Dexian Huang

3.1k total citations · 1 hit paper
80 papers, 2.4k citations indexed

About

Dexian Huang is a scholar working on Control and Systems Engineering, Mechanical Engineering and Analytical Chemistry. According to data from OpenAlex, Dexian Huang has authored 80 papers receiving a total of 2.4k indexed citations (citations by other indexed papers that have themselves been cited), including 73 papers in Control and Systems Engineering, 21 papers in Mechanical Engineering and 14 papers in Analytical Chemistry. Recurrent topics in Dexian Huang's work include Fault Detection and Control Systems (49 papers), Advanced Control Systems Optimization (43 papers) and Process Optimization and Integration (18 papers). Dexian Huang is often cited by papers focused on Fault Detection and Control Systems (49 papers), Advanced Control Systems Optimization (43 papers) and Process Optimization and Integration (18 papers). Dexian Huang collaborates with scholars based in China, United Kingdom and Canada. Dexian Huang's co-authors include Fan Yang, Chao Shang, Biao Huang, Xinqing Gao, Yongheng Jiang, Xiaolin Huang, Benben Jiang, Richard D. Braatz, Johan A. K. Suykens and Xiaoxiang Zhu and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Industrial Electronics and Expert Systems with Applications.

In The Last Decade

Dexian Huang

80 papers receiving 2.4k citations

Hit Papers

Data-driven soft sensor development based on deep learnin... 2014 2026 2018 2022 2014 100 200 300 400
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Data-driven soft sensor development based on deep learning technique
    2014 434 citations Chao Shang, Fan Yang et al. Journal of Process Control profile →

Peers

Dexian Huang
Zhihuan Song China
Petr Kadlec Czechia
Xiaochen Xie China
Jinsong Zhao China
Qingchao Jiang China
James J. Downs United States
Yingwei Zhang China
Yuri A.W. Shardt Germany
Kewen Yin United States
Haiyang Hao China
Zhihuan Song China
Dexian Huang
Citations per year, relative to Dexian Huang Dexian Huang (= 1×) peers Zhihuan Song

Countries citing papers authored by Dexian Huang

Since Specialization
Citations

This map shows the geographic impact of Dexian Huang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dexian Huang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dexian Huang more than expected).

Fields of papers citing papers by Dexian Huang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dexian Huang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dexian Huang. The network helps show where Dexian Huang may publish in the future.

Co-authorship network of co-authors of Dexian Huang

This figure shows the co-authorship network connecting the top 25 collaborators of Dexian Huang. A scholar is included among the top collaborators of Dexian Huang based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dexian Huang. Dexian Huang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Liu, Tao, et al.. (2025). Subspace identification of dynamic processes with consideration of time delays: A Bayesian optimization scheme. Journal of Process Control. 147. 103387–103387. 1 indexed citations
2.
Gao, Xiaoyong, et al.. (2022). Novel multimodal data fusion soft sensor modeling framework based on meta-learning networks for complex chemical process. IFAC-PapersOnLine. 55(7). 839–844. 7 indexed citations
3.
Guo, Cen, Wenkai Hu, Fan Yang, & Dexian Huang. (2020). Deep learning technique for process fault detection and diagnosis in the presence of incomplete data. Chinese Journal of Chemical Engineering. 28(9). 2358–2367. 23 indexed citations
4.
Gao, Xinqing, et al.. (2018). Model Quality Assessment and Model Mismatch Detection: A Temporal Smoothness Regularization Approach. IFAC-PapersOnLine. 51(18). 1–6. 4 indexed citations
5.
Shang, Chao, Fan Yang, & Dexian Huang. (2018). A Systematic Approach to Dynamic Monitoring of Industrial Processes Based on Second-Order Slow Feature Analysis. IFAC-PapersOnLine. 51(18). 387–392. 7 indexed citations
6.
Gao, Xiaoyong, et al.. (2017). RIMER and SA based thermal efficiency optimization for fired heaters. Fuel. 205. 272–285. 4 indexed citations
7.
Gao, Xiaoyong, et al.. (2017). Piecewise Linear Approximation Based MILP Method for PVC Plant Planning Optimization. Industrial & Engineering Chemistry Research. 57(4). 1233–1244. 16 indexed citations
8.
Gao, Xinqing, et al.. (2017). Identification of FIR models using basis models of first-order plus time delays. 239–244. 2 indexed citations
9.
Wang, Yuhong, et al.. (2016). Multiperiod Planning of a PVC Plant for the Optimization of Process Operation and Energy Consumption: An MINLP Approach. Industrial & Engineering Chemistry Research. 55(48). 12430–12443. 11 indexed citations
10.
Gao, Xinqing, Fan Yang, Chao Shang, & Dexian Huang. (2016). A review of control loop monitoring and diagnosis: Prospects of controller maintenance in big data era. Chinese Journal of Chemical Engineering. 24(8). 952–962. 40 indexed citations
11.
Zhang, Tongshuai, Wei Wang, Hao Ye, et al.. (2016). Fault detection for ironmaking process based on stacked denoising autoencoders. 3261–3267. 11 indexed citations
12.
Guo, Feihong, et al.. (2015). Monitoring of operating point and process dynamics via probabilistic slow feature analysis. Chemometrics and Intelligent Laboratory Systems. 151. 115–125. 69 indexed citations
13.
Jiang, Benben, Xiao Xiang Zhu, Dexian Huang, & Richard D. Braatz. (2015). Canonical variate analysis-based monitoring of process correlation structure using causal feature representation. Journal of Process Control. 32. 109–116. 37 indexed citations
14.
Zhang, Lu, Yongheng Jiang, & Dexian Huang. (2015). Alternative Formulations and Improvements with Valid Inequalities for the Refinery Production Scheduling Problem Involving Operational Transitions. Industrial & Engineering Chemistry Research. 54(32). 7871–7889. 1 indexed citations
15.
Gao, Xiaoyong, Yongheng Jiang, Dexian Huang, & Zhihua Xiong. (2014). A novel high level canonical piecewise linear model based on the simplicial partition and its application. ISA Transactions. 53(5). 1420–1426. 5 indexed citations
16.
Shi, Lei, Yongheng Jiang, Ling Wang, & Dexian Huang. (2014). Refinery Production Scheduling Involving Operational Transitions of Mode Switching under Predictive Control System. Industrial & Engineering Chemistry Research. 53(19). 8155–8170. 23 indexed citations
17.
Bai, Liang, Junyan Wang, Yongheng Jiang, & Dexian Huang. (2012). Improved Hybrid Differential Evolution-Estimation of Distribution Algorithm with Feasibility Rules for NLP/MINLP Engineering Optimization Problems. Chinese Journal of Chemical Engineering. 20(6). 1074–1080. 9 indexed citations
18.
Zhu, Ying, et al.. (2011). An integrated strategy of product quality control and optimization with feedforward compensation for high-purity distillation process. 644–649. 1 indexed citations
19.
Huang, Dexian. (2008). Time delay estimation of soft-sensor model based on hybrid differential evolution algorithm. Journal of Chemical Industry and Engineering. 5 indexed citations
20.
Huang, Dexian. (2006). H-infinity robust stability for uncertain systems with multiple time-varying delays and nonlinear perturbations. Control theory & applications. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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