A deep learning just-in-time modeling approach for soft sensor based on variational autoencoder University of Alberta | Publication | 2020-02-01 | |
Global convergence of the EM algorithm for ARX models with uncertain communication channels University of Alberta | Publication | 2020-02-01 | Jing Chen, Biao Huang, Quanmin Zhu, Yanjun Liu, Lun Li |
Probabilistic just-in-time approach for nonlinear modeling with Bayesian nonlinear feature extraction University of Alberta | Publication | 2020-01-01 | Feifeng Shen, Nabil Magbool Jan, Biao Huang, Huizhong Yang |
Distributed iterative learning temperature control for multi-zone HVAC system University of Alberta | Publication | 2020-01-01 | |
3-D Learning-Enhanced Adaptive ILC for Iteration-Varying Formation Tasks University of Alberta | Publication | 2020-01-01 | |
A slow independent component analysis algorithm for time series feature extraction with the concurrent consideration of high-order statistic and slowness University of Alberta | Publication | 2019-12-01 | |
Steam allocation and production optimization in SAGD reservoir under steam-to-oil ratio uncertainty University of Alberta | Publication | 2019-12-01 | |
Neighborhood Variational Bayesian Multivariate Analysis for Distributed Process Monitoring With Missing Data University of Alberta | Publication | 2019-11-01 | |
Feature Extraction of Constrained Dynamic Latent Variables University of Alberta | Publication | 2019-10-01 | |
Dynamic prediction of interface level using spatial temporal markov random field University of Alberta | Publication | 2019-09-01 | Zheyuan Liu, Hariprasad Kodamana, Artin Afacan, Biao Huang |
Gaussian process modelling with Gaussian mixture likelihood University of Alberta | Publication | 2019-09-01 | |
Iterative dynamic linearization and identification of a nonlinear learning controller: A data-driven approach University of Alberta | Publication | 2019-09-01 | |
Estimation and identification in batch processes with particle filters University of Alberta | Publication | 2019-09-01 | Zhonggai Zhao, Aditya Tulsyan, Biao Huang, Fei Liu |
Output relevant slow feature extraction using partial least squares University of Alberta | Publication | 2019-08-01 | |
Identification of robust Gaussian Process Regression with noisy input using EM algorithm University of Alberta | Publication | 2019-08-01 | |
Review and Perspectives of Data-Driven Distributed Monitoring for Industrial Plant-Wide Processes University of Alberta | Publication | 2019-07-01 | |
Parameter estimation of Markov-switching Hammerstein systems using the variational Bayesian approach University of Alberta | Publication | 2019-07-01 | |
Robust filter design for asymmetric measurement noise using variational Bayesian inference University of Alberta | Publication | 2019-07-01 | Chen Xu, Shunyi Zhao, Yanjun Ma, Biao Huang, Fei Liu |
Hierarchically Distributed Monitoring for the Early Prediction of Gas Flare Events University of Alberta | Publication | 2019-02-01 | Mengqi Fang, Fadi Ibrahim, Hariprasad Kodamana, Biao Huang, Noel Bell, Mark Nixon |
Control engineering practice in 25 years: A bibliometric overview University of Alberta | Publication | 2019-07-01 | |
Variational Bayesian Approach for Causality and Contemporaneous Correlation Features Inference in Industrial Process Data University of Alberta | Publication | 2019-07-01 | |
Constrained multimodal ensemble Kalman filter based on Kullback\textendash Leibler (KL) divergence University of Alberta | Publication | 2019-07-01 | |
A new soft-sensor algorithm with concurrent consideration of slowness and quality interpretation for dynamic chemical process University of Alberta | Publication | 2019-05-01 | |
Multivariate Gaussian process regression for nonlinear modelling with colored noise University of Alberta | Publication | 2018-11-01 | Xiaodan Hong, Biao Huang, Yongsheng Ding, Fan Guo, Lei Chen, Lihong Ren |
Distributed multiple step ahead prediction considering communication delays University of Alberta | Publication | 2019-04-01 | |
Data rectification for multiple operating modes: A MAP framework University of Alberta | Publication | 2019-04-01 | Hashem Alighardashi, Nabil Magbool Jan, Biao Huang |
Computer vision system for froth-middlings interface level detection in the primary separation vessels University of Alberta | Publication | 2019-04-01 | Agustin Vicente, Rahul Raveendran, Biao Huang, Shabnam Sedghi, Anuj Narang, Hailei Jiang, Warren Mitchell |
Multiple-Model State Estimation Based on Variational Bayesian Inference University of Alberta | Publication | 2019-04-01 | |
Semi-supervised dynamic latent variable modeling: I/O probabilistic slow feature analysis approach University of Alberta | Publication | 2018-12-01 | |
Probabilistic Monitoring of Sensors in State-Space With Variational Bayesian Inference University of Alberta | Publication | 2019-03-01 | |
Mixtures of Probabilistic PCA With Common Structure Latent Bases for Process Monitoring University of Alberta | Publication | 2019-03-01 | |
Switching Conditional Random Field Approach to Process Operating Mode Diagnosis for Multi-Modal Processes University of Alberta | Publication | 2018-12-01 | |
Linear Time-Varying Data Model-Based Iterative Learning Recursive Least Squares Identifications for Repetitive Systems University of Alberta | Publication | 2019-01-01 | |
MV Benchmark for Networked Control Systems with Random Communication Delays University of Alberta | Publication | 2019-01-01 | |
Generalization and comparative studies of similarity measures for Just-in-Time modeling University of Alberta | Publication | 2019-01-01 | |
A review of the Expectation Maximization algorithm in data-driven process identification University of Alberta | Publication | 2019-01-01 | |
Robust FIR State Estimation of Dynamic Processes Corrupted by Outliers University of Alberta | Publication | 2019-01-01 | |
Chance-Constrained Model Predictive Control for SAGD Process Using Robust Optimization Approximation University of Alberta | Publication | 2018-11-01 | Wenhan Shen, Zukui Li, Biao Huang, Nabil Magbool Jan |
Multi-lagged-input iterative dynamic linearization based data-driven adaptive iterative learning control University of Alberta | Publication | 2019-01-01 | |
An Improved Data-Driven Point-to-Point ILC Using Additional On-Line Control Inputs With Experimental Verification University of Alberta | Publication | 2019-04-01 | Ronghu Chi, Zhongsheng Hou, Shangtai Jin, Biao Huang |
Computationally Efficient Data-Driven Higher Order Optimal Iterative Learning Control University of Alberta | Publication | 2018-12-01 | Ronghu Chi, Zhongsheng Hou, Shangtai Jin, Biao Huang |
Constrained Extended Kalman Filter based on Kullback-Leibler (KL ) Divergence\ast University of Alberta | Publication | 2018-06-01 | |
Distributed Dynamic Modeling and Monitoring for Large-Scale Industrial Processes under Closed-Loop Control University of Alberta | Publication | 2018-10-01 | |
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes University of Alberta | Publication | 2018-11-01 | |
An Augmented Model Approach for Identification of Nonlinear Errors-in-Variables Systems Using the EM Algorithm University of Alberta | Publication | 2018-11-01 | Fan Guo, Ouyang Wu, Hariprasad Kodamana, Yongsheng Ding, Biao Huang |
Process monitoring using a generalized probabilistic linear latent variable model University of Alberta | Publication | 2018-10-01 | |
Survey on the theoretical research and engineering applications of multivariate statistics process monitoring algorithms: 2008-2017 University of Alberta | Publication | 2018-07-01 | |
Probabilistic PCR based near-infrared modeling with temperature compensation University of Alberta | Publication | 2018-10-01 | |
Limits of control performance for distributed networked control systems in presence of communication delays University of Alberta | Publication | 2018-07-01 | |
Control Performance Assessment for ILC -Controlled Batch Processes in a 2-D System Framework University of Alberta | Publication | 2018-09-01 | Youqing Wang, Hao Zhang, Shaolong Wei, Donghua Zhou, Biao Huang |
A Variational Bayesian Approach to Modelling with Random Time-varying Time Delays University of Alberta | Publication | 2018-06-01 | |
Variational Bayesian approach for ARX systems with missing observations and varying time-delays University of Alberta | Publication | 2018-08-01 | |
Higher order moment stability region for Markov jump systems based on cumulant generating function University of Alberta | Publication | 2018-07-01 | |
Robust probabilistic principal component analysis based process modeling: Dealing with simultaneous contamination of both input and output data University of Alberta | Publication | 2018-07-01 | |
Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE University of Alberta | Publication | 2018-07-01 | Xiaofeng Yuan, Biao Huang, Yalin Wang, Chunhua Yang, Weihua Gui |
Extracting dynamic features with switching models for process data analytics and application in soft sensing University of Alberta | Publication | 2018-01-01 | |
Distributed Student\textquotesingle s t filtering algorithm for heavy-tailed noises University of Alberta | Publication | 2018-03-01 | |
Approaches to robust process identification: A review and tutorial of probabilistic methods University of Alberta | Publication | 2018-06-01 | Hariprasad Kodamana, Biao Huang, Rishik Ranjan, Yujia Zhao, Ruomu Tan, Nima Sammaknejad |
A full-condition monitoring method for nonstationary dynamic chemical processes with cointegration and slow feature analysis University of Alberta | Publication | 2017-12-01 | |
An E-HOIM Based Data-Driven Adaptive TILC of Nonlinear Discrete-Time Systems for Non-Repetitive Terminal Point Tracking University of Alberta | Publication | 2017-08-01 | Na Lin, Ronghu Chi, Biao Huang, Chiang-Ju Chien, Yuanjing Feng |
MV bound and MV controller for convex-non-linear systems with input constraints University of Alberta | Publication | 2018-04-01 | |
Incipient Fault Detection for Complex Industrial Processes with Stationary and Nonstationary Hybrid Characteristics University of Alberta | Publication | 2018-03-01 | |
Localization of Indoor Mobile Robot Using Minimum Variance Unbiased FIR Filter University of Alberta | Publication | 2018-04-01 | |
Expectation maximization estimation for a class of input nonlinear state space systems by using the Kalman smoother University of Alberta | Publication | 2018-04-01 | |
An integrated first principle modeling to steam assisted gravity drainage (SAGD ) University of Alberta | Publication | 2018-04-01 | Mohammad Rashedi, Ouguan Xu, Seraphina Kwak, Shabnam Sedghi, Jinfeng Liu, Biao Huang |
A novel approach to process operating mode diagnosis using conditional random fields in the presence of missing data University of Alberta | Publication | 2018-03-01 | Mengqi Fang, Hariprasad Kodamana, Biao Huang, Nima Sammaknejad |
Identification of robust probabilistic slow feature regression model for process data contaminated with outliers University of Alberta | Publication | 2018-02-01 | |
Simultaneous estimation of sub-model number and parameters for mixture probability principal component regression University of Alberta | Publication | 2017-12-01 | |
Identification of nonlinear errors-in-variables systems in state-space form: A linear parameter varying approach University of Alberta | Publication | 2017-12-01 | Ouyang Wu, Hariprasad Kodamana, Juan Li, Biao Huang, J. Fraser Forbes |
Nonlinear robust optimization for process design University of Alberta | Publication | 2017-09-01 | |
Robust Estimation of ARX Models With Time Varying Time Delays Using Variational Bayesian Approach University of Alberta | Publication | 2018-02-01 | |
A switching strategy for adaptive state estimation University of Alberta | Publication | 2018-02-01 | Aditya Tulsyan, Swanand Khare, Biao Huang, Bhushan Gopaluni, Fraser Forbes |
A weighted heteroscedastic Gaussian Process Modelling via particle swarm optimization University of Alberta | Publication | 2018-01-01 | Xiaodan Hong, Yongsheng Ding, Lihong Ren, Lei Chen, Biao Huang |
Data-driven high-order terminal iterative learning control with a faster convergence speed University of Alberta | Publication | 2017-06-01 | Ronghu Chi, Biao Huang, Zhongsheng Hou, Shangtai Jin |
Detecting the Direction of Information Flow in Instantaneous Relations Between Variables University of Alberta | Publication | 2019-01-01 | |
Control Performance Monitoring with Temporal Features and Dissimilarity Analysis for Nonstationary Dynamic Processes University of Alberta | Publication | 2018-01-01 | |
Forward-Backward Smoothers With Finite Impulse Response Structure University of Alberta | Publication | 2019-01-01 | |
Oil sands extraction plant debottlenecking: an optimization approach University of Alberta | Publication | 2018-10-01 | |
Stacking Approach for Soft Sensor Design in Steam Assisted Gravity Drainage Applications University of Alberta | Publication | 2018-01-01 | |
A Novel Approach to Feedback Control with Deep Reinforcement Learning University of Alberta | Publication | 2018-01-01 | |
Data analytics for oil sands subcool prediction \textemdash a comparative study of machine learning algorithms University of Alberta | Publication | 2018-01-01 | |
Triggered Communication in Distributed Adaptive High-Gain EKF University of Alberta | Publication | 2018-01-01 | |
Computationally-Light Non-Lifted Data-Driven Norm-Optimal Iterative Learning Control University of Alberta | Publication | 2017-06-01 | Ronghu Chi, Zhongsheng Hou, Shangtai Jin, Biao Huang |
PET Viscosity Prediction Using JIT-based Extreme Learning Machine University of Alberta | Publication | 2018-01-01 | Zhenxing Li, Kuangrong Hao, Lei Chen, Yongsheng Ding, Biao Huang |
Constraint data-driven optimal terminal ILC of end product quality for a class of I/O constrained batch processes University of Alberta | Publication | 2017-08-01 | Ronghu Chi, Hao Liang, Na Lin, Ruikun Zhang, Biao Huang |
Reservoir history matching using constrained ensemble Kalman filtering University of Alberta | Publication | 2017-08-01 | |
Molecular-Based Bayesian Regression Model of Petroleum Fractions University of Alberta | Publication | 2017-12-01 | |
Expectation Maximization Approach for Simultaneous Gross Error Detection and Data Reconciliation Using Gaussian Mixture Distribution University of Alberta | Publication | 2017-12-01 | Hashem Alighardashi, Nabil Magbool Jan, Biao Huang |
Distributed adaptive high-gain extended Kalman filtering for nonlinear systems University of Alberta | Publication | 2017-05-01 | |
Robust Identification of Nonlinear Errors-in-Variables Systems With Parameter Uncertainties Using Variational Bayesian Approach University of Alberta | Publication | 2017-12-01 | Fan Guo, Hariprasad Kodamana, Yujia Zhao, Biao Huang, Yongsheng Ding |
Bayesian state estimation on finite horizons: The case of linear state\textendash space model University of Alberta | Publication | 2017-11-01 | |
A Data-Based Augmented Model Identification Method for Linear Errors-in-Variables Systems Based on EM Algorithm University of Alberta | Publication | 2017-11-01 | |
Iteration Tuning of Disturbance Observer-Based Control System Satisfying Robustness Index for FOPTD Processes University of Alberta | Publication | 2017-11-01 | |
Iterative Identification of Hammerstein Parameter Varying Systems With Parameter Uncertainties Based on the Variational Bayesian Approach University of Alberta | Publication | 2019-01-01 | |
Iterative Residual Generator for Fault Detection With Linear Time-Invariant State\textendash Space Models University of Alberta | Publication | 2017-10-01 | |
Control Design for Disturbance Rejection in the Presence of Uncertain Delays University of Alberta | Publication | 2017-10-01 | |
Multi-model multivariate Gaussian process modelling with correlated noises University of Alberta | Publication | 2017-10-01 | Xiaodan Hong, Biao Huang, Yongsheng Ding, Fan Guo, Lei Chen, Lihong Ren |
Data Mining and Analytics in the Process Industry: The Role of Machine Learning University of Alberta | Publication | 2017-01-01 | Zhiqiang Ge, Zhihuan Song, Steven X. Ding, Biao Huang |
Bayesian Learning for Dynamic Feature Extraction With Application in Soft Sensing University of Alberta | Publication | 2017-09-01 | |
Interaction Analysis of Multivariate Control Systems Under Bayesian Framework University of Alberta | Publication | 2017-09-01 | |
Detection and Diagnosis of Multiple Faults With Uncertain Modeling Parameters University of Alberta | Publication | 2017-09-01 | |
On initialization of the Kalman filter University of Alberta | Publication | 2017-05-01 | |
A weighted Gaussian process regression for multivariate modelling University of Alberta | Publication | 2017-05-01 | Xiaodan Hong, Lihong Ren, Lei Chen, Fan Guo, Yongsheng Ding, Biao Huang |
Robust Identification of Switching Markov ARX Models Using EM Algorithm \ast \astThis work is supported in part by NSERC and AITF. University of Alberta | Publication | 2017-07-01 | |
Robust soft sensor development using multi-rate measurements \ast \astThis work was supported by Natural Sciences and Engineering Research Council (NSERC) of Canada. University of Alberta | Publication | 2017-07-01 | Ouyang Wu, Hariprasad Kodamana, Nabil Magbool Jan, Ruomu Tan, Biao Huang |
A Data-Driven Hybrid ARX and Markov Chain Modeling Approach to Process Identification With Time-Varying Time Delays University of Alberta | Publication | 2017-05-01 | |
A Probabilistic Just-in-Time Learning Framework for Soft Sensor Development With Missing Data University of Alberta | Publication | 2017-05-01 | Xiaofeng Yuan, Zhiqiang Ge, Biao Huang, Zhihuan Song |
Stochastic high-order internal model-based adaptive TILC with random uncertainties in initial states and desired reference points University of Alberta | Publication | 2016-08-01 | Ronghu Chi, Na Lin, Ruikun Zhang, Biao Huang, Yuanjing Feng |
Real-Time Assessment and Diagnosis of Process Operating Performance University of Alberta | Publication | 2017-04-01 | |
Robust optimization approximation for joint chance constrained optimization problem University of Alberta | Publication | 2016-05-01 | |
Semisupervised JITL Framework for Nonlinear Industrial Soft Sensing Based on Locally Semisupervised Weighted PCR University of Alberta | Publication | 2017-04-01 | Xiaofeng Yuan, Zhiqiang Ge, Biao Huang, Zhihuan Song, Yalin Wang |
Wavelet Transform Based Methodology for Detection and Characterization of Multiple Oscillations in Nonstationary Variables University of Alberta | Publication | 2017-02-01 | |
Linear Optimal Unbiased Filter for Time-Variant Systems Without Apriori Information on Initial Conditions University of Alberta | Publication | 2017-02-01 | |
ReliableH $\infty$control for nonlinear discrete-time systems with multiple intermittent faults in sensors or actuators University of Alberta | Publication | 2016-05-01 | Liang Cao, Yuan Tao, Youqing Wang, Juan Li, Biao Huang |
Two layered mixture Bayesian probabilistic PCA for dynamic process monitoring University of Alberta | Publication | 2017-09-01 | |
Kalman filtering approach to multi-rate information fusion in the presence of irregular sampling rate and variable measurement delay University of Alberta | Publication | 2017-05-01 | |
Parameter-based conditions for closed-loop system identifiability of ARX models with routine operating data University of Alberta | Publication | 2017-01-01 | |
Mixture semisupervised probabilistic principal component regression model with missing inputs University of Alberta | Publication | 2017-08-01 | |
Robust identification for nonlinear errors-in-variables systems using the EM algorithm University of Alberta | Publication | 2017-06-01 | |
Adaptive soft sensor based on time difference Gaussian process regression with local time-delay reconstruction University of Alberta | Publication | 2017-01-01 | |
Constrained data-driven optimal iterative learning control University of Alberta | Publication | 2017-07-01 | Ronghu Chi, Xiaohe Liu, Ruikun Zhang, Zhongsheng Hou, Biao Huang |
Identification of linear dynamic errors-in-variables systems with a dynamic uncertain input using the EM algorithm University of Alberta | Publication | 2016-12-01 | Ouyang Wu, K. Hariprasad, Biao Huang, J. Fraser Forbes |
A Variational Bayesian Approach to Robust Identification of Switched ARX Models University of Alberta | Publication | 2016-12-01 | |
Estimation of Flat-topped Gaussian distribution with application in system identification University of Alberta | Publication | 2016-11-01 | |
Communication delays and data losses in distributed adaptive high-gain EKF University of Alberta | Publication | 2016-06-01 | |
MV benchmark estimation based on high-frequency test signal University of Alberta | Publication | 2016-11-01 | |
Distributed monitoring for large-scale processes based on multivariate statistical analysis and Bayesian method University of Alberta | Publication | 2016-10-01 | |
Bayesian Fault Diagnosis With Asynchronous Measurements and Its Application in Networked Distributed Monitoring University of Alberta | Publication | 2016-10-01 | Qingchao Jiang, Biao Huang, Steven X. Ding, Xuefeng Yan |
User characteristics based information diffusion model for analysis of hot social events University of Alberta | Publication | 2016-06-01 | Yanjun Liu, Yongsheng Ding, Kuangrong Hao, Biao Huang |
A weighted heteroscedastic Gaussian process modeling via particle swarm optimization University of Alberta | Publication | 2016-06-01 | Xiaodan Hong, Yongsheng Ding, Lihong Ren, Lei Chen, Biao Huang |
An Iterative Algebraic Geometric Approach for Identification of Switched ARX Models with Noise University of Alberta | Publication | 2016-01-01 | Sohail Nazari, Bahador Rashidi, Qing Zhao, Biao Huang |
An Immune System-Inspired Reconfigurable Controller University of Alberta | Publication | 2016-09-01 | Yongsheng Ding, Nan Xu, Shengfang Dai, Lihong Ren, Kuangrong Hao, Biao Huang |
Data-driven optimal terminal iterative learning control with initial value dynamic compensation University of Alberta | Publication | 2016-08-01 | Ronghu Chi, Ruikun Zhang, Yuanjing Feng, Biao Huang, Danwei Wang |
Process Control System Fault Diagnosis: A Bayesian Approach University of Alberta | Publication | 2016-09-01 | |
Robust probabilistic principal component analysis for process modeling subject to scaled mixture Gaussian noise University of Alberta | Publication | 2016-07-01 | |
Novel model of non-uniformly sampled-data systems based on a time-varying backward shift operator University of Alberta | Publication | 2016-07-01 | |
Gaussian Mixture Model-Based Ensemble Kalman Filtering for State and Parameter Estimation for a PMMA Process University of Alberta | Publication | 2016-03-01 | |
Robust online algorithm for adaptive linear regression parameter estimation and prediction University of Alberta | Publication | 2016-03-01 | |
Robust Gaussian process modeling using EM algorithm University of Alberta | Publication | 2016-06-01 | |
A direct maximum likelihood optimization approach to identification of LPV time-delay systems University of Alberta | Publication | 2016-05-01 | |
Double locally weighted principal component regression for soft sensor with sample selection under supervised latent structure University of Alberta | Publication | 2016-04-01 | Xiaofeng Yuan, Biao Huang, Zhiqiang Ge, Zhihuan Song |
Estimating harmonic impact of individual loads using multiple linear regression analysis University of Alberta | Publication | 2015-06-01 | |
New results on the robust stability of PID controllers with gain and phase margins for UFOPTD processes University of Alberta | Publication | 2016-03-01 | |
Slow feature analysis for monitoring and diagnosis of control performance University of Alberta | Publication | 2016-03-01 | |
Monitoring of operating point and process dynamics via probabilistic slow feature analysis University of Alberta | Publication | 2016-02-01 | Feihong Guo, Chao Shang, Biao Huang, Kangcheng Wang, Fan Yang, Dexian Huang |
Robust optimization under correlated uncertainty: Formulations and computational study University of Alberta | Publication | 2016-02-01 | |
Robust Diagnosis of Operating Mode Based on Time-Varying Hidden Markov Models University of Alberta | Publication | 2016-02-01 | |
Predicting GHS toxicity using RTCA and discrete-time Fourier transform University of Alberta | Publication | 2016-02-01 | Jiao Chen, Tianhong Pan, Tianqing Pu, Biao Huang, Dorothy Yu Huang, Weiping Zhang, Stephan Gabos, Can Jin |
GMM and optimal principal components-based Bayesian method for multimode fault diagnosis University of Alberta | Publication | 2016-01-01 | |
Mixture Probabilistic PCA for Process Monitoring - Collapsed Variational Bayesian Approach University of Alberta | Publication | 2016-01-01 | |
A Revised Technique of Stiction Compensation for Control Valves University of Alberta | Publication | 2016-01-01 | Riccardo Bacci di Capaci, Claudio Scali, Biao Huang |
Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference University of Alberta | Publication | 2016-01-01 | |
Dynamic higher-order cumulants analysis for state monitoring based on a novel lag selection University of Alberta | Publication | 2016-02-01 | |
JITL based MWGPR soft sensor for multi-mode process with dual-updating strategy University of Alberta | Publication | 2016-07-01 | |
Dynamic Modeling of Gross Errors via Probabilistic Slow Feature Analysis Applied to a Mining Slurry Preparation Process\ast \astThis work was supported by National Natural Science Foundation of China (21276137), National Science Engineering Research Counci University of Alberta | Publication | 2016-01-01 | Chao Shang, Biao Huang, Yaojie Lu, Fan Yang, Dexian Huang |
Predicting wellbore dynamics in a steam-assisted gravity drainage system: Numeric and semi-analytic model, and validation University of Alberta | Publication | 2015-12-01 | Kaushik Sivaramkrishnan, Biao Huang, Amiya K. Jana |
State feedback output regulation for a class of hyperbolic PDE systems University of Alberta | Publication | 2015-07-01 | |
Generalized expectation\textendash maximization approach to LPV process identification with randomly missing output data University of Alberta | Publication | 2015-11-01 | Xianqiang Yang, Biao Huang, Yujia Zhao, Yaojie Lu, Weili Xiong, Huijun Gao |
Optimal continuous-time state estimation for linear finite and infinite-dimensional chemical process systems with state constraints University of Alberta | Publication | 2015-01-01 | |
Mesenchymal stem cell therapy for inflammatory bowel diseases: promise and challenge University of Alberta | Publication | 2015-09-01 | Chen Ke, Biao Huang, Liu Qianqian, Sun Yunwei, Jiang Xiaohua |
Multiple oscillations detection in control loops by using the DFT and Raleigh distribution \ding72 \ding72This work was supported by the Natural Sciences and Engineering Research Council (NSERC) of Canada$\mathsemicolon$ the National Natural Science Founda University of Alberta | Publication | 2015-01-01 | |
Process monitoring using kernel density estimation and Bayesian networking with an industrial case study University of Alberta | Publication | 2015-09-01 | |
Robust Fault Detection and Diagnosis for Multiple-Model Systems with Uncertainties \ding72 \ding72This work is supported in part by NSERC, AITF and China Scholarship Council Scholarship. University of Alberta | Publication | 2015-01-01 | Shunyi Zhao, Biao Huang, Xiaoli Luan, Yanyan Yin, Fei Liu |
Fault Detection and Diagnosis of Multiple-Model Systems With Mismodeled Transition Probabilities University of Alberta | Publication | 2015-08-01 | |
Diagnosis of Oscillations Between Controller Tuning and Harmonic External Disturbances University of Alberta | Publication | 2015-07-01 | |
Optimal State Estimation for Linear Systems with State Constraints University of Alberta | Publication | 2015-01-01 | |
Predicting Electricity Pool Prices Using Hidden Markov Models$\ast$$\ast$This work is supported in part by NSERC and AITF. University of Alberta | Publication | 2015-01-01 | |
Froth Pipeline Water Content Estimation and Control University of Alberta | Publication | 2015-01-01 | Yu Miao, Fangwei Xu, Yi Zheng, Biao Huang, John MacGowan, Aris Espejo |
Adaptive Soft Sensing and On-line Estimation of the Critical Minimum Velocity with Application to an Oil Sand Primary Separation Vessel$\ast$$\ast$The authors would like to acknowledge financial support from NSERC and Syncrude Canada Ltd University of Alberta | Publication | 2015-01-01 | Nima Sammaknejad, Biao Huang, R. Sean Sanders, Yu Miao, Fangwei Xu, Aris Espejo |
A unified data-driven design framework of optimality-based generalized iterative learning control University of Alberta | Publication | 2015-06-01 | Ronghu Chi, Zhongsheng Hou, Biao Huang, Shangtai Jin |
Bayesian Control Loop Diagnosis by Combining Historical Data and Process Knowledge of Fault Signatures University of Alberta | Publication | 2014-01-01 | |
Analysis of inter-/intra-E-plate repeatability in the real-time cell analyzer University of Alberta | Publication | 2015-05-01 | Jiao Chen, Tianhong Pan, Bharathi Devi Devendran, Zhankun Xi, Swanand Khare, Biao Huang, Weiping Zhang, Stephan Gabos, Dorothy Yu Huang, Can Jin |
Detecting and isolating abrupt changes in linear switching systems University of Alberta | Publication | 2015-01-01 | |
High-throughput screening assay for the environmental water samples using cellular response profiles University of Alberta | Publication | 2015-04-01 | Tianhong Pan, Haoran Li, Swanand Khare, Biao Huang, Dorothy Yu Huang, Weiping Zhang, Stephan Gabos |
Process monitoring based on factor analysis: Probabilistic analysis of monitoring statistics in presence of both complete and incomplete measurements University of Alberta | Publication | 2015-03-01 | Zhonggai Zhao, Qinghua Li, Biao Huang, Fei Liu, Zhiqiang Ge |
Expectation\textendash Maximization Approach to Fault Diagnosis With Missing Data University of Alberta | Publication | 2015-02-01 | Kangkang Zhang, Ruben Gonzalez, Biao Huang, Guoli Ji |
State estimation incorporating infrequent, delayed and integral measurements University of Alberta | Publication | 2015-08-01 | |
Multiple Model LPV Approach to Identification of Nonlinear Dual-rate System with Random Time Delay\ast\astThis work was supported by the Natural Sciences and Engineering Research Council (NSERC) of Canada, the Fundamental Research Funds for the Central Uni University of Alberta | Publication | 2015-01-01 | |
Parameter Estimation for Batch Processes with Measurements of Large Sampling Intervals\ast \astThis work is supported by Chang Jiang Scholar Program and National Natural Science Foundation of China (NSFC 61134007). University of Alberta | Publication | 2015-01-01 | |
Hellinger distance based probability distribution approach to performance monitoring of nonlinear control systems University of Alberta | Publication | 2015-12-01 | |
Constrained optimal boundary state estimation for dissipative systems University of Alberta | Publication | 2015-07-01 | |
Explicit/multi-parametric model predictive control of dissipative distributed parameter systems University of Alberta | Publication | 2015-07-01 | |
A Bayesian sparse reconstruction method for fault detection and isolation University of Alberta | Publication | 2015-03-01 | |
Minimal required excitation for closed-loop identification: Some implications for data-driven, system identification University of Alberta | Publication | 2015-03-01 | |
A Bayesian framework for real-time identification of locally weighted partial least squares University of Alberta | Publication | 2014-11-01 | |
Bias-eliminated subspace model identification under time-varying deterministic type load disturbance University of Alberta | Publication | 2015-01-01 | |
Probabilistic slow feature analysis-based representation learning from massive process data for soft sensor modeling University of Alberta | Publication | 2015-07-01 | |
Bayesian method for simultaneous gross error detection and data reconciliation University of Alberta | Publication | 2015-05-01 | Yuan Yuan, Shima Khatibisepehr, Biao Huang, Zukui Li |
Minimum variance unbiased FIR filter for discrete time-variant systems University of Alberta | Publication | 2015-03-01 | Shunyi Zhao, Yuriy S. Shmaliy, Biao Huang, Fei Liu |
Nonlinear process identification in the presence of multiple correlated hidden scheduling variables with missing data University of Alberta | Publication | 2015-06-01 | Lei Chen, Shima Khatibisepehr, Biao Huang, Fei Liu, Yongsheng Ding |
Operating condition diagnosis based on HMM with adaptive transition probabilities in presence of missing observations University of Alberta | Publication | 2014-11-01 | Nima Sammaknejad, Biao Huang, Weili Xiong, Alireza Fatehi, Fangwei Xu, Aris Espejo |
Adaptive monitoring of the process operation based on symbolic episode representation and hidden Markov models with application toward an oil sand primary separation University of Alberta | Publication | 2014-12-01 | Nima Sammaknejad, Biao Huang, Alireza Fatehi, Yu Miao, Fangwei Xu, Aris Espejo |
Expectation Maximization method for multivariate change point detection in presence of unknown and changing covariance University of Alberta | Publication | 2014-10-01 | |
Parameter estimation for a dual-rate system with time delay University of Alberta | Publication | 2014-09-01 | |
A unified recursive just-in-time approach with industrial near infrared spectroscopy application University of Alberta | Publication | 2014-07-01 | |
Multiple-Model Based Linear Parameter Varying Time-Delay System Identification with Missing Output Data Using an Expectation-Maximization Algorithm University of Alberta | Publication | 2014-06-01 | Weili Xiong, Xianqiang Yang, Biao Huang, Baoguo Xu |
Performance Assessment of Industrial Linear Controllers in Univariate Control Loops for Both Set Point Tracking and Load Disturbance Rejection University of Alberta | Publication | 2014-06-01 | Zhenpeng Yu, Jiandong Wang, Biao Huang, Jun Li, Zhenfu Bi |
Automatic Detection and Frequency Estimation of Oscillatory Variables in the Presence of Multiple Oscillations University of Alberta | Publication | 2014-05-01 | |
Recursive constrained state estimation using modified extended Kalman filter University of Alberta | Publication | 2014-06-01 | |
A probabilistic framework for real-time performance assessment of inferential sensors University of Alberta | Publication | 2014-05-01 | Shima Khatibisepehr, Biao Huang, Swanand Khare, Elom Domlan, Fangwei Xu, Aris Espejo, Ramesh Kadali |
Mode of action classification of chemicals using multi-concentration time-dependent cellular response profiles University of Alberta | Publication | 2014-04-01 | Zhankun Xi, Swanand Khare, Aaron Cheung, Biao Huang, Tianhong Pan, Weiping Zhang, Fadi Ibrahim, Can Jin, Stephan Gabos |
Inequality constrained parameter estimation using filtering approaches University of Alberta | Publication | 2014-03-01 | |
Mixture semisupervised principal component regression model and soft sensor application University of Alberta | Publication | 2013-11-01 | |
Bayesian and Expectation Maximization methods for multivariate change point detection University of Alberta | Publication | 2014-01-01 | |
Robust multiple-model LPV approach to nonlinear process identification using mixture t distributions University of Alberta | Publication | 2014-09-01 | |
Diagnosis between sinusoidal oscillations and oscillatory colored noise University of Alberta | Publication | 2014-06-01 | |
Control-loop diagnosis using continuous evidence through kernel density estimation University of Alberta | Publication | 2014-05-01 | |
A variational Bayesian approach to identification of switched ARX models University of Alberta | Publication | 2014-12-01 | |
Nonlinear semisupervised principal component regression for soft sensor modeling and its mixture form University of Alberta | Publication | 2014-06-01 | |
State Estimation in Batch Process Based on Two-Dimensional State-Space Model University of Alberta | Publication | 2014-12-01 | |
Model predictive control of axial dispersion chemical reactor University of Alberta | Publication | 2014-01-01 | |
Development of soft sensor by incorporating the delayed infrequent and irregular measurements University of Alberta | Publication | 2014-11-01 | |
Constrained particle filtering methods for state estimation of nonlinear process University of Alberta | Publication | 2014-02-01 | |
Multi-input\textendash Multi-output (MIMO) Control System Performance Monitoring Based on Dissimilarity Analysis University of Alberta | Publication | 2014-11-01 | |
Frequency analysis and compensation of valve stiction in cascade control loops University of Alberta | Publication | 2014-11-01 | Chen Li, M.A.A. Shoukat Choudhury, Biao Huang, Feng Qian |
Performance assessment, diagnosis, and optimal selection of non-linear state filters University of Alberta | Publication | 2014-02-01 | Aditya Tulsyan, Biao Huang, R. Bhushan Gopaluni, J. Fraser Forbes |
Multiple model approach to nonlinear system identification with an uncertain scheduling variable using EM algorithm University of Alberta | Publication | 2013-11-01 | |
Statistical properties of signal entropy for use in detecting changes in time series data University of Alberta | Publication | 2013-09-01 | |
Moving horizon estimation for switching nonlinear systems University of Alberta | Publication | 2013-11-01 | |
FIR model identification of multirate processes with random delays using EM algorithm University of Alberta | Publication | 2013-06-01 | |
Control loop diagnosis with ambiguous historical operating modes: Part 2, information synthesis based on proportional parametrization University of Alberta | Publication | 2013-11-01 | |
A Particle Filter Approach to Approximate Posterior Cramer-Rao Lower Bound: The Case of Hidden States University of Alberta | Publication | 2013-10-01 | Aditya Tulsyan, Biao Huang, R. Bhushan Gopaluni, J. Fraser Forbes |
Parameter estimation in batch process using EM algorithm with particle filter University of Alberta | Publication | 2013-10-01 | |
Information transfer methods in causality analysis of process variables with an industrial application University of Alberta | Publication | 2013-10-01 | |
Design of inferential sensors in the process industry: A review of Bayesian methods University of Alberta | Publication | 2013-11-01 | |
Parameter estimation for a dual rate system with time delay University of Alberta | Publication | 2013-06-01 | |
Expectation maximization approach to gross error and change point detection University of Alberta | Publication | 2013-06-01 | |
Ellipsoidal set based robust particle filtering for recursive Bayesian state estimation University of Alberta | Publication | 2013-06-01 | |
Data quality assessment of routine operating data for process identification University of Alberta | Publication | 2013-08-01 | |
Model Predictive Control: Algorithmic Development and Applications University of Alberta | Publication | 2013-08-01 | |
Soft sensor solutions for control of oil sands processes University of Alberta | Publication | 2013-04-01 | Shima Khatibisepehr, Biao Huang, Elom Domlan, Elham Naghoosi, Yu Zhao, Yu Miao, Xinguang Shao, Swanand Khare, Marziyeh Keshavarz, Enbo Feng, Fangwei Xu, Aris Espejo, Ramesh Kadali |
Soft sensors for online steam quality measurements of OTSGs University of Alberta | Publication | 2013-08-01 | Li Xie, Yu Zhao, Daniel Aziz, Xing Jin, Litao Geng, Errol Goberdhansingh, Fei Qi, Biao Huang |
Recursive Wavelength-Selection Strategy to Update Near-Infrared Spectroscopy Model with an Industrial Application University of Alberta | Publication | 2013-05-01 | Mulang Chen, Swanand Khare, Biao Huang, Haitao Zhang, Eric Lau, Enbo Feng |
A moving horizon approach to a noncontinuum state estimation University of Alberta | Publication | 2013-06-01 | |
Bayesian method for state estimation of batch process with missing data University of Alberta | Publication | 2013-06-01 | |
Improved DCT -based method for online detection of oscillations in univariate time series University of Alberta | Publication | 2013-05-01 | |
Control loop diagnosis with ambiguous historical operating modes: Part 1. A proportional parametrization approach University of Alberta | Publication | 2013-04-01 | |
On simultaneous on-line state and parameter estimation in non-linear state-space models University of Alberta | Publication | 2013-04-01 | Aditya Tulsyan, Biao Huang, R. Bhushan Gopaluni, J. Fraser Forbes |
A Bayesian approach to robust process identification with ARX models University of Alberta | Publication | 2012-08-01 | |
Development and industrial application of soft sensors with on-line Bayesian model updating strategy University of Alberta | Publication | 2013-03-01 | Jing Deng, Li Xie, Lei Chen, Shima Khatibisepehr, Biao Huang, Fangwei Xu, Aris Espejo |
Cytotoxicity assessment based on the AUC 50 using multi-concentration time-dependent cellular response curves University of Alberta | Publication | 2013-02-01 | Tianhong Pan, Biao Huang, Weiping Zhang, Stephan Gabos, Dorothy Yu Huang, Vignesh Devendran |
Deterministic vs. stochastic performance assessment of iterative learning control for batch processes University of Alberta | Publication | 2012-06-01 | |
Nonlinear system identification with multiple and correlated scheduling variables\ast University of Alberta | Publication | 2013-12-01 | |
Bayesian identification of non-linear state-space models: Part II - Error analysis University of Alberta | Publication | 2013-12-01 | Aditya Tulsyan, Biao Huang, R. Bhushan Gopaluni, J. Fraser Forbes |
Real-time Performance Assessment of Inferential Sensors\ast University of Alberta | Publication | 2013-12-01 | Shima Khatibisepehr, Biao Huang, Swanand Khare, Ramesh Kadali |
Bayesian identification of non-linear state-space models: Part I- Input design University of Alberta | Publication | 2013-12-01 | Aditya Tulsyan, Swanand R Khare, Biao Huang, R. Bhushan Gopaluni, J. Fraser Forbes |
Development of Toxicity Index to Evaluate the Level of Water Contamination by Using Cellular Responses University of Alberta | Publication | 2013-01-01 | Tianhong Pan, Biao Huang, Swanand Khare, Weiping Zhang, Stephan Gabos, Dorothy Yu Huang |
In vitro cytotoxicity assessment based on KC 50 with real-time cell analyzer (RTCA) assay University of Alberta | Publication | 2013-12-01 | Tianhong Pan, Swanand Khare, Fred Ackah, Biao Huang, Weiping Zhang, Stephan Gabos, Can Jin, Melinda Stampfl |
Dynamic Modelling and Predictive Control in Solid Oxide Fuel Cells: First Principle and Data-Based Approaches University of Alberta | Publication | 2013-01-01 | |
Guest Editorial: 4TH symposium on advanced control of industrial processes (ADCONIP ) University of Alberta | Publication | 2012-07-01 | |
A Bayesian approach to design of adaptive multi-model inferential sensors with application in oil sand industry University of Alberta | Publication | 2012-12-01 | Shima Khatibisepehr, Biao Huang, Fangwei Xu, Aris Espejo |
Estimation of bitumen froth quality using Bayesian information synthesis: An application to froth transportation process University of Alberta | Publication | 2012-03-01 | Xinguang Shao, Fangwei Xu, Biao Huang, Aris Espejo |
Undergraduate design of experiment laboratory on analysis and optimization of distillation column University of Alberta | Publication | 2012-12-01 | Anuj Narang, Amos Ben-Zvi, Artin Afacan, David Sharp, Sirish L. Shah, Biao Huang |
Identification of nonlinear parameter varying systems with missing output data University of Alberta | Publication | 2012-03-01 | |
Compensation of control valve stiction through controller tuning University of Alberta | Publication | 2012-10-01 | |
4th Symposium on Advanced Control of Industrial Processes (ADCONIP ) University of Alberta | Publication | 2012-10-01 | |
High-throughput quantitative analysis with cell growth kinetic curves for low copy number mutant cells University of Alberta | Publication | 2012-09-01 | James Z. Xing, Stephan Gabos, Biao Huang, Tianhong Pan, Min Huang, Jie Chen |
4th Symposium on advanced control of industrial processes (Adconip) University of Alberta | Publication | 2012-09-01 | |
On-line estimation of glucose and biomass concentration in batch fermentation process using particle filter with constraint University of Alberta | Publication | 2012-03-01 | |
Microelectronic-sensing assay to detect presence of Verotoxins in human faecal samples University of Alberta | Publication | 2012-06-01 | |
Model Predictive Control University of Alberta | Publication | 2012-01-01 | Baocang Ding, Marcin T. Cychowski, Yugeng Xi, Wenjian Cai, Biao Huang |
Recognition of chemical compounds in contaminated water using time-dependent multiple dose cellular responses University of Alberta | Publication | 2012-04-01 | T.H. Pan, Biao Huang, J.Z. Xing, W.P. Zhang, S. Gabos, J. Chen |
Tuning a Soft Sensor's Bias Update Term. 2. The Closed-Loop Case University of Alberta | Publication | 2012-03-01 | |
Tuning a Soft Sensor's Bias Update Term. 1. The Open-Loop Case University of Alberta | Publication | 2012-03-01 | |
Dual particle filters for state and parameter estimation with application to a run-of-mine ore mill University of Alberta | Publication | 2012-04-01 | |
Determining the state of a process control system: Current trends and future challenges University of Alberta | Publication | 2011-10-01 | Y. Shardt, Y. Zhao, F. Qi, K. Lee, X. Yu, Biao Huang, S. Shah |
Model analysis and performance analysis of two industrial MPCs University of Alberta | Publication | 2012-03-01 | Hailei Jiang, Sirish L. Shah, Biao Huang, Bruce Wilson, Rohit Patwardhan, Foon Szeto |
Identification of switched Markov autoregressive eXogenous systems with hidden switching state University of Alberta | Publication | 2012-02-01 | |
Development of a simultaneous continuum and noncontinuum state estimator with application on a distillation process University of Alberta | Publication | 2011-04-01 | |
Multiple model based LPV soft sensor development with irregular/missing process output measurement University of Alberta | Publication | 2012-02-01 | |
EM Algorithm for Parameter Estimation in Batch Process University of Alberta | Publication | 2012-01-01 | |
Designing priors for robust Bayesian optimal experimental design University of Alberta | Publication | 2012-02-01 | |
Performance Assessment of Nonlinear State Filters University of Alberta | Publication | 2012-01-01 | |
Prediction error method for identification of LPV models University of Alberta | Publication | 2012-01-01 | |
Dynamic bayesian approach to gross error detection and compensation with application toward an oil sands process University of Alberta | Publication | 2012-01-01 | Ruben Gonzalez, Biao Huang, Fangwei Xu, Aris Espejo |
Determining the harmonic impacts of multiple harmonic-producing loads University of Alberta | Publication | 2011-07-01 | |
Solid oxide fuel cell: Perspective of dynamic modeling and control University of Alberta | Publication | 2011-12-01 | |
Constrained receding-horizon experiment design and parameter estimation in the presence of poor initial conditions University of Alberta | Publication | 2010-12-01 | |
Dynamic output feedback robust model predictive control University of Alberta | Publication | 2011-10-01 | |
Estimation of distribution function for control valve stiction estimation University of Alberta | Publication | 2011-09-01 | |
Performance assessment of PID control loops subject to setpoint changes University of Alberta | Publication | 2011-09-01 | |
Closed-loop identification with routine operating data: Effect of time delay and sampling time University of Alberta | Publication | 2011-08-01 | |
Bayesian methods for control loop diagnosis in the presence of temporal dependent evidences University of Alberta | Publication | 2011-07-01 | |
Closed-loop identification condition for ARMAX models using routine operating data University of Alberta | Publication | 2011-07-01 | |
Bayesian method for multirate data synthesis and model calibration University of Alberta | Publication | 2010-07-01 | Xinguang Shao, Biao Huang, Jong Min Lee, Fangwei Xu, Aris Espejo |
Real-time cell-impedance sensing assay as an alternative to clonogenic assay in evaluating cancer radiotherapy University of Alberta | Publication | 2011-04-01 | Wilson Roa, Xiaoyan Yang, Linghong Guo, Biao Huang, Shima Khatibisepehr, Stephan Gabos, Jie Chen, James Xing |
Electronic dynamic cellular sensor used to measure gold nanoparticles enhanced radiotherapy University of Alberta | Publication | 2011-04-01 | James Z. Xing, Xiaoyan Yang, Jie Chen, Biao Huang, Wilson Roa |
Estimation of Instrument Variance and Bias Using Bayesian Methods University of Alberta | Publication | 2011-05-01 | Ruben Gonzalez, Biao Huang, Fangwei Xu, Aris Espejo |
Control Performance Assessment Subject to Multi-Objective User-Specified Performance Characteristics University of Alberta | Publication | 2011-05-01 | |
Data-based modeling and prediction of cytotoxicity induced by contaminants in water resources University of Alberta | Publication | 2011-04-01 | S. Khatibisepehr, Biao Huang, F. Ibrahim, J.Z. Xing, W. Roa |
Reconciling continuum and non-continuum data with industrial application University of Alberta | Publication | 2011-03-01 | Ruben Gonzalez, Biao Huang, Fangwei Xu, Aris Espejo, Joseph Amalraj, William Lam |
Monitoring of solid oxide fuel cell systems University of Alberta | Publication | 2011-02-01 | |
A decoupled multiple model approach for soft sensors design University of Alberta | Publication | 2011-02-01 | |
Closed-Loop Identification using Routine Operating Data: the Effect of Time Delay University of Alberta | Publication | 2011-01-01 | |
Dynamic Bayesian Methods for On-Line Instrument Bias Detection and Compensation University of Alberta | Publication | 2011-01-01 | |
Multiple model LPV approach to nonlinear process identification with EM algorithm University of Alberta | Publication | 2011-01-01 | |
Performance Assessment of PID Control Loops based on IMC Tuning Rule University of Alberta | Publication | 2011-01-01 | |
A Blind Approach to Identification of Hammerstein Systems University of Alberta | Publication | 2010-01-01 | Jiandong Wang, Akira Sano, Tongwen Chen, Biao Huang |
Dynamic Bayesian Approach for Control Loop Diagnosis with Underlying Mode Dependency University of Alberta | Publication | 2010-09-01 | |
Subspace Approach to Identification of Step-Response Model from Closed-Loop Data University of Alberta | Publication | 2010-09-01 | |
Performance assessment of advanced supervisory\textendash regulatory control systems with subspace LQG benchmark University of Alberta | Publication | 2010-08-01 | |
Robust identification of piecewise/switching autoregressive exogenous process University of Alberta | Publication | 2009-11-01 | |
The DCT -based oscillation detection method for a single time series University of Alberta | Publication | 2010-06-01 | |
Adconip special issue University of Alberta | Publication | 2010-02-01 | |
Industrial implementation of controller performance analysis technology University of Alberta | Publication | 2010-02-01 | |
Constrained Bayesian state estimation \textendash A comparative study and a new particle filter based approach University of Alberta | Publication | 2010-02-01 | |
Estimation and control of solid oxide fuel cell system University of Alberta | Publication | 2010-01-01 | |
Introduction University of Alberta | Publication | 2010-01-01 | |
Stiction Estimation Using Constrained Optimisation and Contour Map University of Alberta | Publication | 2010-01-01 | |
Conclusions and Future Research Challenges University of Alberta | Publication | 2010-01-01 | |
A Bayesian approach for control loop diagnosis with missing data University of Alberta | Publication | 2009-01-01 | |
Online composition estimation and experiment validation of distillation processes with switching dynamics University of Alberta | Publication | 2010-03-01 | |
Early determination of toxicant concentration in water supply using MHE University of Alberta | Publication | 2010-05-01 | |
Multi-step prediction error approach for controller performance monitoring University of Alberta | Publication | 2010-01-01 | |
A Mathematical Model of In Vitro Estrogen-Related Cancer Cell Growth Based on Cell-Cycle Mechanism University of Alberta | Publication | 2010-01-01 | F. Ibrahim, Biao Huang, J.Z. Xing, W. Roa, S. Gabos |
Effects of Estrogen Contamination on Human Cells: Modeling and Prediction Based on Michaelis-Menten Kinetics University of Alberta | Publication | 2009-06-01 | Fadi Ibrahim, Biao Huang, James Z. Xing, Wilson Roa, Stephan Gabos |
Robust identification of switched regression models University of Alberta | Publication | 2009-12-01 | |
Assessment of control system performance with LTV disturbance dynamics: SISO case University of Alberta | Publication | 2009-12-01 | |
Consistency of noise covariance estimation in joint input\textendash output closed-loop subspace identification with application in LQG benchmarking University of Alberta | Publication | 2009-12-01 | |
Implementation of FIR control for H $\infty$ output feedback stabilisation of linear systems University of Alberta | Publication | 2009-10-01 | |
Implementation of FIR control for H$\less$inf$\greater$&\#x221E$\mathsemicolon$$\less$/inf$\greater$ output feedback stabilization of linear systems University of Alberta | Publication | 2009-01-01 | |
A control performance benchmark subject to output variance/covariance upper bound and pole placement constraint University of Alberta | Publication | 2009-01-01 | |
Subspace method aided data-driven design of fault detection and isolation systems University of Alberta | Publication | 2009-10-01 | S.X. Ding, P. Zhang, A. Naik, E.L. Ding, Biao Huang |
H$\infty$structured model reduction algorithms for linear discrete systems via LMI -based optimisation University of Alberta | Publication | 2009-07-01 | |
Dynamic modelling and simulation of a hot strip finishing mill University of Alberta | Publication | 2009-07-01 | Sansal K. Yildiz, J. Fraser Forbes, Biao Huang, Yale Zhang, Fred Wang, Vit Vaculik, Mike Dudzic |
Identification of Hammerstein systems without explicit parameterisation of non-linearity University of Alberta | Publication | 2009-04-01 | Jiandong Wang, Akira Sano, Tongwen Chen, Biao Huang |
MPC Constraint AnalysisBayesian Approach via a Continuous-Valued Profit Function University of Alberta | Publication | 2009-04-01 | |
Closed-loop model validation based on the two-model divergence method University of Alberta | Publication | 2009-04-01 | |
Economic performance assessment of advanced process control with LQG benchmarking University of Alberta | Publication | 2009-04-01 | |
Identifiability and estimability study for a dynamic solid oxide fuel cell model University of Alberta | Publication | 2009-02-01 | |
Preferential crystallization: Multi-objective optimization framework University of Alberta | Publication | 2009-02-01 | |
Validation of continuous-time models with delay University of Alberta | Publication | 2009-02-01 | |
Guest editorial-fuel cells University of Alberta | Publication | 2009-01-01 | |
Dealing with Irregular Data in Soft Sensors: Bayesian Method and Comparative Study University of Alberta | Publication | 2008-11-01 | |
Bayesian methods for control loop monitoring and diagnosis University of Alberta | Publication | 2008-10-01 | |
Robust H2 optimal filtering for continuous-time stochastic systems with polytopic parameter uncertainty University of Alberta | Publication | 2008-10-01 | |
Control relevant on-line model validation criterion based on robust stability conditions University of Alberta | Publication | 2008-09-01 | |
Sensitivity analysis for selective constraint and variability tuning in performance assessment of industrial MPC University of Alberta | Publication | 2008-10-01 | |
Data-driven Bayesian approach for control loop diagnosis University of Alberta | Publication | 2008-06-01 | |
LQG benchmarking for economic control performance University of Alberta | Publication | 2008-06-01 | |
Performance assessment of MIMO control systems with time-variant disturbance dynamics University of Alberta | Publication | 2008-09-01 | |
Stabilization of Takagi-Sugeno model via non-parallel distributed compensation law University of Alberta | Publication | 2008-01-01 | |
1-D dynamic modeling of SOFC with analytical solution for reacting gas-flow problem University of Alberta | Publication | 2008-01-01 | |
Reformulation of LMI -based stabilisation conditions for non-linear systems in Takagi\textendashSugeno\textquotesingles form University of Alberta | Publication | 2008-05-01 | |
Data-driven Subspace Approach to Predictive Control University of Alberta | Publication | 2018-01-01 | |
Performance Assessment with LQG -benchmark from Closed-loop Data University of Alberta | Publication | 2018-01-01 | |
System Identification: Conventional Approach University of Alberta | Publication | 2018-01-01 | |
Control Loop Performance Assessment: Conventional Approach University of Alberta | Publication | 2018-01-01 | |
State-of-the-art MPC Performance Monitoring University of Alberta | Publication | 2018-01-01 | |
Model Predictive Control: Conventional Approach University of Alberta | Publication | 2018-01-01 | |
Identification of Dynamic Matrix and Noise Model Using Closed-loop Data University of Alberta | Publication | 2018-01-01 | |
Subspace Approach to MIMO Feedback Control Performance Assessment University of Alberta | Publication | 2018-01-01 | |
Open-loop Subspace Identification University of Alberta | Publication | 2018-01-01 | |
Prediction Error Approach to Feedback Control Performance Assessment University of Alberta | Publication | 2018-01-01 | |
Closed-loop Subspace Identification University of Alberta | Publication | 2018-01-01 | |
Identification from step responses with transient initial conditions University of Alberta | Publication | 2008-02-01 | |
Process Parameter and Delay Estimation from Non-uniformly Sampled Data University of Alberta | Publication | 2008-01-01 | |
Dynamics and variance control of hot mill loopers University of Alberta | Publication | 2008-01-01 | |
Condition Monitoring of Model Predictive Control Systems Using Markov Models University of Alberta | Publication | 2007-01-01 | |
Performance Monitoring, Tuning and Diagnosis of DMC under Stochastic Disturbance University of Alberta | Publication | 2006-07-01 | |
Blind Hammerstein Identification for MR Damper Modeling University of Alberta | Publication | 2007-07-01 | Jiandong Wang, Akira Sano, Tongwen Chen, Biao Huang |
Assessing Model Prediction Control (MPC ) Performance. 2. Bayesian Approach for Constraint Tuning University of Alberta | Publication | 2007-11-01 | |
Assessing Model Prediction Control (MPC ) Performance. 1. Probabilistic Approach for Constraint Analysis University of Alberta | Publication | 2007-11-01 | |
FIR modelling for errors-in-variables/closed-loop systems by exploiting cyclo-stationarity University of Alberta | Publication | 2007-01-01 | |
Output feedback model predictive control for nonlinear systems represented by Hammerstein\textendash Wiener model University of Alberta | Publication | 2007-09-01 | |
In this issue - Technically University of Alberta | Publication | 2007-07-01 | |
Comments on "A Feedback Min-Max MPC Algorithm for LPV Systems Subject to Bounded Rates of Change of Parameters University of Alberta | Publication | 2007-05-01 | |
Novel identification method from step response University of Alberta | Publication | 2007-05-01 | |
Constrained robust model predictive control for time-delay systems with polytopic description University of Alberta | Publication | 2007-04-01 | |
Performance Assessment of Model Pedictive Control for Variability and Constraint Tuning University of Alberta | Publication | 2007-02-01 | |
Data-driven predictive control for solid oxide fuel cells University of Alberta | Publication | 2007-02-01 | |
A blind approach to closed-loop identification of Hammerstein systems University of Alberta | Publication | 2007-02-01 | |
ROBUST H2 FILTERING FOR CONTINUOUS-TIME STOCHASTIC SYSTEMS WITH UNCERTAINTIES University of Alberta | Publication | 2007-01-01 | |
New formulation of robust MPC by incorporating off-line approach with on-line optimization University of Alberta | Publication | 2007-06-01 | |
BAYESIAN APPROACH FOR CONSTRAINT ANALYSIS OF MPC AND INDUSTRIAL APPLICATION University of Alberta | Publication | 2007-01-01 | |
Constrained approximation of multiple input\textendash output delay systems using genetic algorithm University of Alberta | Publication | 2007-04-01 | |
Multirate Minimum Variance Control Design and Control Performance Assessment: A Data-Driven Subspace Approach University of Alberta | Publication | 2007-01-01 | |
Control relevant modeling of planer solid oxide fuel cell system University of Alberta | Publication | 2007-01-01 | |
STATE ESTIMATION OF SOFC/GT HYBRID SYSTEM USING UKF University of Alberta | Publication | 2007-01-01 | Rambabu Kandepu, Biao Huang, Bjarne Foss, Lars Imsland |
Comparative Study of State Estimation of Fuel Cell Hybrid System Using UKF and EKF University of Alberta | Publication | 2007-05-01 | Rambabu Kandepu, Biao Huang, Lars Imsland, Bjarne Foss |
Improved identification of continuous-time delay processes from piecewise step tests University of Alberta | Publication | 2007-01-01 | Min Liu, Qing-Guo Wang, Biao Huang, Chang Chieh Hang |
Model Reduction of Uncertain Systems with Multiplicative Noise Based on Balancing University of Alberta | Publication | 2006-01-01 | |
Estimation of States of Nonlinear Systems using a Particle Filter University of Alberta | Publication | 2006-01-01 | Syed A. Imtiaz, Kallol Roy, Biao Huang, Sirish L. Shah, Phanindra Jampana |
Monitoring control performance via structured closed-loop response subject to output variance/covariance upper bound University of Alberta | Publication | 2006-10-01 | |
Dynamic modeling of a finite volume of solid oxide fuel cell: The effect of transport dynamics University of Alberta | Publication | 2006-09-01 | |
Performance monitoring of SISO control loops subject to LTV disturbance dynamics: An improved LTI benchmark University of Alberta | Publication | 2006-07-01 | |
Alternative solutions to multi-variate control performance assessment problems University of Alberta | Publication | 2006-06-01 | |
Parameter and delay estimation of continuous-time models using a linear filter University of Alberta | Publication | 2006-04-01 | |
Stochastic stability and robust control for sampled-data systems with Markovian jump parameters University of Alberta | Publication | 2006-01-01 | |
Cyclo-period estimation for discrete-time cyclo-stationary signals University of Alberta | Publication | 2006-01-01 | |
H$\infty$ control for sampled-data linear systems with two Markov processes University of Alberta | Publication | 2005-01-01 | |
Dynamic modeling of solid oxide fuel cell: The effect of diffusion and inherent impedance University of Alberta | Publication | 2005-10-01 | |
Minimum variance in fast, slow and dual-rate control loops University of Alberta | Publication | 2005-01-01 | Xiaorui Wang, Liqian Zhang, Tongwen Chen, Biao Huang |
Closed-loop identification with a quantizer University of Alberta | Publication | 2005-09-01 | |
Multirate robust digital control for fuzzy systems with periodic Lyapunov function University of Alberta | Publication | 2005-08-01 | |
Practical solutions to multivariate feedback control performance assessment problem: reduced a priori knowledge of interactor matrices University of Alberta | Publication | 2005-08-01 | |
A new method for stabilization of networked control systems with random delays University of Alberta | Publication | 2005-08-01 | |
On spectral theory of cyclostationary signals in multirate systems University of Alberta | Publication | 2005-07-01 | |
Closed-loop subspace identification: an orthogonal projection approach University of Alberta | Publication | 2005-02-01 | |
Performance assessment and robustness analysis using an ARMarkov approach University of Alberta | Publication | 2004-12-01 | |
Performance assessment of control loops with time-variant disturbance dynamics University of Alberta | Publication | 2004-12-01 | |
H2 approximation of multiple input/output delay systems University of Alberta | Publication | 2004-09-01 | |
Closed-loop identification via output fast sampling University of Alberta | Publication | 2004-08-01 | |
Robust Model Predictive Control of Singular Systems University of Alberta | Publication | 2004-06-01 | |
Robust Digital Model Predictive Control for Linear Uncertain Systems With Saturations University of Alberta | Publication | 2004-05-01 | |
Multirate sampled-data systems: computing fast-rate models University of Alberta | Publication | 2004-02-01 | |
Prozessidentifikations-basierter Entwurf beobachtergestützter Fehlerdetektionssysteme (System Identification Aided Design of Observer-based Fault Detection Systems) University of Alberta | Publication | 2004-08-01 | Steven X. Ding, Ping Zhang, Dirk Heyden, Biao Huang, Eve L. Ding |
H$\infty$ model reduction of Markovian jump linear systems University of Alberta | Publication | 2003-10-01 | |
LMI synthesis of H/sup 2/ and mixed H/sub 2//H/sub $\infty$/ controllers for singular systems University of Alberta | Publication | 2003-09-01 | |
Improved Threshold for the Local Approach in Detecting Faults University of Alberta | Publication | 2003-04-01 | |
On gramians and balanced truncation of discrete-time bilinear systems University of Alberta | Publication | 2003-01-01 | Liqian Zhang, James Lam, Biao Huang, Guang-Hong Yang |
A data driven subspace approach to predictive controller design University of Alberta | Publication | 2003-03-01 | |
Detection of multiple oscillations in control loops University of Alberta | Publication | 2003-02-01 | |
A pragmatic approach towards assessment of control loop performance University of Alberta | Publication | 2003-01-01 | |
Controller performance assessment in set point tracking and regulatory control University of Alberta | Publication | 2003-01-01 | |
Model predictive control relevant identification and validation University of Alberta | Publication | 2003-06-01 | |
Minimum variance control and performance assessment of time-variant processes University of Alberta | Publication | 2002-09-01 | |
Spectral principal component analysis of dynamic process data University of Alberta | Publication | 2002-08-01 | N.F. Thornhill, S.L. Shah, Biao Huang, A. Vishnubhotla |
Estimation of the Dynamic Matrix and Noise Model for Model Predictive Control Using Closed-Loop Data University of Alberta | Publication | 2002-02-01 | |
Robust performance assessment of feedback control systems University of Alberta | Publication | 2002-01-01 | |
Model predictive control using an extended ARMarkov model University of Alberta | Publication | 2002-01-01 | |
On-line closed-loop model validation and detection of abrupt parameter changes University of Alberta | Publication | 2001-12-01 | |
LMI -based robust H$\infty$ control of uncertain linear jump systems with time-delays University of Alberta | Publication | 2001-07-01 | |
Stochastic reliable control of a class of uncertain time-delay systems with unknown nonlinearities University of Alberta | Publication | 2001-05-01 | |
Detection of abrupt changes of total least squares models and application in fault detection University of Alberta | Publication | 2001-03-01 | |
Sampled-data filtering with error covariance assignment University of Alberta | Publication | 2001-03-01 | |
Process identification based on last principal component analysis University of Alberta | Publication | 2001-02-01 | |
Robust H$\infty$ observer design of linear time-delay systems with parametric uncertainty University of Alberta | Publication | 2001-04-01 | |
Feedforward plus feedback controller performance assessment of MIMO systems University of Alberta | Publication | 2000-05-01 | |
Multivariable model validation in the presence of time-variant disturbance dynamics University of Alberta | Publication | 2000-10-01 | |
Estimation of Markov parameters and time-delay/interactor matrix University of Alberta | Publication | 2000-09-01 | |
Gap metric on the subgraphs of systems and the robustness problem University of Alberta | Publication | 2000-01-01 | |
Model validation for industrial model predictive control systems University of Alberta | Publication | 2000-06-01 | |
An investigation into the poor performance of a model predictive control system on an industrial CGO coker University of Alberta | Publication | 2000-06-01 | Biao Huang, Ramesh Kadali, Xia Zhao, Edgar C. Tamayo, Ahmed Hanafi |
Robust H/sub 2//H/sub $\infty$/ filtering for linear systems with error variance constraints University of Alberta | Publication | 2000-01-01 | |
Performance assessment of processes with abrupt changes of disturbances University of Alberta | Publication | 1999-10-01 | |
Robust H$\infty$ observer design of linear state delayed systems with parametric uncertainty: the discrete-time case University of Alberta | Publication | 1999-06-01 | |
Robust reliable control for a class of uncertain nonlinear state-delayed systems University of Alberta | Publication | 1999-05-01 | |
Performance assessment: a requisite for maintaining your APC assets University of Alberta | Publication | 2018-01-01 | O. Badmus, D. Banks, A. Vishnubhotla, Biao Huang, S.L. Shah |
Closed-loop identification: a two step approach University of Alberta | Publication | 1997-12-01 | |
The role of the unitary interactor matrix in the explicit solution of the singular LQ output feedback control problem University of Alberta | Publication | 1997-11-01 | |
The unitary interactor matrix and its estimation using closed-loop data University of Alberta | Publication | 1997-01-01 | |
Performance assessment of multivariate control loops on a paper-machine headbox University of Alberta | Publication | 1997-02-01 | Biao Huang, Sirish L. Shah, K. Ezra Kwok, Jim Zurcher |
Real-Time Mode Diagnosis for Processes With Multiple Operating Conditions Using Switching Conditional Random Fields University of Alberta | Publication | 2020-06-01 | |
Data analytics approach for online produced fluid flow rate estimation in SAGD process University of Alberta | Publication | 2020-05-01 | |
Data-driven recursive least squares methods for non-affined nonlinear discrete-time systems University of Alberta | Publication | 2020-05-01 | |
Extracting nonstationary features for process data analytics and application in fouling detection University of Alberta | Publication | 2020-04-01 | |
Guest Editorial: Special Section on Smart Process Manufacturing Driven by Artificial Intelligence University of Alberta | Publication | 2020-04-01 | |
Supervised Variational Autoencoders for Soft Sensor Modeling With Missing Data University of Alberta | Publication | 2020-04-01 | Ruimin Xie, Nabil Magbool Jan, Kuangrong Hao, Lei Chen, Biao Huang |
Distributed control performance assessment and corresponding optimal controller design considering communication delays University of Alberta | Publication | 2020-03-01 | |
Distributed data-driven observer for linear time invariant systems University of Alberta | Publication | 2020-02-01 | |
Identification of ARX Model with Multi-Gaussian Noises University of Alberta | Publication | 2019-10-01 | Wentao Bai, Fan Guo, Lei Chen, Kuangrong Hao, Biao Huang |