Dexian Huang

47 papers B 2C 5Journal 21Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Accuracy-Constrained Scheme for Efficient Trend Extraction of Industrial Time-Series Data.
IEEE Trans. Instrum. Meas.
Ju Liu, Jiayi Zhao, Hao Ye, Dexian Huang, Chao Shang
2025 — conf
An Innovation-Based Approach to Adaptive Data-Driven Predictive Control.
ECC
Yibo Wang, Hao Ye, Dexian Huang, Xiang Yin, Chao Shang
2025 J jnl
Causality-Informed Data-Driven Predictive Control.
IEEE Trans. Control. Syst. Technol.
Malika Sader, Yibo Wang, Dexian Huang, Chao Shang, Biao Huang
2025 J jnl
Data-driven output prediction and control of stochastic systems: An innovation-based approach.
Autom.
Yibo Wang, Keyou You, Dexian Huang, Chao Shang
2025 J jnl
Dynamic-Inner White Component Analysis: A New Latent Variable Model for Dynamic Data Analytics and Process Monitoring.
IEEE Trans Autom. Sci. Eng.
Kaida Huo, Dexian Huang, Fan Yang, Chao Shang
2024 — conf
Data-Driven Fault Detection for Lithium-Ion Battery Packs via Behavioral System Representation.
CCTA
Hailang Jin, Yibo Wang, Dexian Huang, Chao Shang
2024 — conf
Data-Driven Output Containment Control of Heterogeneous Multiagent Systems: A Hierarchical Scheme.
CDC
Malika Sader, Wenyu Li, Yanhui Yin, Zhongmei Li, Dexian Huang, Zhongxin Liu, Xiao He, Chao Shang
2023 — conf
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification.
CDC
Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang
2023 J jnl
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification.
CoRR
Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang
2023 J jnl
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach.
IEEE Control. Syst. Lett.
Yibo Wang, Yiwen Qiu, Malika Sader, Dexian Huang, Chao Shang
2023 J jnl
Efficient Relay Autotuner of Industrial Controllers via Rank-Constrained Identification of Low-Order Time-Delay Models.
IEEE Trans. Control. Syst. Technol.
Qingyuan Liu, Chao Shang, Tao Liu, Dexian Huang
2023 J jnl
From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information.
IEEE Trans. Autom. Control.
Chao Shang, Hao Ye, Dexian Huang, Steven X. Ding
2022 J jnl
Distributionally robust chance constraint with unimodality-skewness information and conic reformulation.
Oper. Res. Lett.
Chao Shang, Chao Wang, Keyou You, Dexian Huang
2021 J jnl
A Holistic Probabilistic Framework for Monitoring Nonstationary Dynamic Industrial Processes.
IEEE Trans. Control. Syst. Technol.
David Scott, Chao Shang, Biao Huang, Dexian Huang
2021 J jnl
Multiple kernel learning-aided robust optimization: Learning algorithm, computational tractability, and usage in multi-stage decision-making.
Eur. J. Oper. Res.
Biao Han, Chao Shang, Dexian Huang
2019 B conf
A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop Scheduling.
CEC
Jingfang Chen, Ling Wang, Xiao He, Dexian Huang
2019 — conf
Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization.
ICCA
Biao Han, Chao Shang, Fan Yang, Dexian Huang
2019 — conf
Reaction temperature estimation in Shell coal gasification process.
CASE
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
2018 — conf
Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes.
FSDM
Lei Liu, Kangcheng Wang, Chao Shang, Fan Yang, Wenxiang Lyu, Dexian Huang
2018 J jnl
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes.
IEEE Trans. Ind. Electron.
Chao Shang, Fan Yang, Biao Huang, Dexian Huang
2017 B conf
Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network.
SMC
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
2017 — conf
Soft sensor development and applications based on LSTM in deep neural networks.
SSCI
Wensi Ke Tsinghua, Dexian Huang, Fan Yang, Yongheng Jiang
2016 C conf
A robust integrated predictive iterative learning control based on updating reference for point-to-point tracking.
ACC
Weiwei Qiu, Jie Ma, Zhihua Xiong, Dexian Huang, Wanzhou Li
2016 C conf
Fault detection for ironmaking process based on stacked denoising autoencoders.
ACC
Tongshuai Zhang, Wei Wang, Hao Ye, Dexian Huang, Haifeng Zhang, Mingliang Li
2016 J jnl
Intelligent computing budget allocation for on-road trajectory planning based on candidate curves.
Frontiers Inf. Technol. Electron. Eng.
Xiao-xin Fu, Yongheng Jiang, Dexian Huang, Jing-Chun Wang, Kaisheng Huang
2015 J jnl
A combined canonical variate analysis and Fisher discriminant analysis (CVA-FDA) approach for fault diagnosis.
Comput. Chem. Eng.
Benben Jiang, Xiaoxiang Zhu, Dexian Huang, Joel A. Paulson, Richard D. Braatz
2015 C conf
Detecting and isolating plant-wide oscillations via slow feature analysis.
ACC
Xinqing Gao, Chao Shang, Fan Yang, Dexian Huang
2015 C conf
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression.
ACC
Chao Shang, Fan Yang, Xinqing Gao, Dexian Huang
2015 J jnl
Optimizing scheduling of refinery operations based on piecewise linear models.
Comput. Chem. Eng.
Xiaoyong Gao, Yongheng Jiang, Tao Chen, Dexian Huang
2015 J jnl
Simultaneous Identification of Bidirectional Path Models Based on Process Data.
IEEE Trans Autom. Sci. Eng.
Benben Jiang, Fan Yang, Wei Wang, Dexian Huang
2015 J jnl
Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise.
Autom.
Benben Jiang, Fan Yang, Wei Wang, Dexian Huang
2014 J jnl
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response.
IEEE Trans. Control. Syst. Technol.
Chao Shang, Xinqing Gao, Fan Yang, Dexian Huang
2013 — conf
A novel high level canonical piecewise linear model based on the simplicial partition and its application.
ICCA
Xiaoyong Gao, Yongheng Jiang, Dexian Huang, Zhihua Xiong
2013 — conf
A novel probabilistic approximate subgradient method in Lagrangian Relaxation for flow-shop scheduling problems.
ICCA
Lei Shi, Yongheng Jiang, Dexian Huang
2013 C conf
Extended-AUDI method for simultaneous determination of causality and models from process data.
ACC
Benben Jiang, Fan Yang, Dexian Huang, Wei Wang
2013 — conf
Prediction of syngas compositions in shell coal gasification process via dynamic soft-sensing method.
ICCA
Pengfei Ji, Xinqing Gao, Dexian Huang, Yue Yang
2011 J jnl
Intelligent switching expert system for delayed coking unit based on iterative learning strategy.
Expert Syst. Appl.
Xiaodong Yu, Yujie Wei, Dexian Huang, Yongheng Jiang, Bo Liu, Yihui Jin
2010 — conf
Optimization on distillation via piecewise linear approximation.
ICCA
Ying Zhu, Wenxiang Lu, Xiaoyong Gao, Yongheng Jiang, Dexian Huang
2009 J jnl
An effective hybrid DE-based algorithm for multi-objective flow shop scheduling with limited buffers.
Comput. Oper. Res.
Bin Qian, Ling Wang, Dexian Huang, Wanliang Wang, Xiong Wang
2009 J jnl
Multi-objective no-wait flow-shop scheduling with a memetic algorithm based on differential evolution.
Soft Comput.
Bin Qian, Ling Wang, Dexian Huang, Xiong Wang
2007 — conf
DE and NLP Based QPLS Algorithm.
ICIC (2)
Xiaodong Yu, Dexian Huang, Xiong Wang, Bo Liu
2007 — conf
Designing Neural Networks Using PSO-Based Memetic Algorithm.
ISNN (3)
Bo Liu, Ling Wang, Yihui Jin, Dexian Huang
2007 — conf
Multi-units Unified Process Optimization Under Uncertainty Based on Differential Evolution with Hypothesis Test.
ICIC (2)
Wenxiang Lv, Bin Qian, Dexian Huang, Yihui Jin
2005 — conf
Designing Neural Networks Using Hybrid Particle Swarm Optimization.
ISNN (1)
Bo Liu, Ling Wang, Yihui Jin, Dexian Huang
2005 — conf
Nonlinear Predictive Control Based on Wavelet Neural Network Applied to Polypropylene Process.
ISNN (3)
Xiaohua Xia, Zhiyan Luan, Dexian Huang, Yihui Jin
2005 — conf
RBFNN-Based Multiple Steady States Controller for Nonlinear System and Its Application.
ISNN (3)
Xiugai Li, Dexian Huang, Yihui Jin
1997 — conf
The application of wavelet neural networks to nonlinear predictive control.
ICNN
Dexian Huang, Yihui Jin