黄健
近期热点
资料介绍
个人简历
工作履历2018.07-至今 北京科技大学 自动控制研究所 教师博士后教育背景2009.09-2013.06 华东理工大学 信息科学与工程学院 自动化 学士2013.09-2018.07 华东理工大学 控制科学与工程 博士2016.08-2017.08 美国普渡大学(Purdue University)联合培养博士研究生研究领域
过程监测与故障诊断多元统计 机器学习近期论文
代表性论著(1)Jian Huang, Xuefeng Yan*. Gaussian and non-Gaussian Double Subspace Statistical Process Monitoring Based on Principal Component Analysis and Independent Component Analysis.Industrial & Engineering Chemistry Research, 54(3)pp:1015-1027,2015(2) Jian Huang, Xuefeng Yan*. Dynamic process fault detection and diagnosis based on dynamic principal component analysis, dynamic independent component analysis and Bayesian inference.Chemometrics and Intelligent Laboratory Systems, 148, pp:115-127,2015. (3) Jian Huang, Xuefeng Yan*. Relevant and independent variable fault detection based on KPCA and SVDD. Journal of Process Control 39,pp:88–99,2016 (4)Jian Huang, Xuefeng Yan*. Angle-Based Multiblock Independent Component Analysis Method with a New Block Dissimilarity Statistic for Non-Gaussian Process Monitoring. Industrial & Engineering Chemistry Research, 55(17),pp:4997-5005,2016. (5)Jian Huang, Okan K. Ersoy, and Xuefeng Yan*. \ 相关热点