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List of works by Biao Huang

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

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

scientific article published on 15 March 2019

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

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

A Bayesian approach for control loop diagnosis with missing data

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

article

A Bayesian approach to robust process identification with ARX models

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

article by Ming Ma et al published 7 November 2014 in AIChE Journal

A Bayesian sparse reconstruction method for fault detection and isolation

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

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

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

article

A blind approach to closed-loop identification of Hammerstein systems

A decoupled multiple model approach for soft sensors design

article

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

A moving horizon approach to a noncontinuum state estimation

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

article

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

A pragmatic approach towards assessment of control loop performance

article

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

scholarly article by Shima Khatibisepehr et al published May 2014 in Control Engineering Practice

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

article by Ronghu Chi et al published June 2015 in Computers & Chemical Engineering

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

scholarly article by Mulang Chen et al published July 2014 in Chemometrics and Intelligent Laboratory Systems

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

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

Adjacent-Agent Dynamic Linearization-Based Iterative Learning Formation Control

scientific article published on 07 March 2019

Alternative solutions to multi-variate control performance assessment problems

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

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

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

scientific article

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

article

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

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

article

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

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

Bayesian Learning for Dynamic Feature Extraction With Application in Soft Sensing

article

Bayesian and Expectation Maximization methods for multivariate change point detection

article published in 2014

Bayesian method for multirate data synthesis and model calibration

article

Bayesian method for simultaneous gross error detection and data reconciliation

Bayesian method for state estimation of batch process with missing data

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

Bayesian methods for control loop monitoring and diagnosis

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

scientific article published in 2024

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

article

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

article published in 2011

Closed-loop identification via output fast sampling

Closed-loop identification with a quantizer

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

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

article

Closed-loop subspace identification: an orthogonal projection approach

article published in 2005

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

article by Bao-cang Ding & Biao Huang published May 2007 in IEEE Transactions on Automatic Control

Compensation of control valve stiction through controller tuning

Computationally Efficient Data-Driven Higher Order Optimal Iterative Learning Control

scientific article published on 09 April 2018

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

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

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

article by Xinguang Shao et al published February 2010 in Journal of Process Control

Constrained H2 approximation of multiple input-output delay systems using genetic algorithm

scientific article published on 9 March 2007

Constrained particle filtering methods for state estimation of nonlinear process

article by Zhonggai Zhao et al published 26 February 2014 in AIChE Journal

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

article

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

article

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

article by Chunyu Liu et al published May 2011 in IEEE Transactions on Control Systems and Technology

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

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

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

Control relevant modeling of planer solid oxide fuel cell system

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

article

Control-loop diagnosis using continuous evidence through kernel density estimation

article

Controller performance assessment in set point tracking and regulatory control

article

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

article by Jiandong Wang et al published January 2006 in IEEE Transactions on Signal Processing

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

scientific article published on 9 January 2013

Data quality assessment of routine operating data for process identification

scholarly article by Yuri A.W. Shardt & Biao Huang published August 2013 in Computers & Chemical Engineering

Data-Driven Adaptive Consensus Learning From Network Topologies

scientific article published in 2022

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

scientific article published in 2022

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

scientific article

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

Data-driven predictive control for solid oxide fuel cells

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

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

scholarly article by Xiaofeng Yuan et al published July 2018 in IEEE Transactions on Industrial Informatics

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

article

Designing priors for robust Bayesian optimal experimental design

Detecting and isolating abrupt changes in linear switching systems

Detection and Diagnosis of Multiple Faults With Uncertain Modeling Parameters

article published in 2017

Determining the Harmonic Impacts of Multiple Harmonic-Producing Loads

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

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

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

article

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

article

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

article

Diagnosis of Oscillations Between Controller Tuning and Harmonic External Disturbances

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

scholarly article by Chen Xu et al published 23 March 2018 in International Journal of Adaptive Control and Signal Processing

Distributed adaptive high-gain extended Kalman filtering for nonlinear systems

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

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

scholarly article by Xiaofeng Yuan et al published April 2016 in Chemometrics and Intelligent Laboratory Systems

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

Dynamic Bayesian Approach for Control Loop Diagnosis with Underlying Mode Dependency

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

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

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

article

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

Dynamic output feedback robust model predictive control

Dynamics and variance control of hot mill loopers

Early determination of toxicant concentration in water supply using MHE.

scientific article published on 24 March 2010

Economic performance assessment of advanced process control with LQG benchmarking

Estimation and control of solid oxide fuel cell system

Estimation of Instrument Variance and Bias Using Bayesian Methods

article

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

Estimation of distribution function for control valve stiction estimation

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

article

Event-Triggered Distributed Moving Horizon State Estimation of Linear Systems

scientific article published in 2022

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

scientific article published in 2022

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

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

article

Expectation–Maximization Approach to Fault Diagnosis With Missing Data

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

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

article

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

scholarly article by Jiandong Wang et al published 2007 in International Journal of Adaptive Control and Signal Processing

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

article

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

Frequency analysis and compensation of valve stiction in cascade control loops

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

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

scholarly article by Xianqiang Yang et al published November 2015 in Chemometrics and Intelligent Laboratory Systems

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

H2 approximation of multiple input/output delay systems

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

article

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

scientific article published in September 2012

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

scientific article

H∞ model reduction of Markovian jump linear systems

article

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

article

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

article

Identification from step responses with transient initial conditions

article

Identification of Hammerstein systems without explicit parameterisation of non-linearity

article published in 2009

Identification of nonlinear parameter varying systems with missing output data

article published in 2012

Identification of switched Markov autoregressive eXogenous systems with hidden switching state

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

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

scholarly article by Jiandong Wang et al published May 2013 in Control Engineering Practice

Improved Threshold for the Local Approach in Detecting Faults

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

article by Min Liu et al published January 2007 in Journal of Process Control

In vitro cytotoxicity assessment based on KC(50) with real-time cell analyzer (RTCA) assay

scientific article published on 4 September 2013

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

article by Chunhui Zhao & Biao Huang published 20 March 2018 in Industrial & Engineering Chemistry Research

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

article published in 2004

Industrial implementation of controller performance analysis technology

article published in 2010

Inequality constrained parameter estimation using filtering approaches

scholarly article by Xiongtan Yang et al published March 2014 in Chemical Engineering Science

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

article

Interaction Analysis of Multivariate Control Systems Under Bayesian Framework

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

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

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

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

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

Localization of Indoor Mobile Robot Using Minimum Variance Unbiased FIR Filter

MPC Constraint AnalysisBayesian Approach via a Continuous-Valued Profit Function

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

scientific article published on 13 June 2012

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

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

scholarly article by Xiaorui Wang et al published 2005 in International Journal of Adaptive Control and Signal Processing

Minimum variance unbiased FIR filter for discrete time-variant systems

Mixture semisupervised principal component regression model and soft sensor application

article

Mixture semisupervised probabilistic principal component regression model with missing inputs

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

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

scientific article

Model Predictive Control: Algorithmic Development and Applications

article

Model Reduction of Uncertain Systems with Multiplicative Noise Based on Balancing

Model analysis and performance analysis of two industrial MPCs

Model predictive control of axial dispersion chemical reactor

Model predictive control relevant identification and validation

Molecular-Based Bayesian Regression Model of Petroleum Fractions

article published in 2017

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

article

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

scholarly article by Feihong Guo et al published February 2016 in Chemometrics and Intelligent Laboratory Systems

Monitoring of solid oxide fuel cell systems

Moving horizon estimation for switching nonlinear systems

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

Multi-step prediction error approach for controller performance monitoring

article by Yu Zhao et al published January 2010 in Control Engineering Practice

Multiple model LPV approach to nonlinear process identification with EM algorithm

article

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

article

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

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

Multirate robust digital control for fuzzy systems with periodic Lyapunov function

Multirate sampled-data systems: computing fast-rate models

article published in 2004

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

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

article published in 2007

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

scientific article published on 17 December 2015

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

Nonlinear robust optimization for process design

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

Novel identification method from step response

article by Salim Ahmed et al published May 2007 in Control Engineering Practice

On gramians and balanced truncation of discrete-time bilinear systems

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

On spectral theory of cyclostationary signals in multirate systems

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

article published in 2012

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

article

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

article published in 2014

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

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

article

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

Parameter estimation for a dual-rate system with time delay

scientific article published on 6 February 2014

Parameter estimation in batch process using EM algorithm with particle filter

article

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

Performance Assessment of Model Pedictive Control for Variability and Constraint Tuning

article

Performance assessment and robustness analysis using an ARMarkov approach

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

article

Performance assessment of PID control loops subject to setpoint changes

article

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

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

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

article

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

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

Predicting GHS toxicity using RTCA and discrete-time Fourier transform

scientific article published on 27 October 2015

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

Prediction error method for identification of LPV models

Preferential crystallization: Multi-objective optimization framework

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

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

scholarly article by Zhonggai Zhao et al published March 2015 in Chemometrics and Intelligent Laboratory Systems

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

scientific article published on 28 April 2015

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

scientific article published on 9 April 2011

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

scientific article published on 8 March 2012

Reconciling continuum and non-continuum data with industrial application

article

Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes

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

Recursive constrained state estimation using modified extended Kalman filter

article by J. Prakash et al published June 2014 in Computers & Chemical Engineering

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

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

article published in 2016

Robust Digital Model Predictive Control for Linear Uncertain Systems With Saturations

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

scientific article published on 10 January 2017

Robust Gaussian process modeling using EM algorithm

Robust H2 optimal filtering for continuous-time stochastic systems with polytopic parameter uncertainty

article

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

Robust Model Predictive Control of Singular Systems

article published in 2004

Robust identification of piecewise/switching autoregressive exogenous process

article

Robust identification of switched regression models

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

article

Robust optimization under correlated uncertainty: Formulations and computational study

article published in 2016

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

article by A. Sadeghian & Biao Huang published July 2016 in Computers & Chemical Engineering

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

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

article

Slow feature analysis for monitoring and diagnosis of control performance

Soft sensor solutions for control of oil sands processes

Soft sensors for online steam quality measurements of OTSGs

Solid oxide fuel cell: Perspective of dynamic modeling and control

article

Sparse Inverse Covariance Estimation for Causal Inference in Process Data Analytics

scientific article published in 2022

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

article

State estimation incorporating infrequent, delayed and integral measurements

article published in 2015

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

Stiction Estimation Using Constrained Optimisation and Contour Map

scholarly article published 2010

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

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

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

article

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

Triggered Communication in Distributed Adaptive High-Gain EKF

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

article

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

article

Validation of continuous-time models with delay

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

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

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