Zhi-huan Song

发表

Fault diagnosis based on imbalance modified kernel Fisher discriminant analysis

Zhi-Bo Zhu, Zhi-huan Song, Zhihuan Song, 2010 .

Mixture probabilistic PCR model for soft sensing of multimode processes

Furong Gao, Zhiqiang Ge, Zhihuan Song, 2011 .

Review of Recent Research on Data-Based Process Monitoring

Furong Gao, Zhi-huan Song, Zhiqiang Ge, 2013 .

Locally Weighted Kernel Principal Component Regression Model for Soft Sensing of Nonlinear Time-Variant Processes

Zhi-huan Song, Zhiqiang Ge, Xiaofeng Yuan, 2014 .

Robust Self-Supervised Model and Its Application for Fault Detection

Zhiqiang Ge, Junghui Chen, Zhihuan Song, 2017 .

A Recursive Method of Identification of Hammerstein Model Based on Least Squares Support Vector Machines

Zhihuan Song, Haiqing Wang, Zhi-huan Song, 2008 .

Statistical Prediction of Product Quality in Batch Processes with Limited Batch-Cycle Data

Furong Gao, Zhi-huan Song, Zhiqiang Ge, 2012 .

Mixture Bayesian regularization method of PPCA for multimode process monitoring

Zhi-huan Song, Zhiqiang Ge, Zhihuan Song, 2010 .

Online monitoring of nonlinear multiple mode processes based on adaptive local model approach

Zhi-huan Song, Zhiqiang Ge, Zhihuan Song, 2008 .

Multimode Dynamic Process Monitoring Based on Mixture Canonical Variate Analysis Model

Zhi-huan Song, Zhiqiang Ge, Qiaojun Wen, 2015 .

Online Monitoring and Quality Prediction of Multiphase Batch Processes with Uneven Length Problem

Zhi-huan Song, Zhiqiang Ge, 2014 .

Subspace identification for continuous-time errors-in-variables model from sampled data

Zhi-huan Song, Ping Wu, Chunjie Yang, 2009 .

Developments of two supervised maximum variance unfolding algorithms for process classification

Junghui Chen, Zhi-huan Song, Chihang Wei, 2016 .

Nonlinear process monitoring using improved kernel principal component analysis

Junghui Chen, Zhi-huan Song, Chihang Wei, 2016, 2016 Chinese Control and Decision Conference (CCDC).

Process Monitoring Based on Independent Component Analysis - Principal Component Analysis ( ICA - PCA ) and Similarity Factors

Zhi-huan Song, Zhiqiang Ge, Zhihuan Song, 2007 .

A Non-optimality Detection Technique for Continuous Processes

Zhi-huan Song, Yi Cao, Lingjian Ye, 2014 .

Economic operation of a fluid catalytic cracking process using self-optimizing control and reconfiguration

Zhi-huan Song, Lingjian Ye, Hongwei Guan, 2019, Journal of the Taiwan Institute of Chemical Engineers.

PID control performance assessment using iterative convex programming

Zhi-huan Song, Lei Xie, Ruowei Fu, 2012 .

Distributed PCA Model for Plant-Wide Process Monitoring

Zhi-huan Song, Zhiqiang Ge, Zhihuan Song, 2013 .

Adaptive local kernel-based learning for soft sensor modeling of nonlinear processes

Zhi-huan Song, Kun Chen, Haiqing Wang, 2011 .

Global–Local Structure Analysis Model and Its Application for Fault Detection and Identification

Zhi-huan Song, Zhiqiang Ge, Ruowei Fu, 2011 .

Adaptive local weighted kernel-based regression for online modeling of batch processes

Zhi-huan Song, Kun Chen, Haiqing Wang, 2010, 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems.

Two-level independent component regression model for multivariate spectroscopic calibration

Zhihuan Song, Junhua Zheng, Zhi-huan Song, 2016 .

Probabilistic combination of local independent component regression model for multimode quality prediction in chemical processes

Zhiqiang Ge, Zhihuan Song, Peiliang Wang, 2014 .

Fault detection in non-Gaussian vibration systems using dynamic statistical-based approaches

Zhiqiang Ge, Lei Xie, Zhihuan Song, 2010 .

Semisupervised learning for probabilistic partial least squares regression model and soft sensor application

Zhihuan Song, Junhua Zheng, Zhi-huan Song, 2018 .

Nonlinear process monitoring based on linear subspace and Bayesian inference

Zhiqiang Ge, Zhihuan Song, Muguang Zhang, 2010 .

Process monitoring based on generalized orthogonal neighborhood preserving embedding

Zhiqiang Ge, Zhihuan Song, Qiaojun Wen, 2012 .

Information-Transfer PLS Model for Quality Prediction in Transition Periods of Batch Processes

Zhiqiang Ge, Furong Gao, Zhihuan Song, 2013 .

A Novel RSMI based on Regression and Natural Power Method

Zhi-huan Song, Ping Wu, Chunjie Yang, 2008 .

Hessian Semisupervised Scatter Regularized Classification Model With Geometric and Discriminative Information for Nonlinear Process

Zhi-huan Song, Chihang Wei, Liyun Zuo, 2021, IEEE Transactions on Cybernetics.

Deep learning of complex process data for fault classification based on sparse probabilistic dynamic network

Zhi-huan Song, Junhua Zheng, Le Zhou, 2022, Journal of the Taiwan Institute of Chemical Engineers.

Dynamic mutual information similarity based transient process identification and fault detection

Zhiqiang Ge, Zhihuan Song, Le Zhou, 2018 .

Nonlocal structure constrained neighborhood preserving embedding model and its application for fault detection

Zhiqiang Ge, Zhihuan Song, Aimin Miao, 2015 .

Multivariate Statistical Process Control

Zhiqiang Ge, Zhihuan Song, Zhi-huan Song, 2012 .

Semi-supervised fault classification based on dynamic Sparse Stacked auto-encoders model

Zhiqiang Ge, Li Jiang, Zhihuan Song, 2017 .

Fault diagnosis based on sparse class Gaussian Restrict Boltzmann Machine model

Zhihuan Song, Jie Yang, Li Jiang, 2017, 2017 6th Data Driven Control and Learning Systems (DDCLS).

Performance-driven ensemble learning ICA model for improved non-Gaussian process monitoring

Zhiqiang Ge, Zhihuan Song, Zhi-huan Song, 2013 .

Two-level PLS model for quality prediction of multiphase batch processes

Zhiqiang Ge, Zhihuan Song, Furong Gao, 2014 .

Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data

Zhiqiang Ge, Zhihuan Song, Furong Gao, 2018, Annu. Rev. Control..

Multiphase and Multimode Monitoring of Batch Processes Based on Density Peak Clustering and Just-in-time Learning

Zhihuan Song, Feifan Shen, Saite Fan, 2019, 2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS).

Adaptive virtual sensors using SNPER for the localized construction and elastic net regularization in nonlinear processes

Junghui Chen, Chihang Wei, Zhihuan Song, 2019, Control Engineering Practice.

A comparative study of just-in-time-learning based methods for online soft sensor modeling

Zhiqiang Ge, Zhihuan Song, Zhi-huan Song, 2010 .

Data Mining and Analytics in the Process Industry: The Role of Machine Learning

Zhiqiang Ge, Biao Huang, Zhihuan Song, 2017, IEEE Access.

Semisupervised JITL Framework for Nonlinear Industrial Soft Sensing Based on Locally Semisupervised Weighted PCR

Zhiqiang Ge, Biao Huang, Zhihuan Song, 2017, IEEE Transactions on Industrial Informatics.

Semi-supervised PLVR models for process monitoring with unequal sample sizes of process variables and quality variables

Zhiqiang Ge, Junghui Chen, Zhihuan Song, 2015 .

Process-Quality Monitoring Using Semi-Supervised Probability Latent Variable Regression Models

Zhiqiang Ge, Junghui Chen, Zhihuan Song, 2014 .

NCO-GMC cascade control algorithm based on-line optimization on fed batch fermentation

Zhihuan Song, Wei Wang, Haiqing Wang, 2010, 2010 8th World Congress on Intelligent Control and Automation.