Scientific Research

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Paper Publications

• 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.
• 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.
• Jian Huang, Xuefeng Yan*. Relevant and independent variable fault detection based on KPCA and SVDD. Journal of Process Control 39,pp：88–99，2016.
• 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.
• 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.

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