Dexian Huang

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 24

Top Topics

Multiple Kernel Learning

Fault Detection

Industrial Processes

Top Venues

IEEE Trans. Control. Syst. Technol.

Comput. Chem. Eng.

IEEE Control. Syst. Lett.

Publications

Qingyuan Liu, Chao Shang, Tao Liu, Dexian Huang
Efficient Relay Autotuner of Industrial Controllers via Rank-Constrained Identification of Low-Order Time-Delay Models. IEEE Trans. Control. Syst. Technol. 31 (4) (2023)
Chao Shang, Hao Ye, Dexian Huang, Steven X. Ding
From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information. IEEE Trans. Autom. Control. 68 (9) (2023)
Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification. CDC (2023)
Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification. CoRR (2023)
Yibo Wang, Yiwen Qiu, Malika Sader, Dexian Huang, Chao Shang
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach. IEEE Control. Syst. Lett. 7 (2023)
Chao Shang, Chao Wang, Keyou You, Dexian Huang
Distributionally robust chance constraint with unimodality-skewness information and conic reformulation. Oper. Res. Lett. 50 (2) (2022)
Biao Han, Chao Shang, Dexian Huang
Multiple kernel learning-aided robust optimization: Learning algorithm, computational tractability, and usage in multi-stage decision-making. Eur. J. Oper. Res. 292 (3) (2021)
David Scott, Chao Shang, Biao Huang, Dexian Huang
A Holistic Probabilistic Framework for Monitoring Nonstationary Dynamic Industrial Processes. IEEE Trans. Control. Syst. Technol. 29 (5) (2021)
Biao Han, Chao Shang, Fan Yang, Dexian Huang
Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization. ICCA (2019)
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
Reaction temperature estimation in Shell coal gasification process. CASE (2019)
Jingfang Chen, Ling Wang, Xiao He, Dexian Huang
A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop Scheduling. CEC (2019)
Chao Shang, Fan Yang, Biao Huang, Dexian Huang
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes. IEEE Trans. Ind. Electron. 65 (11) (2018)
Lei Liu, Kangcheng Wang, Chao Shang, Fan Yang, Wenxiang Lyu, Dexian Huang
Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes. FSDM (2018)
Wensi Ke Tsinghua, Dexian Huang, Fan Yang, Yongheng Jiang
Soft sensor development and applications based on LSTM in deep neural networks. SSCI (2017)
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network. SMC (2017)
Weiwei Qiu, Jie Ma, Zhihua Xiong, Dexian Huang, Wanzhou Li
A robust integrated predictive iterative learning control based on updating reference for point-to-point tracking. ACC (2016)
Xiao-xin Fu, Yongheng Jiang, Dexian Huang, Jing-Chun Wang, Kaisheng Huang
Intelligent computing budget allocation for on-road trajectory planning based on candidate curves. Frontiers Inf. Technol. Electron. Eng. 17 (6) (2016)
Tongshuai Zhang, Wei Wang, Hao Ye, Dexian Huang, Haifeng Zhang, Mingliang Li
Fault detection for ironmaking process based on stacked denoising autoencoders. ACC (2016)
Benben Jiang, Fan Yang, Wei Wang, Dexian Huang
Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise. Autom. 58 (2015)
Chao Shang, Fan Yang, Xinqing Gao, Dexian Huang
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression. ACC (2015)
Xinqing Gao, Chao Shang, Fan Yang, Dexian Huang
Detecting and isolating plant-wide oscillations via slow feature analysis. ACC (2015)
Xiaoyong Gao, Yongheng Jiang, Tao Chen, Dexian Huang
Optimizing scheduling of refinery operations based on piecewise linear models. Comput. Chem. Eng. 75 (2015)
Benben Jiang, Fan Yang, Wei Wang, Dexian Huang
Simultaneous Identification of Bidirectional Path Models Based on Process Data. IEEE Trans Autom. Sci. Eng. 12 (2) (2015)
Benben Jiang, Xiaoxiang Zhu, Dexian Huang, Joel A. Paulson, Richard D. Braatz
A combined canonical variate analysis and Fisher discriminant analysis (CVA-FDA) approach for fault diagnosis. Comput. Chem. Eng. 77 (2015)
Chao Shang, Xinqing Gao, Fan Yang, Dexian Huang
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response. IEEE Trans. Control. Syst. Technol. 22 (4) (2014)
Xiaoyong Gao, Yongheng Jiang, Dexian Huang, Zhihua Xiong
A novel high level canonical piecewise linear model based on the simplicial partition and its application. ICCA (2013)
Benben Jiang, Fan Yang, Dexian Huang, Wei Wang
Extended-AUDI method for simultaneous determination of causality and models from process data. ACC (2013)
Lei Shi, Yongheng Jiang, Dexian Huang
A novel probabilistic approximate subgradient method in Lagrangian Relaxation for flow-shop scheduling problems. ICCA (2013)
Pengfei Ji, Xinqing Gao, Dexian Huang, Yue Yang
Prediction of syngas compositions in shell coal gasification process via dynamic soft-sensing method. ICCA (2013)
Xiaodong Yu, Yujie Wei, Dexian Huang, Yongheng Jiang, Bo Liu, Yihui Jin
Intelligent switching expert system for delayed coking unit based on iterative learning strategy. Expert Syst. Appl. 38 (7) (2011)
Ying Zhu, Wenxiang Lu, Xiaoyong Gao, Yongheng Jiang, Dexian Huang
Optimization on distillation via piecewise linear approximation. ICCA (2010)
Bin Qian, Ling Wang, Dexian Huang, Xiong Wang
Multi-objective no-wait flow-shop scheduling with a memetic algorithm based on differential evolution. Soft Comput. 13 (8-9) (2009)
Bin Qian, Ling Wang, Dexian Huang, Wanliang Wang, Xiong Wang
An effective hybrid DE-based algorithm for multi-objective flow shop scheduling with limited buffers. Comput. Oper. Res. 36 (1) (2009)
Bo Liu, Ling Wang, Yihui Jin, Dexian Huang
Designing Neural Networks Using PSO-Based Memetic Algorithm. ISNN (3) (2007)
Wenxiang Lv, Bin Qian, Dexian Huang, Yihui Jin
Multi-units Unified Process Optimization Under Uncertainty Based on Differential Evolution with Hypothesis Test. ICIC (2) (2007)
Xiaodong Yu, Dexian Huang, Xiong Wang, Bo Liu
DE and NLP Based QPLS Algorithm. ICIC (2) (2007)
Bo Liu, Ling Wang, Yihui Jin, Dexian Huang
Designing Neural Networks Using Hybrid Particle Swarm Optimization. ISNN (1) (2005)
Xiaohua Xia, Zhiyan Luan, Dexian Huang, Yihui Jin
Nonlinear Predictive Control Based on Wavelet Neural Network Applied to Polypropylene Process. ISNN (3) (2005)
Xiugai Li, Dexian Huang, Yihui Jin
RBFNN-Based Multiple Steady States Controller for Nonlinear System and Its Application. ISNN (3) (2005)
Dexian Huang, Yihui Jin
The application of wavelet neural networks to nonlinear predictive control. ICNN (1997)