical Science & Engineering, 2017, 11(3): 414-428.

[7]Weichao Yue, Weihua Gui, Xiaofang Chen*, Zhaohui Zeng, Yongfang Xie. Evaluation strategy and mass balance for making decision about the amount of aluminum fluoride addition based on superheat degree.Journal of Industrial and Management Optimization, 2020, 16(2): 601-622.

[8]Weichao Yue, Xiaofang Chen, Keke Huang, Zhaohui Zeng, Yongfang Xie. Knowledge modeling for root cause analysis of complex systems based on dynamic fuzzy cognitive maps.IFAC-PapersOnLine, 2018, 51(21): 13-18.

[9]桂卫华,岳伟超,谢永芳*,张红亮,阳春华.铝电解生产智能优化制造研究综述.自动化学报, 2018, 44(11): 1957-1970.

[10] 桂卫华,岳伟超,陈晓方*,谢永芳,阳春华.流程工业知识自动化及其在铝电解生产中的应用.控制理论与应用, 2018, 35(7): 887-889.

[11] Shiwei Zhao, Yongfang Xie,Weichao Yue*, Xiaofang Chen. A machine learning method for state identification of superheat degree with flame interference[C]//10th International symposium on high-temperature metallurgical processing. Springer, Cham, 2019: 199-208.

3.发明专利

[1]钱晓亮,成曦,岳伟超,赵艺芳,曾黎,程塨,姚西文,吴青娥,任航丽,刘向龙,王芳,刘玉翠.基于双编码器生成式对抗网络的协同显著性检测方法. 2020, CN112651940B.授权专利

[2]陈晓方,雷勇祥,谢永芳,岳伟超,杨焕,万晓雪.一种基于半监督极限学习机的铝电解过热度识别方法. 2020, CN109598283B.授权专利

[3]陈晓方,曾朝晖,谢永芳,岳伟超,李理,吴仁超.一种铝电解的电解质温度监测方法及装置. 2020, CN110106530B.授权专利

[4] 陈晓方,曾朝晖,谢永芳,岳伟超,李理,吴仁超.一种铝电解的氧化铝浓度估计方法及装置. 2020, CN110117798B.授权专利

[5]陈晓方,万晓雪,谢永芳,岳伟超,黄兆可,杨焕,雷勇祥.基于shapelet转换的铝电解阳极电流分类方法. 2019, CN109161931B.授权专利

4.荣誉与获奖

[1]复杂环境下视觉检测与理解关键技术及应用,河南省教育厅,科技成果奖一等奖,2021,第伍.