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Dexian Huang
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2020 – today
- 2025
- [j17]Yibo Wang, Keyou You, Dexian Huang, Chao Shang:
Data-driven output prediction and control of stochastic systems: An innovation-based approach. Autom. 171: 111897 (2025) - 2024
- [c24]Hailang Jin, Yibo Wang, Dexian Huang, Chao Shang:
Data-Driven Fault Detection for Lithium-Ion Battery Packs via Behavioral System Representation. CCTA 2024: 735-740 - 2023
- [j16]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: 3639-3644 (2023) - [j15]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): 5333-5348 (2023) - [j14]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): 1787-1802 (2023) - [c23]Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang:
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification. CDC 2023: 1281-1287 - [i1]Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang:
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification. CoRR abs/2305.14781 (2023) - 2022
- [j13]Chao Shang, Chao Wang, Keyou You, Dexian Huang:
Distributionally robust chance constraint with unimodality-skewness information and conic reformulation. Oper. Res. Lett. 50(2): 176-183 (2022) - 2021
- [j12]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): 1004-1018 (2021) - [j11]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): 2239-2246 (2021)
2010 – 2019
- 2019
- [c22]Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang:
Reaction temperature estimation in Shell coal gasification process. CASE 2019: 861-866 - [c21]Jingfang Chen, Ling Wang, Xiao He, Dexian Huang:
A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop Scheduling. CEC 2019: 411-418 - [c20]Biao Han, Chao Shang, Fan Yang, Dexian Huang:
Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization. ICCA 2019: 1417-1422 - 2018
- [j10]Chao Shang, Fan Yang, Biao Huang, Dexian Huang:
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes. IEEE Trans. Ind. Electron. 65(11): 8895-8905 (2018) - [c19]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: 593-598 - 2017
- [c18]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: 989-994 - [c17]Wensi Ke Tsinghua, Dexian Huang, Fan Yang, Yongheng Jiang:
Soft sensor development and applications based on LSTM in deep neural networks. SSCI 2017: 1-6 - 2016
- [j9]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): 553-565 (2016) - [c16]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: 1265-1270 - [c15]Tongshuai Zhang, Wei Wang, Hao Ye, Dexian Huang, Haifeng Zhang, Mingliang Li:
Fault detection for ironmaking process based on stacked denoising autoencoders. ACC 2016: 3261-3267 - 2015
- [j8]Benben Jiang, Fan Yang, Wei Wang, Dexian Huang:
Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise. Autom. 58: 139-142 (2015) - [j7]Xiaoyong Gao, Yongheng Jiang, Tao Chen, Dexian Huang:
Optimizing scheduling of refinery operations based on piecewise linear models. Comput. Chem. Eng. 75: 105-119 (2015) - [j6]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: 1-9 (2015) - [j5]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): 666-679 (2015) - [c14]Xinqing Gao, Chao Shang, Fan Yang, Dexian Huang:
Detecting and isolating plant-wide oscillations via slow feature analysis. ACC 2015: 906-911 - [c13]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: 912-917 - 2014
- [j4]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): 1550-1557 (2014) - 2013
- [c12]Benben Jiang, Fan Yang, Dexian Huang, Wei Wang:
Extended-AUDI method for simultaneous determination of causality and models from process data. ACC 2013: 2491-2496 - [c11]Pengfei Ji, Xinqing Gao, Dexian Huang, Yue Yang:
Prediction of syngas compositions in shell coal gasification process via dynamic soft-sensing method. ICCA 2013: 244-249 - [c10]Lei Shi, Yongheng Jiang, Dexian Huang:
A novel probabilistic approximate subgradient method in Lagrangian Relaxation for flow-shop scheduling problems. ICCA 2013: 693-698 - [c9]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: 1856-1861 - 2011
- [j3]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): 9023-9029 (2011) - 2010
- [c8]Ying Zhu, Wenxiang Lu, Xiaoyong Gao, Yongheng Jiang, Dexian Huang:
Optimization on distillation via piecewise linear approximation. ICCA 2010: 2234-2239
2000 – 2009
- 2009
- [j2]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): 209-233 (2009) - [j1]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): 847-869 (2009) - 2007
- [c7]Xiaodong Yu, Dexian Huang, Xiong Wang, Bo Liu:
DE and NLP Based QPLS Algorithm. ICIC (2) 2007: 584-592 - [c6]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: 1205-1214 - [c5]Bo Liu, Ling Wang, Yihui Jin, Dexian Huang:
Designing Neural Networks Using PSO-Based Memetic Algorithm. ISNN (3) 2007: 219-224 - 2005
- [c4]Xiugai Li, Dexian Huang, Yihui Jin:
RBFNN-Based Multiple Steady States Controller for Nonlinear System and Its Application. ISNN (3) 2005: 15-20 - [c3]Xiaohua Xia, Zhiyan Luan, Dexian Huang, Yihui Jin:
Nonlinear Predictive Control Based on Wavelet Neural Network Applied to Polypropylene Process. ISNN (3) 2005: 131-136 - [c2]Bo Liu, Ling Wang, Yihui Jin, Dexian Huang:
Designing Neural Networks Using Hybrid Particle Swarm Optimization. ISNN (1) 2005: 391-397
1990 – 1999
Coauthor Index
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