Biao Huang

28.9k total citations · 11 hit papers
804 papers, 22.2k citations indexed

About

Biao Huang is a scholar working on Control and Systems Engineering, Mechanical Engineering and Artificial Intelligence. According to data from OpenAlex, Biao Huang has authored 804 papers receiving a total of 22.2k indexed citations (citations by other indexed papers that have themselves been cited), including 645 papers in Control and Systems Engineering, 138 papers in Mechanical Engineering and 128 papers in Artificial Intelligence. Recurrent topics in Biao Huang's work include Fault Detection and Control Systems (537 papers), Advanced Control Systems Optimization (297 papers) and Control Systems and Identification (269 papers). Biao Huang is often cited by papers focused on Fault Detection and Control Systems (537 papers), Advanced Control Systems Optimization (297 papers) and Control Systems and Identification (269 papers). Biao Huang collaborates with scholars based in Canada, China and India. Biao Huang's co-authors include Sirish L. Shah, Steven X. Ding, Chunhui Zhao, Ronghu Chi, Tongwen Chen, Qingchao Jiang, Zhiqiang Ge, Liqian Zhang, Zhongsheng Hou and Hongtian Chen and has published in prestigious journals such as SHILAP Revista de lepidopterología, Water Research and IEEE Transactions on Automatic Control.

In The Last Decade

Biao Huang

759 papers receiving 21.5k citations

Hit Papers

5 papers align trajectories

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.

A new method for stabilization of networked control systems with random delays

2005 688 citations Biao Huang et al. profile →
Data Mining and Analytics in the Process Industry: The Role of Machine Learning

2017 675 citations Biao Huang et al. profile →
Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE

2018 516 citations Biao Huang, Yalin Wang et al. profile →
A review On reinforcement learning: Introduction and applications in industrial process control

2020 415 citations Biao Huang et al. Computers & Chemical Engineering profile →
Model Predictive Control

2012 380 citations Baocang Ding, Biao Huang et al. profile →
Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives

2020 373 citations Hongtian Chen, Biao Huang et al. profile →
Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference

2015 299 citations Biao Huang et al. profile →
Review and Perspectives of Data-Driven Distributed Monitoring for Industrial Plant-Wide Processes

2019 235 citations Biao Huang et al. profile →
Hierarchical Quality-Relevant Feature Representation for Soft Sensor Modeling: A Novel Deep Learning Strategy

2019 231 citations Biao Huang, Yalin Wang et al. profile →
Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning

2022 146 citations Hongtian Chen, Biao Huang et al. profile →
Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives

2023 101 citations Hongtian Chen, Biao Huang et al. profile →

Peers

Countries citing papers authored by Biao Huang

Since Specialization

Citations

This map shows the geographic impact of Biao 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 Biao Huang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Biao Huang more than expected).

Fields of papers citing papers by Biao Huang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Biao 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 Biao Huang. The network helps show where Biao Huang may publish in the future.

Co-authorship network of co-authors of Biao Huang

This figure shows the co-authorship network connecting the top 25 collaborators of Biao Huang. A scholar is included among the top collaborators of Biao 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 Biao Huang. Biao Huang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	A deep learning framework for cyberattack detection and classification in Industrial Control Systems 2025 ·Computers & Chemical Engineering ·(unknown), (unknown), Seshu Kumar Damarla, Rajagopalan Srinivasan, Biao Huang	0
2	Big data-driven predictive control for nonlinear systems—A trajectory cluster-based contraction approach 2025 ·Journal of Process Control ·(unknown), (unknown), Jie Bao, Biao Huang	0
3	Cross-domain knowledge transfer in industrial process monitoring: A survey 2025 ·Journal of Process Control ·Zheng Chai, Chunhui Zhao, Biao Huang	4
4	Injectable and self-healable hydrogel composed of oxidized hyaluronic acid and aminated gelatin with excellent cellular compatibility 2025 ·International Journal of Biological Macromolecules ·(unknown), Minghong Huang, (unknown), Shangwu Chen, Biao Huang	0
5	A Transfer State Estimator for Uncertain Parameters and Noise Statistics 2024 ·IFAC-PapersOnLine ·(unknown), Xiaoli Luan, Biao Huang, Shunyi Zhao, Fei Liu	0
6	Point-by-point transfer learning for Bayesian optimization: An accelerated search strategy 2024 ·Computers & Chemical Engineering ·(unknown), Junyao Xie, Biao Huang	7
7	Switching probabilistic slow feature extraction for semisupervised industrial inferential modeling 2024 ·Journal of Process Control ·Chao Jiang, Xin Peng, Biao Huang, Weimin Zhong	2
8	Robust-to-occlusion machine vision model for predicting quality variables with slow-rate measurements 2024 ·Computers & Chemical Engineering ·(unknown), (unknown), Biao Huang	0
9	Physics‐informed sparse causal inference for source detection of plant‐wide oscillations 2024 ·AIChE Journal ·(unknown), (unknown), (unknown), Biao Huang	4
10	Ultrafast 3-D Transcutaneous Super Resolution Ultrasound Using Row-Column Array Specific Coherence-Based Beamforming and Rolling Acoustic Sub-aperture Processing: In Vitro, in Rabbit and in Human Study 2024 ·Ultrasound in Medicine & Biology ·(unknown), Jipeng Yan, (unknown), Biao Huang, Matthieu Toulemonde, Kai Riemer, Qingyuan Tan, (unknown), Peter D. Weinberg, Chris Dunsby, Meng‐Xing Tang	14
11	Roasting temperature distribution control using multi-agent reinforcement learning 2024 ·IFAC-PapersOnLine ·(unknown), Junyao Xie, Chunhua Yang, Biao Huang, Bei Sun, Xiaoli Wang	1
12	Zonotopic set-membership state estimation for nonlinear systems based on the deep Koopman operator 2024 ·Neurocomputing ·(unknown), (unknown), Biao Huang, Fei Liu	2
13	A novel sim2real reinforcement learning algorithm for process control 2024 ·Reliability Engineering & System Safety ·(unknown), Junyao Xie, Biao Huang, Yonggang Li, Bei Sun, Chunhua Yang	4
14	Control Valve Stiction Detection using Learning Vector Quantization Neural Network 2024 ·IFAC-PapersOnLine ·Seshu Kumar Damarla, Biao Huang	1
15	Topology identification of sparse network: A stochastic variational Bayesian approach 2023 ·Automatica ·Qie Liu, Biao Huang, Yi Chai, Wenbo Li	1
16	Confidence set-membership FIR filter for discrete time-variant systems 2023 ·Automatica ·(unknown), Shunyi Zhao, Biao Huang, Fei Liu	4
17	Data‐driven set‐point tuning of model‐free adaptive control 2023 ·International Journal of Robust and Nonlinear Control ·Na Lin, Ronghu Chi, Yang Liu, Zhongsheng Hou, Biao Huang	7
18	Data-driven fault detection for Lipschitz nonlinear systems: From open to closed-loop systems 2023 ·Automatica ·Hongtian Chen, Zhongyan Liu, Biao Huang	8
19	No-Delay Multimodal Process Monitoring Using Kullback-Leibler Divergence-Based Statistics in Probabilistic Mixture Models 2022 ·IEEE Transactions on Automation Science and Engineering ·Yue Cao, Nabil Magbool Jan, Biao Huang, Yalin Wang, Zhuofu Pan, Weihua Gui	9
20	Dynamic output feedback robust model predictive control 2011 ·International Journal of Systems Science ·Baocang Ding, Biao Huang, Fangwei Xu	36

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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