黄健 照片

黄健

教师博士后

所属大学: 北京科技大学

所属学院: 自动化学院

邮箱:
jianhuang@ustb.edu.cn

个人主页:
http://saee.ustb.edu.cn/quantijiaoshi/2018-11-22/127.html

个人简介

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*. "Slow feature analysis based on online feature reordering and feature selection for dynamic chemical process monitoring." Chemometrics and Intelligent Laboratory Systems 169,pp:1-11,2017.