All Stories

  1. Big data-driven predictive control for nonlinear systems based on kernel density estimation of data trajectories

    Article • Computers & Chemical Engineering, April 2026, Elsevier

    Biao Huang

  2. Machine Learning-Based Time-Series Forecasting for Off-Gas Characterization and Decarbonization in Electric Arc Furnace Steelmaking

    Article • Industrial & Engineering Chemistry Research, January 2026, American Chemical Society (ACS)

    Biao Huang

  3. Reinforcement learning-based autonomous control of bench-scale primary separation vessel

    Article • Computers & Chemical Engineering, January 2026, Elsevier

    Biao Huang

  4. Causal discovery in industrial systems via physics-guided variational attention and probabilistic interventions

    Article • Computers & Chemical Engineering, January 2026, Elsevier

    Biao Huang

  5. Robust soft sensing with causal and injectivity-preserving Graph Neural Network

    Article • Journal of Process Control, January 2026, Elsevier

    Biao Huang

  6. State Estimation for High-Dimensional Wastewater Treatment Plants Based on Dynamic Mode Decomposition

    Article • IEEE Transactions on Industrial Informatics, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  7. Recursive State Estimation with Non-Negativity Constraints using Constrained Extended Kalman and Particle Filters with Truncated Distributions and Positivity-Preserving ODE Solvers

    Article • January 2026, Elsevier

    Biao Huang

  8. Uncertainty Predictive Observer-Based Model-Free Adaptive Disturbance Rejection Control

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  9. Data-Driven Closed-Loop System Fault Diagnosis Using Feedback-Invariant Dynamic Residual Analysis

    Article • IEEE Industrial Electronics Magazine, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  10. StictionGPT: Detecting valve stiction in process control loops using large vision language model

    Article • Control Engineering Practice, December 2025, Elsevier

    Biao Huang

  11. Breaking Information Granularity Heterogeneity: A Mutual Information-Inspired Causal Discovery Framework for Multi-Rate Time Series

    Article • IEEE Transactions on Knowledge and Data Engineering, December 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  12. Operator-In-The-Loop Bayesian Optimization Toward Optimal Process Operation

    Article • November 2025, Springer Science + Business Media

    Biao Huang

  13. Real-time freeze point prediction using multirate measurements in the blending process

    Article • Journal of Process Control, November 2025, Elsevier

    Biao Huang

  14. A Novel Toeplitz Matrix and CNN-LSTM Based Method for Identifying Control Valve Stiction

    Article • Industrial & Engineering Chemistry Research, August 2025, American Chemical Society (ACS)

    Biao Huang

  15. Physics-guided transfer learning for Bayesian optimization of chemical port-Hamiltonian systems

    Article • Computers & Chemical Engineering, August 2025, Elsevier

    Biao Huang

  16. M2D-VAE: Self-Supervised Probabilistic Temporal–Spatial Latent Representation Learning for Unsupervised Industrial Operational Applications Under Missing Value Interference

    Article • IEEE Transactions on Neural Networks and Learning Systems, July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  17. Entropy-enhanced batch sampling and conformal learning in VGAE for physics-informed causal discovery and fault diagnosis

    Article • Computers & Chemical Engineering, June 2025, Elsevier

    Biao Huang

  18. Robust to outlier image inpainting for interface detection in primary separation vessel

    Article • Journal of Process Control, June 2025, Elsevier

    Biao Huang

  19. A Variational Bayesian Inference-Based Robust Dissimilarity Analytics Model for Industrial Fault Detection

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Gaoxi Xiao, Biao Huang

  20. Interpretable Dynamic Modelling and Prediction of Free Acid in Zinc Leaching Process

    Article • Journal of Process Control, May 2025, Elsevier

    Biao Huang

  21. Big Data-Driven Control of Nonlinear Processes Through Dynamic Latent Variables Using an Autoencoder

    Article • IEEE Transactions on Cybernetics, May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  22. A Robust Probabilistic Quality-Relevant Monitoring Model With Laplace Distribution

    Article • IEEE Transactions on Industrial Informatics, April 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Gaoxi Xiao, Biao Huang

  23. Addressing Heterogeneous Time-Frequency Causality: Source Consistency Exploring for Industrial Root Cause Alignment and Diagnosis

    Article • IEEE Transactions on Cybernetics, March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  24. Factor Graph Optimization for Flexibly Modeled INS/GPS Navigation in Graphical State-Space

    Article • IEEE Transactions on Industrial Informatics, February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  25. From Static and Dynamic Perspectives: A Survey on Historical Data Benchmarks of Control Performance Monitoring

    Article • IEEE/CAA Journal of Automatica Sinica, February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  26. Causality-Informed Data-Driven Predictive Control

    Article • IEEE Transactions on Control Systems Technology, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  27. Compensatory Data-Driven Networked Iterative Learning Control With Communication Constraints and DoS Attacks

    Article • IEEE Transactions on Automation Science and Engineering, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  28. Data-Driven Iterative Learning Temperature Control for Rubber Mixing Processes

    Article • IEEE Transactions on Automation Science and Engineering, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  29. EKG-AC: A New Paradigm for Process Industrial Optimization Based on Offline Reinforcement Learning With Expert Knowledge Guidance

    Article • IEEE Transactions on Cybernetics, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  30. Fault-Tolerant Soft Sensor Modeling Based on a Two-Dimensional Group Distributionally Robust Optimization Framework

    Article • IEEE Transactions on Automation Science and Engineering, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  31. Incremental Learning-Enabled Fault Diagnosis of Dynamic Systems: A Comprehensive Review

    Article • IEEE Transactions on Cybernetics, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  32. Laplace Distribution Based Robust Identification of Errors-in-Variables Systems With Outliers

    Article • IEEE Industrial Electronics Magazine, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  33. Sequential Image Restoration and Segmentation for Interface Detection in Primary Separation Cells

    Article • IEEE Transactions on Automation Science and Engineering, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  34. Event-Triggered Direct Data-Driven Iterative Learning Control for Multiagent Systems

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  35. A Conditional Invertible Neural Network-Based Fault Detection

    Article • IEEE Transactions on Control Systems Technology, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  36. Spatiotemporal Topology-Informed Multiagent Reinforcement Learning Framework for Structured Multiprocess Collaborative Optimization

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  37. Intrinsic Causality Embedded Concurrent Quality and Process Monitoring Strategy

    Article • IEEE Industrial Electronics Magazine, November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  38. Fast Bayesian filtering for wastewater treatment plants with inaccurate process noise statistics

    Article • Computers & Chemical Engineering, October 2024, Elsevier

    Biao Huang

  39. Bayesian-Based Causal Structure Inference With a Domain Knowledge Prior for Stable and Interpretable Soft Sensing

    Article • IEEE Transactions on Cybernetics, October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  40. Double-Layered Iterative Learning Control for Nonlinear Systems

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  41. Data-Driven Dynamic Internal Model Control

    Article • IEEE Transactions on Cybernetics, September 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  42. Data-Driven Finite-Iteration Learning Control

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, September 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  43. Sampled-Data Model-Free Adaptive Control for Nonlinear Continuous-Time Systems

    Article • IEEE Transactions on Cybernetics, August 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  44. Nonlinear Slow Feature Analysis for Oscillating Characteristics Under Deep Encoder-Decoder Framework

    Article • IEEE Transactions on Industrial Informatics, July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  45. Unified Unit-Wise and Plantwide Monitoring: Application in Early Detection of Gas Flare Event

    Article • Industrial & Engineering Chemistry Research, June 2024, American Chemical Society (ACS)

    Biao Huang

  46. Detection of poor controller tuning with Gramian Angular Field (GAF) and StackAutoencoder (SAE)

    Article • Computers & Chemical Engineering, June 2024, Elsevier

    Biao Huang

  47. Digital twin and control of an industrial-scale bitumen extraction process

    Article • Computers & Chemical Engineering, June 2024, Elsevier

    Biao Huang

  48. Sparse Robust Dynamic Feature Extraction Using Bayesian Inference

    Article • IEEE Industrial Electronics Magazine, June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  49. Bayesian Filtering for High-Dimensional State-Space Models With State Partition and Error Compensation

    Article • IEEE/CAA Journal of Automatica Sinica, May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  50. Distributed Data-Driven Predictive Control via Dissipative Behavior Synthesis

    Article • IEEE Transactions on Automatic Control, May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  51. An Unsupervised Fault Detection and Diagnosis With Distribution Dissimilarity and Lasso Penalty

    Article • IEEE Transactions on Control Systems Technology, May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  52. Machine learning for industrial sensing and control: A survey and practical perspective

    Article • Control Engineering Practice, April 2024, Elsevier

    Biao Huang

  53. On Approximation of System Behavior From Large Noisy Data Using Statistical Properties of Measurement Noise

    Article • IEEE Transactions on Automatic Control, April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  54. Robust-to-occlusion machine vision model for predicting quality variables with slow-rate measurements

    Article • Computers & Chemical Engineering, March 2024, Elsevier

    Biao Huang

  55. A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications

    Article • IEEE Transactions on Industrial Informatics, March 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  56. Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives

    Article • IEEE Transactions on Neural Networks and Learning Systems, March 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  57. Shape-Based Pattern Recognition Approaches toward Oscillation Detection

    Article • Industrial & Engineering Chemistry Research, February 2024, American Chemical Society (ACS)

    Biao Huang

  58. Physics‐informed sparse causal inference for source detection of plant‐wide oscillations

    Article • AIChE Journal, February 2024, Wiley

    Biao Huang

  59. Reinforcement Learning in Process Industries: Review and Perspective

    Article • IEEE/CAA Journal of Automatica Sinica, February 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  60. A Novel Chattering-Free Discrete Sliding Mode Controller With Disturbance Compensation for Zinc Roasting Temperature Distribution Control

    Article • IEEE Transactions on Automation Science and Engineering, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  61. A Probabilistic Quality-Relevant Monitoring Method With Gaussian Mixture Model

    Article • IEEE Transactions on Automation Science and Engineering, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  62. An Approach to Data-Based Linear Quadratic Optimal Control

    Article • IEEE Control Systems Letters, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  63. Data-Driven Internal Model Learning Control for Nonlinear Systems

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  64. Data-Driven Robust Finite-Iteration Learning Control for MIMO Nonrepetitive Uncertain Systems

    Article • IEEE Transactions on Cybernetics, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  65. Explainable Fault Diagnosis Using Invertible Neural Networks—Part I: A Left Manifold-Based Solution

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  66. A Robust Dissimilarity Distribution Analytics With Laplace Distribution for Incipient Fault Detection

    Article • IEEE Industrial Electronics Magazine, December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  67. Data-driven moving horizon state estimation of nonlinear processes using Koopman operator

    Article • Chemical Engineering Research and Design, December 2023, Elsevier

    Biao Huang

  68. Image restoration and analysis with application to quality variable prediction in flotation process

    Article • Journal of Process Control, November 2023, Elsevier

    Biao Huang

  69. Dynamic Linearization and Extended State Observer-Based Data-Driven Adaptive Control

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  70. Fault-Tolerant Soft Sensors for Dynamic Systems

    Article • IEEE Transactions on Control Systems Technology, November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  71. Hammerstein–Wiener Model Identification for Oil-in-Water Separation Dynamics in a De-Oiling Hydrocyclone System

    Article • Energies, October 2023, MDPI AG

    Biao Huang

  72. Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven Approach

    Article • IEEE Transactions on Cybernetics, July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  73. Data-Driven Virtual Reference Set-Point Learning of PD Control and Applications to Permanent Magnet Linear Motors

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  74. Double Dynamic Linearization-Based Higher Order Indirect Adaptive Iterative Learning Control

    Article • IEEE Transactions on Cybernetics, June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  75. Generalized Robust MPC with zone-tracking

    Article • Chemical Engineering Research and Design, June 2023, Elsevier

    Biao Huang

  76. Variational Bayesian Inference for Robust Identification of PWARX Systems With Time-Varying Time-Delays

    Article • IEEE Transactions on Cybernetics, June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  77. Reinforcement learning for soft sensor design through autonomous cross-domain data selection

    Article • Computers & Chemical Engineering, May 2023, Elsevier

    Biao Huang

  78. Statistical Test-Based Practical Methods for Detection and Quantification of Stiction in Control Valves

    Article • Industrial & Engineering Chemistry Research, March 2023, American Chemical Society (ACS)

    Biao Huang

  79. Enhanced P-Type Control: Indirect Adaptive Learning From Set-Point Updates

    Article • IEEE Transactions on Automatic Control, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  80. A Transferable Multistage Model With Cycling Discrepancy Learning for Lithium-Ion Battery State of Health Estimation

    Article • IEEE Transactions on Industrial Informatics, February 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  81. Process Monitoring Using Domain-Adversarial Probabilistic Principal Component Analysis: A Transfer Learning Framework

    Article • IEEE Transactions on Industrial Informatics, February 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  82. Deep Bayesian Slow Feature Extraction With Application to Industrial Inferential Modeling

    Article • IEEE Transactions on Industrial Informatics, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  83. No-Delay Multimodal Process Monitoring Using Kullback-Leibler Divergence-Based Statistics in Probabilistic Mixture Models

    Article • IEEE Transactions on Automation Science and Engineering, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  84. Tuning-Free Bayesian Estimation Algorithms for Faulty Sensor Signals in State-Space

    Article • IEEE Industrial Electronics Magazine, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  85. ConvLSTM and Self-Attention Aided Canonical Correlation Analysis for Multioutput Soft Sensor Modeling

    Article • IEEE Transactions on Instrumentation and Measurement, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  86. Data-Driven Indirect Iterative Learning Control

    Article • IEEE Transactions on Cybernetics, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  87. Explicit Representation and Customized Fault Isolation Framework for Learning Temporal and Spatial Dependencies in Industrial Processes

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  88. Identification of Errors-in-Variable System With Heteroscedastic Noise and Partially Known Input Using Variational Bayesian

    Article • IEEE Transactions on Industrial Informatics, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  89. Skew Filtering for Online State Estimation and Control

    Article • IEEE Transactions on Industrial Informatics, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  90. Variational Bayesian Approach to Nonstationary and Oscillatory Slow Feature Analysis With Applications in Soft Sensing and Process Monitoring

    Article • IEEE Transactions on Control Systems Technology, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  91. A Deep Probabilistic Transfer Learning Framework for Soft Sensor Modeling With Missing Data

    Article • IEEE Transactions on Neural Networks and Learning Systems, December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  92. Variational Progressive-Transfer Network for Soft Sensing of Multirate Industrial Processes

    Article • IEEE Transactions on Cybernetics, December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  93. Transfer Learning for Dynamic Feature Extraction Using Variational Bayesian Inference

    Article • IEEE Transactions on Knowledge and Data Engineering, November 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  94. Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning

    Article • IEEE Transactions on Neural Networks and Learning Systems, October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  95. Event-Triggered Distributed Moving Horizon State Estimation of Linear Systems

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  96. A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis

    Article • IEEE Transactions on Cybernetics, September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  97. Event-Triggered ILC for Optimal Consensus at Specified Data Points of Heterogeneous Networked Agents With Switching Topologies

    Article • IEEE Transactions on Cybernetics, September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  98. Multisource-Refined Transfer Network for Industrial Fault Diagnosis Under Domain and Category Inconsistencies

    Article • IEEE Transactions on Cybernetics, September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  99. Data-Driven Adaptive Consensus Learning From Network Topologies

    Article • IEEE Transactions on Neural Networks and Learning Systems, August 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  100. Discrete-Time-Distributed Adaptive ILC With Nonrepetitive Uncertainties and Applications to Building HVAC Systems

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, August 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  101. MoniNet With Concurrent Analytics of Temporal and Spatial Information for Fault Detection in Industrial Processes

    Article • IEEE Transactions on Cybernetics, August 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  102. Overexpression of heat shock protein 70 induces apoptosis of intestinal epithelial cells in heat-stressed pigs: A proteomics approach

    Article • Journal of Thermal Biology, August 2022, Elsevier

    Biao Huang

  103. Parallel Interaction Spatiotemporal Constrained Variational Autoencoder for Soft Sensor Modeling

    Article • IEEE Transactions on Industrial Informatics, August 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  104. Community detection based process decomposition and distributed monitoring for large‐scale processes

    Article • AIChE Journal, July 2022, Wiley

    Biao Huang

  105. Data-Driven Communication Efficient Distributed Monitoring for Multiunit Industrial Plant-Wide Processes

    Article • IEEE Transactions on Automation Science and Engineering, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  106. Offline and Online Parameter Learning for Switching Multirate Processes With Varying Delays and Integrated Measurements

    Article • IEEE Industrial Electronics Magazine, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  107. Reinforcement Learning With Constrained Uncertain Reward Function Through Particle Filtering

    Article • IEEE Industrial Electronics Magazine, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  108. Quantitative Data-Driven Adaptive Iterative Learning Control: From Trajectory Tracking to Point-to-Point Tracking

    Article • IEEE Transactions on Cybernetics, June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  109. Reinforcement learning approach to autonomous PID tuning

    Article • Computers & Chemical Engineering, May 2022, Elsevier

    Biao Huang

  110. Sparse Inverse Covariance Estimation for Causal Inference in Process Data Analytics

    Article • IEEE Transactions on Control Systems Technology, May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  111. Robust probabilistic principal component regression with switching mixture Gaussian noise for soft sensing

    Article • Chemometrics and Intelligent Laboratory Systems, March 2022, Elsevier

    Biao Huang

  112. Sensor Fault Estimation in a Probabilistic Framework for Industrial Processes and its Applications

    Article • IEEE Transactions on Industrial Informatics, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  113. Spatial Linear Dynamic Relationship of Strongly Connected Multiagent Systems and Adaptive Learning Control for Different Formations

    Article • IEEE Transactions on Cybernetics, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  114. Data-Driven Adaptive Iterative Learning Bipartite Consensus for Heterogeneous Nonlinear Cooperation-Antagonism Networks

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  115. Distributed Process Monitoring for Multi-Agent Systems Through Cognitive Learning

    Article • IEEE Transactions on Cognitive and Developmental Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  116. Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  117. Incremental Variational Bayesian Gaussian Mixture Model With Decremental Optimization for Distribution Accommodation and Fine-Scale Adaptive Process Monitoring

    Article • IEEE Transactions on Cybernetics, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  118. Multirate Sensor Fusion in the Presence of Irregular Measurements and Time-Varying Time Delays Using Synchronized, Neural, Extended Kalman Filters

    Article • IEEE Transactions on Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  119. Robust Variational Bayesian-Based Soft Sensor Model for LPV Processes With Delayed and Integrated Output Measurements

    Article • IEEE Transactions on Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  120. Sparse and Time-Varying Predictive Relation Extraction for Root Cause Quantification of Nonstationary Process Faults

    Article • IEEE Transactions on Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  121. Practical Linear Regression-Based Method for Detection and Quantification of Stiction in Control Valves

    Article • Industrial & Engineering Chemistry Research, December 2021, American Chemical Society (ACS)

    Biao Huang

  122. A Gaussian mixture model based virtual sample generation approach for small datasets in industrial processes

    Article • Information Sciences, December 2021, Elsevier

    Biao Huang

  123. Active Disturbance Rejection Control for Nonaffined Globally Lipschitz Nonlinear Discrete-Time Systems

    Article • IEEE Transactions on Automatic Control, December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  124. Adversarial smoothing tri-regression for robust semi-supervised industrial soft sensor

    Article • Journal of Process Control, December 2021, Elsevier

    Biao Huang

  125. Latent variable modeling and state estimation of non-stationary processes driven by monotonic trends

    Article • Journal of Process Control, December 2021, Elsevier

    Biao Huang

  126. Observer-Based Sampled-Data Model-Free Adaptive Control for Continuous-Time Nonlinear Nonaffine Systems With Input Rate Constraints

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  127. Event-Triggered Nonlinear Iterative Learning Control

    Article • IEEE Transactions on Neural Networks and Learning Systems, November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  128. State Estimation for Multirate Measurements in the Presence of Integral Term and Variable Delay

    Article • IEEE Transactions on Control Systems Technology, November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  129. A Holistic Probabilistic Framework for Monitoring Nonstationary Dynamic Industrial Processes

    Article • IEEE Transactions on Control Systems Technology, September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  130. Online Probabilistic Estimation of Sensor Faulty Signal in Industrial Processes and Its Applications

    Article • IEEE Industrial Electronics Magazine, September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  131. Siamese Neural Network-Based Supervised Slow Feature Extraction for Soft Sensor Application

    Article • IEEE Industrial Electronics Magazine, September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  132. Data-driven multi-model minimum variance controller design based on support vectors

    Article • Journal of Process Control, August 2021, Elsevier

    Biao Huang

  133. Identification of Two-Dimensional Causal Systems With Missing Output Data via Expectation–Maximization Algorithm

    Article • IEEE Transactions on Industrial Informatics, August 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  134. Online reinforcement learning for a continuous space system with experimental validation

    Article • Journal of Process Control, August 2021, Elsevier

    Biao Huang

  135. Auxiliary Predictive Compensation-Based ILC for Variable Pass Lengths

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  136. Convergence Analysis of Sampled-Data ILC for Locally Lipschitz Continuous Nonlinear Nonaffine Systems With Nonrepetitive Uncertainties

    Article • IEEE Transactions on Automatic Control, July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  137. Mixture robust semi-supervised probabilistic principal component regression with missing input data

    Article • Chemometrics and Intelligent Laboratory Systems, July 2021, Elsevier

    Biao Huang

  138. Two-stage time-varying hidden conditional random fields with variable selection for process operating mode diagnosis

    Article • Chemometrics and Intelligent Laboratory Systems, July 2021, Elsevier

    Biao Huang

  139. Event-Triggered Model-Free Adaptive Control

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  140. Parameter estimation for nonlinear systems with multirate measurements and random delays

    Article • AIChE Journal, May 2021, Wiley

    Biao Huang

  141. A Variational Bayesian Causal Analysis Approach for Time-Varying Systems

    Article • IEEE Transactions on Control Systems Technology, May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  142. Soft sensor based on eXtreme gradient boosting and bidirectional converted gates long short-term memory self-attention network

    Article • Neurocomputing, April 2021, Elsevier

    Biao Huang

  143. Extended State Observer-Based Data-Driven Iterative Learning Control for Permanent Magnet Linear Motor With Initial Shifts and Disturbances

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, March 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  144. Multimodal process monitoring based on variational Bayesian PCA and Kullback-Leibler divergence between mixture models

    Article • Chemometrics and Intelligent Laboratory Systems, March 2021, Elsevier

    Biao Huang

  145. Valve Stiction Detection and Quantification Using a K-Means Clustering Based Moving Window Approach

    Article • Industrial & Engineering Chemistry Research, February 2021, American Chemical Society (ACS)

    Biao Huang

  146. Forward–Backward Smoothers With Finite Impulse Response Structure

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, February 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  147. Hidden Markov Model-Based Attack Detection for Networked Control Systems Subject to Random Packet Dropouts

    Article • IEEE Industrial Electronics Magazine, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  148. Stationary Subspace Analysis-Based Hierarchical Model for Batch Processes Monitoring

    Article • IEEE Transactions on Control Systems Technology, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  149. Data-Driven Fault Detection for Dynamic Systems With Performance Degradation: A Unified Transfer Learning Framework

    Article • IEEE Transactions on Instrumentation and Measurement, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  150. Dual Neural Extended Kalman Filtering Approach for Multirate Sensor Data Fusion

    Article • IEEE Transactions on Instrumentation and Measurement, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  151. Kalman Filter-Based Convolutional Neural Network for Robust Tracking of Froth-Middling Interface in a Primary Separation Vessel in Presence of Occlusions

    Article • IEEE Transactions on Instrumentation and Measurement, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  152. Consensus‐based approach for parameter and state estimation of agro‐hydrological systems

    Article • AIChE Journal, October 2020, Wiley

    Biao Huang

  153. Adjacent-Agent Dynamic Linearization-Based Iterative Learning Formation Control

    Article • IEEE Transactions on Cybernetics, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  154. Discrete-Time Extended State Observer-Based Model-Free Adaptive Control Via Local Dynamic Linearization

    Article • IEEE Industrial Electronics Magazine, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  155. Data-Driven Modeling Based on Two-Stream ${\rm{\lambda }}$ Gated Recurrent Unit Network With Soft Sensor Application

    Article • IEEE Industrial Electronics Magazine, August 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  156. Hierarchical Quality-Relevant Feature Representation for Soft Sensor Modeling: A Novel Deep Learning Strategy

    Article • IEEE Transactions on Industrial Informatics, June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  157. Real-Time Mode Diagnosis for Processes With Multiple Operating Conditions Using Switching Conditional Random Fields

    Article • IEEE Industrial Electronics Magazine, June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  158. Gaussian process regression with heteroscedastic noises — A machine-learning predictive variance approach

    Article • Chemical Engineering Research and Design, May 2020, Elsevier

    Biao Huang

  159. Distributed data‐driven observer for linear time invariant systems

    Article • International Journal of Adaptive Control and Signal Processing, April 2020, Wiley

    Biao Huang

  160. Supervised Variational Autoencoders for Soft Sensor Modeling With Missing Data

    Article • IEEE Transactions on Industrial Informatics, April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  161. Detecting the Direction of Information Flow in Instantaneous Relations Between Variables

    Article • IEEE Transactions on Control Systems Technology, March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  162. Iterative Identification of Hammerstein Parameter Varying Systems With Parameter Uncertainties Based on the Variational Bayesian Approach

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  163. 3-D Learning-Enhanced Adaptive ILC for Iteration-Varying Formation Tasks

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  164. Probabilistic just-in-time approach for nonlinear modeling with Bayesian nonlinear feature extraction

    Article • Chemometrics and Intelligent Laboratory Systems, January 2020, Elsevier

    Biao Huang

  165. Distributed control performance assessment and corresponding optimal controller design considering communication delays

    Article • IET Control Theory and Applications, November 2019, the Institution of Engineering and Technology (the IET)

    Biao Huang

  166. Neighborhood Variational Bayesian Multivariate Analysis for Distributed Process Monitoring With Missing Data

    Article • IEEE Transactions on Control Systems Technology, November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  167. Feature Extraction of Constrained Dynamic Latent Variables

    Article • IEEE Transactions on Industrial Informatics, October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  168. Simultaneous Static and Dynamic Analysis for Fine-Scale Identification of Process Operation Statuses

    Article • IEEE Transactions on Industrial Informatics, September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  169. Review and Perspectives of Data-Driven Distributed Monitoring for Industrial Plant-Wide Processes

    Article • Industrial & Engineering Chemistry Research, July 2019, American Chemical Society (ACS)

    Biao Huang

  170. Variational Bayesian Approach for Causality and Contemporaneous Correlation Features Inference in Industrial Process Data

    Article • IEEE Transactions on Cybernetics, July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  171. A new soft-sensor algorithm with concurrent consideration of slowness and quality interpretation for dynamic chemical process

    Article • Chemical Engineering Science, May 2019, Elsevier

    Biao Huang

  172. Robust filter design for asymmetric measurement noise using variational Bayesian inference

    Article • IET Control Theory and Applications, April 2019, the Institution of Engineering and Technology (the IET)

    Biao Huang

  173. Parameter estimation of Markov-switching Hammerstein systems using variational Bayesian approach

    Article • IET Control Theory and Applications, April 2019, the Institution of Engineering and Technology (the IET)

    Biao Huang

  174. An Improved Data-Driven Point-to-Point ILC Using Additional On-Line Control Inputs With Experimental Verification

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  175. Data rectification for multiple operating modes: A MAP framework

    Article • Computers & Chemical Engineering, April 2019, Elsevier

    Biao Huang

  176. Multiple-Model State Estimation Based on Variational Bayesian Inference

    Article • IEEE Transactions on Automatic Control, April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  177. Mixtures of Probabilistic PCA With Common Structure Latent Bases for Process Monitoring

    Article • IEEE Transactions on Control Systems Technology, March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  178. Probabilistic Monitoring of Sensors in State-Space With Variational Bayesian Inference

    Article • IEEE Industrial Electronics Magazine, March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  179. Hierarchically Distributed Monitoring for the Early Prediction of Gas Flare Events

    Article • Industrial & Engineering Chemistry Research, February 2019, American Chemical Society (ACS)

    Biao Huang

  180. Distributed multiple step ahead prediction considering communication delays

    Article • IET Control Theory and Applications, February 2019, the Institution of Engineering and Technology (the IET)

    Biao Huang

  181. Robust FIR State Estimation of Dynamic Processes Corrupted by Outliers

    Article • IEEE Transactions on Industrial Informatics, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  182. Deep Discriminative Representation Learning for Nonlinear Process Fault Detection

    Article • IEEE Transactions on Automation Science and Engineering, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  183. Semi‐supervised dynamic latent variable modeling: I/O probabilistic slow feature analysis approach

    Article • AIChE Journal, December 2018, Wiley

    Biao Huang

  184. Computationally Efficient Data-Driven Higher Order Optimal Iterative Learning Control

    Article • IEEE Transactions on Neural Networks and Learning Systems, December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  185. Multivariate Gaussian process regression for nonlinear modelling with colored noise

    Article • Transactions of the Institute of Measurement and Control, November 2018, SAGE Publications

    Biao Huang

  186. Chance-Constrained Model Predictive Control for SAGD Process Using Robust Optimization Approximation

    Article • Industrial & Engineering Chemistry Research, November 2018, American Chemical Society (ACS)

    Biao Huang

  187. An Augmented Model Approach for Identification of Nonlinear Errors-in-Variables Systems Using the EM Algorithm

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  188. Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes

    Article • IEEE Industrial Electronics Magazine, November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  189. Distributed Dynamic Modeling and Monitoring for Large-Scale Industrial Processes under Closed-Loop Control

    Article • Industrial & Engineering Chemistry Research, October 2018, American Chemical Society (ACS)

    Biao Huang

  190. Control Performance Assessment for ILC-Controlled Batch Processes in a 2-D System Framework

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  191. Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE

    Article • IEEE Transactions on Industrial Informatics, July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  192. Approaches to robust process identification: A review and tutorial of probabilistic methods

    Article • Journal of Process Control, June 2018, Elsevier

    Biao Huang

  193. Localization of Indoor Mobile Robot Using Minimum Variance Unbiased FIR Filter

    Article • IEEE Transactions on Automation Science and Engineering, April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  194. Distributed Student's t filtering algorithm for heavy-tailed noises

    Article • International Journal of Adaptive Control and Signal Processing, March 2018, Wiley

    Biao Huang

  195. Incipient Fault Detection for Complex Industrial Processes with Stationary and Nonstationary Hybrid Characteristics

    Article • Industrial & Engineering Chemistry Research, March 2018, American Chemical Society (ACS)

    Biao Huang

  196. A novel approach to process operating mode diagnosis using conditional random fields in the presence of missing data

    Article • Computers & Chemical Engineering, March 2018, Elsevier

    Biao Huang

  197. Robust Estimation of ARX Models With Time Varying Time Delays Using Variational Bayesian Approach

    Article • IEEE Transactions on Cybernetics, February 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  198. Minimum Variance Bound and Minimum Variance Controller for Convex Nonlinear Systems with Input Constraints

    Article • IET Control Theory and Applications, January 2018, the Institution of Engineering and Technology (the IET)

    Biao Huang, Hariprasad Kodamana

  199. Extracting dynamic features with switching models for process data analytics and application in soft sensing

    Article • AIChE Journal, January 2018, Wiley

    Biao Huang

  200. Triggered Communication in Distributed Adaptive High-Gain EKF

    Article • IEEE Transactions on Industrial Informatics, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  201. A full-condition monitoring method for nonstationary dynamic chemical processes with cointegration and slow feature analysis

    Article • AIChE Journal, December 2017, Wiley

    Biao Huang

  202. Molecular-Based Bayesian Regression Model of Petroleum Fractions

    Article • Industrial & Engineering Chemistry Research, December 2017, American Chemical Society (ACS)

    Biao Huang

  203. Expectation Maximization Approach for Simultaneous Gross Error Detection and Data Reconciliation Using Gaussian Mixture Distribution

    Article • Industrial & Engineering Chemistry Research, December 2017, American Chemical Society (ACS)

    Biao Huang

  204. Robust Identification of Nonlinear Errors-in-Variables Systems With Parameter Uncertainties Using Variational Bayesian Approach

    Article • IEEE Transactions on Industrial Informatics, December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  205. Iteration Tuning of Disturbance Observer-Based Control System Satisfying Robustness Index for FOPTD Processes

    Article • IEEE Transactions on Control Systems Technology, November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  206. A Data-Based Augmented Model Identification Method for Linear Errors-in-Variables Systems Based on EM Algorithm

    Article • IEEE Industrial Electronics Magazine, November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  207. Iterative Residual Generator for Fault Detection With Linear Time-Invariant State–Space Models

    Article • IEEE Transactions on Automatic Control, October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  208. Nonlinear robust optimization for process design

    Article • AIChE Journal, September 2017, Wiley

    Biao Huang

  209. Detection and Diagnosis of Multiple Faults With Uncertain Modeling Parameters

    Article • IEEE Transactions on Control Systems Technology, September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  210. Interaction Analysis of Multivariate Control Systems Under Bayesian Framework

    Article • IEEE Transactions on Control Systems Technology, September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  211. Bayesian Learning for Dynamic Feature Extraction With Application in Soft Sensing

    Article • IEEE Industrial Electronics Magazine, September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  212. An E-HOIM Based Data-Driven Adaptive TILC of Nonlinear Discrete-Time Systems for Non-Repetitive Terminal Point Tracking

    Article • Asian Journal of Control, August 2017, Wiley

    Biao Huang

  213. Mixture semisupervised probabilistic principal component regression model with missing inputs

    Article • Computers & Chemical Engineering, August 2017, Elsevier

    Biao Huang

  214. Computationally-Light Non-Lifted Data-Driven Norm-Optimal Iterative Learning Control

    Article • Asian Journal of Control, June 2017, Wiley

    Biao Huang

  215. Data-driven high-order terminal iterative learning control with a faster convergence speed

    Article • International Journal of Robust and Nonlinear Control, June 2017, Wiley

    Biao Huang

  216. Distributed adaptive high-gain extended Kalman filtering for nonlinear systems

    Article • International Journal of Robust and Nonlinear Control, May 2017, Wiley

    Biao Huang

  217. A Probabilistic Just-in-Time Learning Framework for Soft Sensor Development With Missing Data

    Article • IEEE Transactions on Control Systems Technology, May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  218. A Data-Driven Hybrid ARX and Markov Chain Modeling Approach to Process Identification With Time-Varying Time Delays

    Article • IEEE Industrial Electronics Magazine, May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  219. Semisupervised JITL Framework for Nonlinear Industrial Soft Sensing Based on Locally Semisupervised Weighted PCR

    Article • IEEE Transactions on Industrial Informatics, April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  220. Wavelet Transform Based Methodology for Detection and Characterization of Multiple Oscillations in Nonstationary Variables

    Article • Industrial & Engineering Chemistry Research, February 2017, American Chemical Society (ACS)

    Biao Huang

  221. Adaptive soft sensor based on time difference Gaussian process regression with local time-delay reconstruction

    Article • Chemical Engineering Research and Design, January 2017, Elsevier

    Biao Huang

  222. Distributed monitoring for large-scale processes based on multivariate statistical analysis and Bayesian method

    Article • Journal of Process Control, October 2016, Elsevier

    Biao Huang

  223. JITL based MWGPR soft sensor for multi-mode process with dual-updating strategy

    Article • Computers & Chemical Engineering, July 2016, Elsevier

    Biao Huang

  224. Robust probabilistic principal component analysis for process modeling subject to scaled mixture Gaussian noise

    Article • Computers & Chemical Engineering, July 2016, Elsevier

    Biao Huang

  225. Robust Gaussian process modeling using EM algorithm

    Article • Journal of Process Control, June 2016, Elsevier

    Biao Huang

  226. Double locally weighted principal component regression for soft sensor with sample selection under supervised latent structure

    Article • Chemometrics and Intelligent Laboratory Systems, April 2016, Elsevier

    Biao Huang

  227. New results on the robust stability of PID controllers with gain and phase margins for UFOPTD processes

    Article • ISA Transactions, March 2016, Elsevier

    Biao Huang

  228. Slow feature analysis for monitoring and diagnosis of control performance

    Article • Journal of Process Control, March 2016, Elsevier

    Biao Huang

  229. Dynamic higher-order cumulants analysis for state monitoring based on a novel lag selection

    Article • Information Sciences, February 2016, Elsevier

    Biao Huang

  230. Monitoring of operating point and process dynamics via probabilistic slow feature analysis

    Article • Chemometrics and Intelligent Laboratory Systems, February 2016, Elsevier

    Biao Huang

  231. Predicting GHS toxicity using RTCA and discrete-time Fourier transform

    Article • Journal of Bioinformatics and Computational Biology, February 2016, World Scientific Pub Co Pte Lt

    Biao Huang

  232. Robust Diagnosis of Operating Mode Based on Time-Varying Hidden Markov Models

    Article • IEEE Industrial Electronics Magazine, February 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  233. Robust optimization under correlated uncertainty: Formulations and computational study

    Article • Computers & Chemical Engineering, February 2016, Elsevier

    Biao Huang

  234. GMM and optimal principal components-based Bayesian method for multimode fault diagnosis

    Article • Computers & Chemical Engineering, January 2016, Elsevier

    Biao Huang

  235. Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference

    Article • IEEE Industrial Electronics Magazine, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  236. Hellinger distance based probability distribution approach to performance monitoring of nonlinear control systems

    Article • Chinese Journal of Chemical Engineering, December 2015, Elsevier

    Biao Huang

  237. Predicting wellbore dynamics in a steam-assisted gravity drainage system: Numeric and semi-analytic model, and validation

    Article • Applied Thermal Engineering, December 2015, Elsevier

    Biao Huang

  238. Generalized expectation–maximization approach to LPV process identification with randomly missing output data

    Article • Chemometrics and Intelligent Laboratory Systems, November 2015, Elsevier

    Biao Huang

  239. Optimal continuous-time state estimation for linear finite and infinite-dimensional chemical process systems with state constraints

    Article • Journal of Process Control, November 2015, Elsevier

    Biao Huang

  240. Process monitoring using kernel density estimation and Bayesian networking with an industrial case study

    Article • ISA Transactions, September 2015, Elsevier

    Biao Huang

  241. Fault Detection and Diagnosis of Multiple-Model Systems With Mismodeled Transition Probabilities

    Article • IEEE Industrial Electronics Magazine, August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  242. State estimation incorporating infrequent, delayed and integral measurements

    Article • Automatica, August 2015, Elsevier

    Biao Huang

  243. Probabilistic slow feature analysis-based representation learning from massive process data for soft sensor modeling

    Article • AIChE Journal, July 2015, Wiley

    Biao Huang

  244. Diagnosis of Oscillations Between Controller Tuning and Harmonic External Disturbances

    Article • IEEE Transactions on Control Systems Technology, July 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  245. A unified data-driven design framework of optimality-based generalized iterative learning control

    Article • Computers & Chemical Engineering, June 2015, Elsevier

    Biao Huang

  246. Nonlinear process identification in the presence of multiple correlated hidden scheduling variables with missing data

    Article • AIChE Journal, June 2015, Wiley

    Biao Huang

  247. Bayesian method for simultaneous gross error detection and data reconciliation

    Article • AIChE Journal, May 2015, Wiley

    Biao Huang

  248. Analysis of inter-/intra-E-plate repeatability in the real-time cell analyzer

    Article • Analytical Biochemistry, May 2015, Elsevier

    Biao Huang

  249. High-throughput screening assay for the environmental water samples using cellular response profiles

    Article • Ecotoxicology and Environmental Safety, April 2015, Elsevier

    Biao Huang

  250. A Bayesian sparse reconstruction method for fault detection and isolation

    Article • Journal of Chemometrics, March 2015, Wiley

    Biao Huang

  251. Minimum variance unbiased FIR filter for discrete time-variant systems

    Article • Automatica, March 2015, Elsevier

    Professor Yuriy S. Shmaliy, Biao Huang

  252. Minimal required excitation for closed-loop identification: Some implications for data-driven, system identification

    Article • Journal of Process Control, March 2015, Elsevier

    Biao Huang

  253. Process monitoring based on factor analysis: Probabilistic analysis of monitoring statistics in presence of both complete and incomplete measurements

    Article • Chemometrics and Intelligent Laboratory Systems, March 2015, Elsevier

    Biao Huang

  254. Expectation–Maximization Approach to Fault Diagnosis With Missing Data

    Article • IEEE Industrial Electronics Magazine, February 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  255. Detecting and isolating abrupt changes in linear switching systems

    Article • International Journal of Control, January 2015, Taylor & Francis

    Biao Huang

  256. Bias-eliminated subspace model identification under time-varying deterministic type load disturbance

    Article • Journal of Process Control, January 2015, Elsevier

    Biao Huang

  257. State Estimation in Batch Process Based on Two-Dimensional State-Space Model

    Article • Industrial & Engineering Chemistry Research, December 2014, American Chemical Society (ACS)

    Biao Huang

  258. Adaptive monitoring of the process operation based on symbolic episode representation and hidden Markov models with application toward an oil sand primary separation

    Article • Computers & Chemical Engineering, December 2014, Elsevier

    Biao Huang

  259. Multi-input–Multi-output (MIMO) Control System Performance Monitoring Based on Dissimilarity Analysis

    Article • Industrial & Engineering Chemistry Research, November 2014, American Chemical Society (ACS)

    Biao Huang

  260. A Bayesian framework for real-time identification of locally weighted partial least squares

    Article • AIChE Journal, November 2014, Wiley

    Biao Huang

  261. Operating condition diagnosis based on HMM with adaptive transition probabilities in presence of missing observations

    Article • AIChE Journal, November 2014, Wiley

    Biao Huang

  262. Development of soft sensor by incorporating the delayed infrequent and irregular measurements

    Article • Journal of Process Control, November 2014, Elsevier

    Biao Huang

  263. Frequency analysis and compensation of valve stiction in cascade control loops

    Article • Journal of Process Control, November 2014, Elsevier

    Biao Huang

  264. Model predictive control of axial dispersion chemical reactor

    Article • Journal of Process Control, November 2014, Elsevier

    Biao Huang

  265. Expectation Maximization method for multivariate change point detection in presence of unknown and changing covariance

    Article • Computers & Chemical Engineering, October 2014, Elsevier

    Biao Huang

  266. Parameter estimation for a dual-rate system with time delay

    Article • ISA Transactions, September 2014, Elsevier

    Biao Huang

  267. Robust multiple-model LPV approach to nonlinear process identification using mixture t distributions

    Article • Journal of Process Control, September 2014, Elsevier

    Biao Huang

  268. A unified recursive just-in-time approach with industrial near infrared spectroscopy application

    Article • Chemometrics and Intelligent Laboratory Systems, July 2014, Elsevier

    Biao Huang

  269. Multiple-Model Based Linear Parameter Varying Time-Delay System Identification with Missing Output Data Using an Expectation-Maximization Algorithm

    Article • Industrial & Engineering Chemistry Research, June 2014, American Chemical Society (ACS)

    Biao Huang

  270. Performance Assessment of Industrial Linear Controllers in Univariate Control Loops for Both Set Point Tracking and Load Disturbance Rejection

    Article • Industrial & Engineering Chemistry Research, June 2014, American Chemical Society (ACS)

    Biao Huang

  271. Nonlinear semisupervised principal component regression for soft sensor modeling and its mixture form

    Article • Journal of Chemometrics, June 2014, Wiley

    Biao Huang

  272. Recursive constrained state estimation using modified extended Kalman filter

    Article • Computers & Chemical Engineering, June 2014, Elsevier

    Biao Huang

  273. Automatic Detection and Frequency Estimation of Oscillatory Variables in the Presence of Multiple Oscillations

    Article • Industrial & Engineering Chemistry Research, May 2014, American Chemical Society (ACS)

    Biao Huang

  274. A probabilistic framework for real-time performance assessment of inferential sensors

    Article • Control Engineering Practice, May 2014, Elsevier

    Biao Huang

  275. Control-loop diagnosis using continuous evidence through kernel density estimation

    Article • Journal of Process Control, May 2014, Elsevier

    Biao Huang

  276. Mode of action classification of chemicals using multi-concentration time-dependent cellular response profiles

    Article • Computational Biology and Chemistry, April 2014, Elsevier

    Biao Huang

  277. Inequality constrained parameter estimation using filtering approaches

    Article • Chemical Engineering Science, March 2014, Elsevier

    Biao Huang

  278. Constrained particle filtering methods for state estimation of nonlinear process

    Article • AIChE Journal, February 2014, Wiley

    Biao Huang

  279. Performance assessment, diagnosis, and optimal selection of non-linear state filters

    Article • Journal of Process Control, February 2014, Elsevier

    Biao Huang

  280. Bayesian Control Loop Diagnosis by Combining Historical Data and Process Knowledge of Fault Signatures

    Article • IEEE Industrial Electronics Magazine, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  281. Bayesian and Expectation Maximization methods for multivariate change point detection

    Article • Computers & Chemical Engineering, January 2014, Elsevier

    Biao Huang

  282. In vitro cytotoxicity assessment based on KC50 with real-time cell analyzer (RTCA) assay

    Article • Computational Biology and Chemistry, December 2013, Elsevier

    Biao Huang

  283. Mixture semisupervised principal component regression model and soft sensor application

    Article • AIChE Journal, November 2013, Wiley

    Biao Huang

  284. Control loop diagnosis with ambiguous historical operating modes: Part 2, information synthesis based on proportional parametrization

    Article • Journal of Process Control, November 2013, Elsevier

    Biao Huang

  285. Design of inferential sensors in the process industry: A review of Bayesian methods

    Article • Journal of Process Control, November 2013, Elsevier

    Biao Huang

  286. Moving horizon estimation for switching nonlinear systems

    Article • Automatica, November 2013, Elsevier

    Biao Huang

  287. Information transfer methods in causality analysis of process variables with an industrial application

    Article • Journal of Process Control, October 2013, Elsevier

    Biao Huang

  288. Parameter estimation in batch process using EM algorithm with particle filter

    Article • Computers & Chemical Engineering, October 2013, Elsevier

    Biao Huang

  289. Statistical properties of signal entropy for use in detecting changes in time series data

    Article • Journal of Chemometrics, September 2013, Wiley

    Biao Huang

  290. Data quality assessment of routine operating data for process identification

    Article • Computers & Chemical Engineering, August 2013, Elsevier

    Biao Huang

  291. Model Predictive Control: Algorithmic Development and Applications

    Article • International Journal of Control, August 2013, Taylor & Francis

    Biao Huang

  292. Soft sensors for online steam quality measurements of OTSGs

    Article • Journal of Process Control, August 2013, Elsevier

    Biao Huang

  293. FIR model identification of multirate processes with random delays using EM algorithm

    Article • AIChE Journal, June 2013, Wiley

    Biao Huang

  294. A moving horizon approach to a noncontinuum state estimation

    Article • International Journal of Control, June 2013, Taylor & Francis

    Biao Huang

  295. Bayesian method for state estimation of batch process with missing data

    Article • Computers & Chemical Engineering, June 2013, Elsevier

    Biao Huang

  296. Recursive Wavelength-Selection Strategy to Update Near-Infrared Spectroscopy Model with an Industrial Application

    Article • Industrial & Engineering Chemistry Research, May 2013, American Chemical Society (ACS)

    Biao Huang

  297. Improved DCT-based method for online detection of oscillations in univariate time series

    Article • Control Engineering Practice, May 2013, Elsevier

    Biao Huang

  298. Soft sensor solutions for control of oil sands processes

    Article • The Canadian Journal of Chemical Engineering, April 2013, Wiley

    Biao Huang

  299. Control loop diagnosis with ambiguous historical operating modes: Part 1. A proportional parametrization approach

    Article • Journal of Process Control, April 2013, Elsevier

    Biao Huang

  300. On simultaneous on-line state and parameter estimation in non-linear state-space models

    Article • Journal of Process Control, April 2013, Elsevier

    Biao Huang

  301. Development and industrial application of soft sensors with on-line Bayesian model updating strategy

    Article • Journal of Process Control, March 2013, Elsevier

    Biao Huang

  302. Cytotoxicity assessment based on the AUC50 using multi-concentration time-dependent cellular response curves

    Article • Analytica Chimica Acta, February 2013, Elsevier

    Biao Huang

  303. A Bayesian approach to design of adaptive multi-model inferential sensors with application in oil sand industry

    Article • Journal of Process Control, December 2012, Elsevier

    Biao Huang

  304. 4th Symposium on Advanced Control of Industrial Processes (ADCONIP)

    Article • Control Engineering Practice, October 2012, Elsevier

    Biao Huang

  305. Compensation of control valve stiction through controller tuning

    Article • Journal of Process Control, October 2012, Elsevier

    Biao Huang

  306. 4th Symposium on advanced control of industrial processes (Adconip)

    Article • Asia-Pacific Journal of Chemical Engineering, September 2012, Wiley

    Biao Huang

  307. High-throughput quantitative analysis with cell growth kinetic curves for low copy number mutant cells

    Article • Fresenius Journal of Analytical Chemistry, September 2012, Springer Science + Business Media

    Biao Huang

  308. A Bayesian approach to robust process identification with ARX models

    Article • AIChE Journal, August 2012, Wiley

    Biao Huang

  309. Guest Editorial: 4TH symposium on advanced control of industrial processes (ADCONIP)

    Article • The Canadian Journal of Chemical Engineering, July 2012, Wiley

    Biao Huang

  310. Deterministic vs. stochastic performance assessment of iterative learning control for batch processes

    Article • AIChE Journal, June 2012, Wiley

    Biao Huang

  311. Microelectronic-sensing assay to detect presence of Verotoxins in human faecal samples

    Article • Journal of Applied Microbiology, June 2012, Oxford University Press (OUP)

    Biao Huang

  312. Dual particle filters for state and parameter estimation with application to a run-of-mine ore mill

    Article • Journal of Process Control, April 2012, Elsevier

    Biao Huang

  313. Recognition of chemical compounds in contaminated water using time-dependent multiple dose cellular responses

    Article • Analytica Chimica Acta, April 2012, Elsevier

    Biao Huang

  314. Tuning a Soft Sensor’s Bias Update Term. 1. The Open-Loop Case

    Article • Industrial & Engineering Chemistry Research, March 2012, American Chemical Society (ACS)

    Biao Huang

  315. Tuning a Soft Sensor’s Bias Update Term. 2. The Closed-Loop Case

    Article • Industrial & Engineering Chemistry Research, March 2012, American Chemical Society (ACS)

    Biao Huang

  316. Estimation of bitumen froth quality using Bayesian information synthesis: An application to froth transportation process

    Article • The Canadian Journal of Chemical Engineering, March 2012, Wiley

    Biao Huang

  317. Identification of nonlinear parameter varying systems with missing output data

    Article • AIChE Journal, March 2012, Wiley

    Biao Huang

  318. Model analysis and performance analysis of two industrial MPCs

    Article • Control Engineering Practice, March 2012, Elsevier

    Biao Huang

  319. On-line estimation of glucose and biomass concentration in batch fermentation process using particle filter with constraint

    Article • Asia-Pacific Journal of Chemical Engineering, March 2012, Wiley

    Biao Huang

  320. Designing priors for robust Bayesian optimal experimental design

    Article • Journal of Process Control, February 2012, Elsevier

    Biao Huang

  321. Identification of switched Markov autoregressive eXogenous systems with hidden switching state

    Article • Automatica, February 2012, Elsevier

    Biao Huang

  322. Multiple model based LPV soft sensor development with irregular/missing process output measurement

    Article • Control Engineering Practice, February 2012, Elsevier

    Biao Huang

  323. Dynamic bayesian approach to gross error detection and compensation with application toward an oil sands process

    Article • Chemical Engineering Science, January 2012, Elsevier

    Biao Huang

  324. Prediction error method for identification of LPV models

    Article • Journal of Process Control, January 2012, Elsevier

    Biao Huang

  325. Solid oxide fuel cell: Perspective of dynamic modeling and control

    Article • Journal of Process Control, December 2011, Elsevier

    Biao Huang

  326. Determining the state of a process control system: Current trends and future challenges

    Article • The Canadian Journal of Chemical Engineering, October 2011, Wiley

    Biao Huang

  327. Dynamic output feedback robust model predictive control

    Article • International Journal of Systems Science, October 2011, Taylor & Francis

    Biao Huang

  328. Estimation of distribution function for control valve stiction estimation

    Article • Journal of Process Control, September 2011, Elsevier

    Biao Huang

  329. Performance assessment of PID control loops subject to setpoint changes

    Article • Journal of Process Control, September 2011, Elsevier

    Biao Huang

  330. Closed-loop identification with routine operating data: Effect of time delay and sampling time

    Article • Journal of Process Control, August 2011, Elsevier

    Biao Huang

  331. Bayesian methods for control loop diagnosis in the presence of temporal dependent evidences

    Article • Automatica, July 2011, Elsevier

    Biao Huang

  332. Closed-loop identification condition for ARMAX models using routine operating data

    Article • Automatica, July 2011, Elsevier

    Biao Huang

  333. Control Performance Assessment Subject to Multi-Objective User-Specified Performance Characteristics

    Article • IEEE Transactions on Control Systems Technology, May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  334. Development of a simultaneous continuum and noncontinuum state estimator with application on a distillation process

    Article • AIChE Journal, April 2011, Wiley

    Biao Huang

  335. Estimation of Instrument Variance and Bias Using Bayesian Methods

    Article • Industrial & Engineering Chemistry Research, April 2011, American Chemical Society (ACS)

    Biao Huang

  336. Real-time cell-impedance sensing assay as an alternative to clonogenic assay in evaluating cancer radiotherapy

    Article • Fresenius Journal of Analytical Chemistry, April 2011, Springer Science + Business Media

    Biao Huang

  337. Data-based modeling and prediction of cytotoxicity induced by contaminants in water resources

    Article • Computational Biology and Chemistry, April 2011, Elsevier

    Biao Huang

  338. Determining the Harmonic Impacts of Multiple Harmonic-Producing Loads

    Article • IEEE Transactions on Power Delivery, April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  339. Reconciling continuum and non-continuum data with industrial application

    Article • Computers & Chemical Engineering, March 2011, Elsevier

    Biao Huang

  340. Monitoring of solid oxide fuel cell systems

    Article • Asia-Pacific Journal of Chemical Engineering, February 2011, Wiley

    Biao Huang

  341. A decoupled multiple model approach for soft sensors design

    Article • Control Engineering Practice, February 2011, Elsevier

    Biao Huang

  342. Multiple model LPV approach to nonlinear process identification with EM algorithm

    Article • Journal of Process Control, January 2011, Elsevier

    Biao Huang

  343. Constrained receding-horizon experiment design and parameter estimation in the presence of poor initial conditions

    Article • AIChE Journal, December 2010, Wiley

    Biao Huang

  344. Subspace Approach to Identification of Step-Response Model from Closed-Loop Data

    Article • Industrial & Engineering Chemistry Research, August 2010, American Chemical Society (ACS)

    Biao Huang

  345. Performance assessment of advanced supervisory–regulatory control systems with subspace LQG benchmark

    Article • Automatica, August 2010, Elsevier

    Biao Huang

  346. Dynamic Bayesian Approach for Control Loop Diagnosis with Underlying Mode Dependency

    Article • Industrial & Engineering Chemistry Research, July 2010, American Chemical Society (ACS)

    Biao Huang

  347. Bayesian method for multirate data synthesis and model calibration

    Article • AIChE Journal, July 2010, Wiley

    Biao Huang

  348. The DCT-based oscillation detection method for a single time series

    Article • Journal of Process Control, June 2010, Elsevier

    Biao Huang

  349. Early determination of toxicant concentration in water supply using MHE

    Article • Water Research, May 2010, Elsevier

    Biao Huang

  350. Online composition estimation and experiment validation of distillation processes with switching dynamics

    Article • Chemical Engineering Science, March 2010, Elsevier

    Biao Huang

  351. Constrained Bayesian state estimation – A comparative study and a new particle filter based approach

    Article • Journal of Process Control, February 2010, Elsevier

    Biao Huang

  352. Industrial implementation of controller performance analysis technology

    Article • Control Engineering Practice, February 2010, Elsevier

    Biao Huang

  353. Estimation and control of solid oxide fuel cell system

    Article • Computers & Chemical Engineering, January 2010, Elsevier

    Biao Huang

  354. Multi-step prediction error approach for controller performance monitoring

    Article • Control Engineering Practice, January 2010, Elsevier

    Biao Huang

  355. Stiction Estimation Using Constrained Optimisation and Contour Map

    Article • January 2010, Springer Science + Business Media

    Biao Huang

  356. Consistency of noise covariance estimation in joint input–output closed-loop subspace identification with application in LQG benchmarking

    Article • Journal of Process Control, December 2009, Elsevier

    Biao Huang

  357. Robust identification of switched regression models

    Article • IET Control Theory and Applications, December 2009, the Institution of Engineering and Technology (the IET)

    Biao Huang

  358. Robust identification of piecewise/switching autoregressive exogenous process

    Article • AIChE Journal, November 2009, Wiley

    Biao Huang

  359. Implementation of FIR control for H ∞ output feedback stabilisation of linear systems

    Article • International Journal of Control, October 2009, Taylor & Francis

    Biao Huang

  360. Subspace method aided data-driven design of fault detection and isolation systems

    Article • Journal of Process Control, October 2009, Elsevier

    Biao Huang

  361. H∞structured model reduction algorithms for linear discrete systems via LMI-based optimisation

    Article • International Journal of Systems Science, July 2009, Taylor & Francis

    Biao Huang

  362. Identification of Hammerstein systems without explicit parameterisation of non-linearity

    Article • International Journal of Control, April 2009, Taylor & Francis

    Biao Huang

  363. Closed-loop model validation based on the two-model divergence method

    Article • Journal of Process Control, April 2009, Elsevier

    Biao Huang

  364. Economic performance assessment of advanced process control with LQG benchmarking

    Article • Journal of Process Control, April 2009, Elsevier

    Biao Huang

  365. MPC Constraint Analysis—Bayesian Approach via a Continuous-Valued Profit Function

    Article • Industrial & Engineering Chemistry Research, March 2009, American Chemical Society (ACS)

    Biao Huang

  366. Identifiability and estimability study for a dynamic solid oxide fuel cell model

    Article • Computers & Chemical Engineering, February 2009, Elsevier

    Biao Huang

  367. Preferential crystallization: Multi-objective optimization framework

    Article • AIChE Journal, February 2009, Wiley

    Biao Huang

  368. Validation of continuous-time models with delay

    Article • Chemical Engineering Science, February 2009, Elsevier

    Biao Huang

  369. A Bayesian approach for control loop diagnosis with missing data

    Article • AIChE Journal, January 2009, Wiley

    Biao Huang

  370. Dealing with Irregular Data in Soft Sensors: Bayesian Method and Comparative Study

    Article • Industrial & Engineering Chemistry Research, October 2008, American Chemical Society (ACS)

    Biao Huang

  371. Bayesian methods for control loop monitoring and diagnosis

    Article • Journal of Process Control, October 2008, Elsevier

    Biao Huang

  372. Robust H2 optimal filtering for con...

    Article • Automatica, October 2008, Elsevier

    Biao Huang

  373. Sensitivity analysis for selective constraint and variability tuning in performance assessment of industrial MPC

    Article • Control Engineering Practice, October 2008, Elsevier

    Biao Huang

  374. Control relevant on-line model validation criterion based on robust stability conditions

    Article • The Canadian Journal of Chemical Engineering, September 2008, Wiley

    Biao Huang

  375. Performance assessment of MIMO control systems with time-variant disturbance dynamics

    Article • Computers & Chemical Engineering, September 2008, Elsevier

    Biao Huang

  376. Reformulation of LMI-based stabilisation conditions for non-linear systems in Takagi–Sugeno's form

    Article • International Journal of Systems Science, May 2008, Taylor & Francis

    Biao Huang

  377. Identification from step responses with transient initial conditions

    Article • Journal of Process Control, February 2008, Elsevier

    Biao Huang

  378. 1-D dynamic modeling of SOFC with analytical solution for reacting gas-flow problem

    Article • AIChE Journal, January 2008, Wiley

    Biao Huang

  379. Dynamics and variance control of hot mill loopers

    Article • Control Engineering Practice, January 2008, Elsevier

    Biao Huang

  380. Assessing Model Prediction Control (MPC) Performance. 1. Probabilistic Approach for Constraint Analysis

    Article • Industrial & Engineering Chemistry Research, November 2007, American Chemical Society (ACS)

    Biao Huang

  381. Assessing Model Prediction Control (MPC) Performance. 2. Bayesian Approach for Constraint Tuning

    Article • Industrial & Engineering Chemistry Research, November 2007, American Chemical Society (ACS)

    Biao Huang

  382. Output feedback model predictive control for nonlinear systems represented by Hammerstein–Wiener model

    Article • IET Control Theory and Applications, September 2007, the Institution of Engineering and Technology (the IET)

    Biao Huang

  383. New formulation of robust MPC by incorporating off-line approach with on-line optimization

    Article • International Journal of Systems Science, June 2007, Taylor & Francis

    Biao Huang

  384. Comments on "A Feedback Min-Max MPC Algorithm for LPV Systems Subject to Bounded Rates of Change of Parameters

    Article • IEEE Transactions on Automatic Control, May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  385. Novel identification method from step response

    Article • Control Engineering Practice, May 2007, Elsevier

    Biao Huang

  386. Constrained approximation of multiple input–output delay systems using genetic algorithm

    Article • ISA Transactions, April 2007, Elsevier

    Biao Huang

  387. Constrained robust model predictive control for time-delay systems with polytopic description

    Article • International Journal of Control, April 2007, Taylor & Francis

    Biao Huang

  388. A blind approach to closed-loop identification of Hammerstein systems

    Article • International Journal of Control, February 2007, Taylor & Francis

    Biao Huang

  389. Data-driven predictive control for solid oxide fuel cells

    Article • Journal of Process Control, February 2007, Elsevier

    Biao Huang

  390. Performance Assessment of Model Pedictive Control for Variability and Constraint Tuning

    Article • Industrial & Engineering Chemistry Research, January 2007, American Chemical Society (ACS)

    Biao Huang

  391. Control relevant modeling of planer solid oxide fuel cell system

    Article • Journal of Power Sources, January 2007, Elsevier

    Biao Huang

  392. FIR modelling for errors-in-variables/closed-loop systems by exploiting cyclo-stationarity

    Article • International Journal of Adaptive Control and Signal Processing, January 2007, Wiley

    Biao Huang

  393. Improved identification of continuous-time delay processes from piecewise step tests

    Article • Journal of Process Control, January 2007, Elsevier

    Biao Huang

  394. Multirate Minimum Variance Control Design and Control Performance Assessment: A Data-Driven Subspace Approach

    Article • IEEE Transactions on Control Systems Technology, January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  395. Monitoring control performance via structured closed-loop response subject to output variance/covariance upper bound

    Article • Journal of Process Control, October 2006, Elsevier

    Biao Huang

  396. Dynamic modeling of a finite volume of solid oxide fuel cell: The effect of transport dynamics

    Article • Chemical Engineering Science, September 2006, Elsevier

    Biao Huang

  397. Performance monitoring of SISO control loops subject to LTV disturbance dynamics: An improved LTI benchmark

    Article • Journal of Process Control, July 2006, Elsevier

    Biao Huang

  398. Alternative solutions to multi-variate control performance assessment problems

    Article • Journal of Process Control, June 2006, Elsevier

    Biao Huang

  399. Parameter and delay estimation of continuous-time models using a linear filter

    Article • Journal of Process Control, April 2006, Elsevier

    Biao Huang

  400. Cyclo-period estimation for discrete-time cyclo-stationary signals

    Article • IEEE Transactions on Signal Processing, January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  401. Model Reduction of Uncertain Systems with Multiplicative Noise Based on Balancing

    Article • SIAM Journal on Control and Optimization, January 2006, Society for Industrial & Applied Mathematics (SIAM)

    Biao Huang

  402. Stochastic stability and robust control for sampled-data systems with Markovian jump parameters

    Article • Journal of Mathematical Analysis and Applications, January 2006, Elsevier

    Biao Huang

  403. Dynamic modeling of solid oxide fuel cell: The effect of diffusion and inherent impedance

    Article • Journal of Power Sources, October 2005, Elsevier

    Biao Huang

  404. Closed-loop identification with a quantizer

    Article • Journal of Process Control, September 2005, Elsevier

    Biao Huang

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

    Article • IEEE Transactions on Automatic Control, August 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  406. Multirate robust digital control for fuzzy systems with periodic Lyapunov function

    Article • IEEE Transactions on Fuzzy Systems, August 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  407. Practical solutions to multivariate feedback control performance assessment problem: reduced a priori knowledge of interactor matrices

    Article • Journal of Process Control, August 2005, Elsevier

    Biao Huang

  408. On spectral theory of cyclostationary signals in multirate systems

    Article • IEEE Transactions on Signal Processing, July 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  409. Closed-loop subspace identification: an orthogonal projection approach

    Article • Journal of Process Control, February 2005, Elsevier

    Biao Huang

  410. Fixed-order controller design for linear time-invariant descriptor systems: A BMI approach

    Article • International Journal of Systems Science, January 2005, Taylor & Francis

    Biao Huang

  411. Minimum variance in fast, slow and dual-rate control loops

    Article • International Journal of Adaptive Control and Signal Processing, January 2005, Wiley

    Biao Huang

  412. Performance assessment and robustness analysis using an ARMarkov approach

    Article • Journal of Process Control, December 2004, Elsevier

    Biao Huang

  413. H2 approximation of multiple input/output delay systems

    Article • Journal of Process Control, September 2004, Elsevier

    Biao Huang

  414. Closed-loop identification via output fast sampling

    Article • Journal of Process Control, August 2004, Elsevier

    Biao Huang

  415. Robust Model Predictive Control of Singular Systems

    Article • IEEE Transactions on Automatic Control, June 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  416. Robust Digital Model Predictive Control for Linear Uncertain Systems With Saturations

    Article • IEEE Transactions on Automatic Control, May 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  417. Multirate sampled-data systems: computing fast-rate models

    Article • Journal of Process Control, February 2004, Elsevier

    Biao Huang

  418. Feedforward and Feedback Controller Performance Assessment of Linear Time-Variant Processes

    Article • Industrial & Engineering Chemistry Research, December 2003, American Chemical Society (ACS)

    Biao Huang

  419. Industrial Applications of a Feedback Controller Performance Assessment of Time-Variant Processes

    Article • Industrial & Engineering Chemistry Research, December 2003, American Chemical Society (ACS)

    Biao Huang

  420. Performance evaluation of two industrial MPC controllers

    Article • Control Engineering Practice, December 2003, Elsevier

    Biao Huang

  421. H∞ model reduction of Markovian jump linear systems

    Article • Systems & Control Letters, October 2003, Elsevier

    Biao Huang

  422. LMI synthesis of H/sup 2/ and mixed H/sub 2//H/sub ∞/ controllers for singular systems

    Article • IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing, September 2003, Institute of Electrical & Electronics Engineers (IEEE)

    Biao Huang

  423. Model predictive control relevant identification and validation

    Article • Chemical Engineering Science, June 2003, Elsevier

    Biao Huang

  424. Improved Threshold for the Local Approach in Detecting Faults

    Article • Industrial & Engineering Chemistry Research, April 2003, American Chemical Society (ACS)

    Biao Huang

  425. A pragmatic approach towards assessment of control loop performance

    Article • International Journal of Adaptive Control and Signal Processing, January 2003, Wiley

    Biao Huang

  426. Controller performance assessment in set point tracking and regulatory control

    Article • International Journal of Adaptive Control and Signal Processing, January 2003, Wiley

    Biao Huang

  427. On gramians and balanced truncation of discrete-time bilinear systems

    Article • International Journal of Control, January 2003, Taylor & Francis

    Biao Huang

  428. Estimation of the Dynamic Matrix and Noise Model for Model Predictive Control Using Closed-Loop Data

    Article • Industrial & Engineering Chemistry Research, January 2002, American Chemical Society (ACS)

    Biao Huang