Biao Huang
University of Alberta
H-index: 80
North America-Canada
Top articles of Biao Huang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Detection of poor controller tuning with Gramian Angular Field (GAF) and StackAutoencoder (SAE) | Computers & Chemical Engineering | Amirreza Memarian Seshu Kumar Damarla Alireza Memarian Biao Huang | 2024/6/1 |
Machine learning for industrial sensing and control: A survey and practical perspective | Control Engineering Practice | Nathan P Lawrence Seshu Kumar Damarla Jong Woo Kim Aditya Tulsyan Faraz Amjad | 2024/4/1 |
Digital twin and control of an industrial-scale bitumen extraction process | Computers & Chemical Engineering | Jansen Fajar Soesanto Bart Maciszewski Leyli Mirmontazeri Sabrina Romero Mike Michonski | 2024/6/1 |
Facilitating Reinforcement Learning for Process Control Using Transfer Learning: Perspectives | arXiv preprint arXiv:2404.00247 | Runze Lin Junghui Chen Lei Xie Hongye Su Biao Huang | 2024/3/30 |
Robust-to-occlusion machine vision model for predicting quality variables with slow-rate measurements | Computers & Chemical Engineering | Yousef Salehi Ranjith Chiplunkar Biao Huang | 2024/3/1 |
Performance-oriented design and analysis for direct data-driven control of multi-agent systems | Information Sciences | Ronghu Chi Na Lin Biao Huang Zhongsheng Hou | 2024/5/1 |
Intrinsic Causality Embedded Concurrent Quality and Process Monitoring Strategy | IEEE Transactions on Industrial Electronics | Wanke Yu Chunhui Zhao Biao Huang Min Xie | 2024/3/14 |
Surrogate empowered Sim2Real transfer of deep reinforcement learning for ORC superheat control | Applied Energy | Runze Lin Yangyang Luo Xialai Wu Junghui Chen Biao Huang | 2024/2/15 |
Nonlinear Slow Feature Analysis for Oscillating Characteristics Under Deep Encoder-Decoder Framework | IEEE Transactions on Industrial Informatics | Vamsi Krishna Puli Biao Huang | 2024/4/19 |
Quality-driven Gaussian mixture variational probabilistic network for soft sensor application in PET/PA6 polymerization process | Computers & Chemical Engineering | Ruimin Xie Yuxiang Liu Xiwen He Nabil Magbool Jan Huaping Wang | 2024/2/1 |
Bayesian Filtering for High-Dimensional State-Space Models With State Partition and Error Compensation | IEEE/CAA Journal of Automatica Sinica | Ke Li Shunyi Zhao Biao Huang Fei Liu | 2024/4/15 |
Back-and-forth nudging moving horizon estimation for discrete-time linear systems | Automatica | Junyao Xie Biao Huang | 2024/7/1 |
Reinforcement Learning in Process Industries: Review and Perspective | Oguzhan Dogru Junyao Xie Om Prakash Ranjith Chiplunkar Jansen Soesanto | 2024/1/29 | |
Control valve stiction detection using Markov transition field and deep convolutional neural network | The Canadian Journal of Chemical Engineering | Amirreza Memarian Seshu Kumar Damarla Biao Huang | 2023/11 |
Data-driven designs of observers and controllers via solving model matching problems | Automatica | Hongtian Chen Hao Luo Biao Huang Bin Jiang Okyay Kaynak | 2023/10/1 |
Spatiotemporal Stacked Autoencoder based Soft Sensor Modeling for the Dow Data Challenge Problem | Xiuli Zhu Seshu Kumar Damarla Biao Huang | 2023/8/28 | |
An Unsupervised Fault Detection and Diagnosis With Distribution Dissimilarity and Lasso Penalty | IEEE Transactions on Control Systems Technology | Wanke Yu Chunhui Zhao Biao Huang Min Xie | 2023/11/16 |
A Koopman Operator-Based Finite Impulse Response Filter for Nonlinear Systems | Zhichao Pan Biao Huang Fei Liu | 2023/12/13 | |
Data-Driven Indirect Iterative Learning Control | IEEE Transactions on Cybernetics | Ronghu Chi Huaying Li Na Lin Biao Huang | 2023/1/11 |
Data-Driven Virtual Reference Set-Point Learning of PD Control and Applications to Permanent Magnet Linear Motors | IEEE Transactions on Systems, Man, and Cybernetics: Systems | Na Lin Huaying Li Ronghu Chi Zhongsheng Hou Biao Huang | 2023/2/14 |
