All Publications

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  1. Journal Paper
    Real-Time Tracking of Renewable Carbon Content with AI-aided Approaches During Co-Processing of Biofeedstocks
    , , , , , , , , ,
    Applied Energy. 2024 [PDF]
  2. Journal Paper
    A Generalizable Method for Capacity Estimation and RUL Prediction in Lithium-Ion Batteries
    , , , , , ,
    Industrial and Engineering Chemistry Research. 2024 [PDF]
  3. Journal Paper
    Stabilizing reinforcement learning control: A modular framework for optimizing over all stable behavior
    , , , ,
    Automatica. 2024 [PDF] [arXiv]
  4. Journal Paper
    A multi-feature-based fault diagnosis method based on the weighted timeliness broad learning system
    , , , ,
    Process Safety and Environmental Protection. 2024 [PDF]
  5. Journal Paper
    Machine learning for industrial sensing and control: A survey and practical perspective
    , , , , , , , , ,
    Control Engineering Practice. 2024 [PDF]
  6. Journal Paper
    Machine Learning in Process Systems Engineering: Challenges and Opportunities
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    Computers and Chemical Engineering. 2023 [PDF]
  7. Journal Paper
    Visual Analytics for Process Monitoring: Leveraging Time-Series Imaging for Enhanced Interpretability
    , , ,
    Journal of Process Control. 2023 [PDF]
  8. Journal Paper
    VR/MR Systems Integrated with Heat Transfer Simulation for Training of Thermoforming: A Multicriteria Decision-Making User Study
    , , ,
    Journal of Manufacturing Systems. 2023 [PDF]
  9. Journal Paper
    Targeted deep learning classification and feature extraction for clinical diagnosis
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    iScience. 2023 [PDF]
  10. Journal Paper
    Drilling process monitoring based on operation mode recognition and dynamic feature extraction
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    IEEE Transactions on Industrial Electronics. 2023 [PDF]
  11. Journal Paper
    Long Short-Term Memory Network with Transfer Learning for Lithium-ion Battery Capacity Fade and Cycle Life Prediction
    , , , ,
    Applied Energy. 2023 [PDF]
  12. Journal Paper
    Early warning of drillstring faulty conditions based on multi-model fusion in geological drilling processes
    , , , ,
    Journal of Process Control. 2023 [PDF]
  13. Journal Paper
    Simultaneous Digital Twin Identification and Signal-Noise Decomposition through Modified Generalized Sparse Identification of Nonlinear Dynamics
    , ,
    Computers and Chemical Engineering. 2023 [PDF]
  14. Journal Paper
    Adaptive Online Optimization of Alarm Thresholds using Multilayer Bayesian Networks and Active Transfer Entropy
    , , , ,
    Control Engineering Practice. 2023 [PDF]
  15. Journal Paper
    Real-time Process Operation Evaluation and Model Reliability Assessment for Chemi-thermomechanical Pulping Process
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    Control Engineering Practice. 2023 [PDF]
  16. Journal Paper
    The Arc Loss Challenge: A Novel Industrial Benchmark for Process Analytics and Machine Learning
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    Journal of Process Control. 2023 [PDF]
  17. Conference Proceedings
    Frequent Event Pattern Extraction of Drilling Time Series Using Change Point Detection and Event Sequence Generation
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    In Proceedings of the 22nd IFAC World Congress. 2023 [PDF] [Slides] [Video]
  18. Journal Paper
    Deep learning-based hybrid reconstruction algorithm for fibre instance segmentation from 3D X-ray tomographic images
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    Chemical Journal of Chemical Engineering. 2023 [PDF]
  19. Conference Proceedings
    A Vision-based Deep Learning Platform for Human Motor Activity Recognition
    , , ,
    In Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies (MOCAST, To Appear). 2023 [PDF]
  20. Conference Proceedings
    Neural network and Sparse Identification of Nonlinear Dynamics Integrated Algorithm for Digital Twin Identification
    , , ,
    In Proceedings of the 22nd IFAC World Congress. 2023 [PDF] [Slides] [Video]
  21. Conference Proceedings
    Reinforcement Learning with Partial Parametric Model Knowledge
    , , , ,
    In Proceedings of the 22nd IFAC World Congress. 2023 [PDF] [Video] [arXiv]
  22. Conference Proceedings
    A modular framework for stabilizing deep reinforcement learning control
    , , , ,
    In Proceedings of the 22nd IFAC World Congress. 2023 [PDF] [Slides] [Video] [arXiv]
  23. Conference Proceedings
    Data Quality Over Quantity: Pitfalls and Guidelines for Process Analytics
    , , , ,
    In Proceedings of the 22nd IFAC World Congress. 2023 [PDF] [Slides] [Video] [arXiv]
  24. Conference Proceedings
    Interpretable Soft Sensors using Extremely Randomized Trees and SHAP
    , , , , , , ,
    In Proceedings of the 22nd IFAC World Congress. 2023 [PDF] [Slides] [Video]
  25. Conference Proceedings
    An Interactive Digital Twin of a Composite Manufacturing Process for Training Operators via Immersive Technology
    , , , , ,
    In Proceedings of the 25th International Conference on Human-Computer Interaction. 2023 [PDF]
  26. Journal Paper
    False alarm reduction in drilling process monitoring using virtual sample generation and qualitative trend analysis
    , , , , ,
    Control Engineering Practice. 2023 [PDF]
  27. Journal Paper
    Evaluation of Logistic Regression and Support Vector Machine Approaches for XRF Based Particle Sorting for a Copper Ore
    , , ,
    Minerals Engineering. 2023 [PDF]
  28. Journal Paper
    Automated deep reinforcement learning for real-time scheduling strategy of multi-energy system integrated with post-carbon and direct-air carbon captured system
    , , , ,
    Applied Energy. 2023 [PDF]
  29. Journal Paper
    Tracking the green coke production when co-processing lipids at a commercial fluid catalytic cracker (FCC): combining isotope 14C and causal discovery analysis
    , , , , , , , ,
    Sustainable Energy & Fuels. 2022 [PDF]
  30. Conference Proceedings
    Meta-Reinforcement Learning for Adaptive Control of Second Order Systems
    , , , , ,
    In Proceedings of the 7th International Symposium on Advanced Control of Industrial Processes (AdCONIP). 2022 [PDF] [Video]
  31. Journal Paper
    Causal Discovery based on Observational Data and Process Knowledge in Industrial Processes
    , , , , , , ,
    Industrial & Engineering Chemistry Research. 2022 [PDF]
  32. Conference Proceedings
    Soft Sensor Change Point Detection and Root Cause Analysis
    , , , ,
    Society of Instrument and Control Engineers (SICE) Annual Conference, Kumamoto, Japan (To Appear). 2022 [PDF] [Slides]
  33. Journal Paper
    Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach
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    Journal of Process Control. 2022 [PDF]
  34. Conference Proceedings
    Online Capacity Estimation of Lithium-ion Batteries by Partial Incremental Capacity Curve
    , , , ,
    Proceedings of the 19th IEEE Vehicle Power and Propulsion Conference (To Appear). 2022 [PDF]
  35. Journal Paper
    Elucidation of the Mechanistic Aspects of Chemical EOR in Viscous Oil Systems
    , , , , ,
    Journal of Petroleum Science and Engineering. 2022 [PDF]
  36. Journal Paper
    A review on the integrated optimization techniques and machine learning approaches for modeling, prediction, and decision making on integrated energy systems
    , , , , , ,
    Renewable Energy. 2022 [PDF]
  37. Journal Paper
    Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation
    , , , , , , , , , , , , ,
    Nature Communications. 2022 [PDF] [Code]
  38. Conference Proceedings
    Time-Variant Digital Twin Modeling through the Kalman-Generalized Sparse Identification of Nonlinear Dynamics
    , , ,
    In Proceedings of the 2022 American Control Conference (ACC). 2022 [PDF]
  39. Conference Proceedings Young Author Award
    Visual Analytics: A New Paradigm for Process Monitoring
    , ,
    13th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS). 2022 [PDF]
  40. Journal Paper
    Process Monitoring using Domain-Adversarial Probabilistic Principal Component Analysis: A Transfer Learning Framework
    , ,
    IEEE Transactions on Industrial Informatics. 2022 [PDF]
  41. Journal Paper
    Interactive Visualization for Diagnosis of Industrial Model Predictive Controllers with Steady-State Optimizers
    , , ,
    Control Engineering Practice. 2021 [PDF] [Thesis] [Video]
  42. Journal Paper
    Determining the amount of 'green' coke generated when co-processing lipids commercially by fluid catalytic cracking (FCC)
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    Biofuels, Bioproducts and Biorefining. 2021 [PDF]
  43. Journal Paper
    Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning
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    Control Engineering Practice. 2021 [PDF]
  44. Journal Paper
    A Cost Analysis of Mobile and Stationary Pellet Mills for Mitigating Wildfire Costs
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    Journal of Sustainable Bioenergy Systems. 2021 [PDF]
  45. Journal Paper
    Ancillary Impacts of Harvest Residue Pelletization
    , , , , ,
    Journal of Sustainable Bioenergy Systems. 2021 [PDF]
  46. Journal Paper
    Identifying Indicator Species in Ecological Habitats using Deep Optimal Feature Learning
    , ,
    PLOS ONE. 2021 [PDF] [Code]
  47. Journal Paper
    Visualization of Multiscale Ring Formation in a Rotary Kiln
    , , , , ,
    Nordic Pulp and Paper Research Journal. 2021 [PDF] [Code]
  48. Journal Paper
    Representation Learning and Predictive Classification: Application with an Electric Arc Furnace
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    Computers & Chemical Engineering. 2021 [PDF]
  49. Conference Proceedings Keynote Presentation
    A Meta-Reinforcement Learning Approach to Process Control
    , , , ,
    In Proceedings of the 16th IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM 2021). 2021 [PDF] [Slides] [Video] [arXiv]
  50. Conference Proceedings
    Learning Physics Based Models of Lithium-ion Batteries
    , ,
    In Proceedings of the 16th IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM 2021). 2021 [PDF]
  51. Journal Paper
    Model-Plant Mismatch Detection for Cross-directional Processes
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    ISA Transactions. 2021 [PDF]
  52. Conference Proceedings NeurIPS Spotlight
    Almost Surely Stable Deep Dynamics
    , , ,
    In Proceedings of Advances in Neural Information Processing Systems 33 (NeurIPS 2020). 2020 [PDF] [Code] [Poster] [Video] [arXiv]
  53. Journal Paper
    Data-driven Dynamic Inferential Sensors Based on Causality Analysis
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    Control Engineering Practice. 2020 [PDF]
  54. Journal Paper
    A Tractable Approximation for Stochastic MPC and Application to Mechanical Pulping Processes
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    Computers & Chemical Engineering. 2020 [PDF] [Thesis]
  55. Conference Proceedings
    Process Analytics And Machine Learning to Predict Arc Loss In An Electric Arc Furnace
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    In proceedings of the 59th Conference of Metallurgists. 2020 [PDF] [Video]
  56. Conference Proceedings
    Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey
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    In Proceedings of the 21st IFAC World Congress. 2020 [PDF] [Supplementary Info]
  57. Conference Proceedings
    Deep Neural Network Approximation of Nonlinear Model Predictive Control
    ,
    In Proceedings of the 21st IFAC World Congress. 2020 [PDF] [Slides] [Video]
  58. Conference Proceedings
    Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem
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    In Proceedings of the 21st IFAC World Congress. 2020 [PDF] [Video] [arXiv]
  59. Conference Proceedings
    Reinforcement Learning based Design of Linear Fixed Structure Controllers
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    In Proceedings of the 21st IFAC World Congress. 2020 [PDF] [Video] [arXiv]
  60. Journal Paper
    A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy
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    Industrial & Engineering Chemistry Research. 2020 [PDF]
  61. Journal Paper
    Support vector machine approach for model-plant mismatch detection
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    Computers & Chemical Engineering. 2020 [PDF]
  62. Journal Paper
    Effects of cysteine, asparagine or glutamine limitations in CHO cell batch and fed‐batch cultures
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    Biotechnology Progress. 2020
  63. Journal Paper
    A Comparison of Clustering and Prediction Methods for Identifying Key Chemical–Biological Features Affecting Bioreactor Performance
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    Processes. 2019 [PDF] [Code]
  64. Journal Paper
    Identification of symmetric noncausal processes: Cross-directional modeling of paper machines
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    Automatica. 2019 [PDF]
  65. Journal Paper
    Systematic development of a new variational autoencoder model based on uncertain data for monitoring nonlinear processes
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    IEEE Access. 2019 [PDF]
  66. Journal Paper Top 10% Most Downloaded
    Towards Self-Driving Processes: A Deep Reinforcement Learning Approach to Control
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    AIChE Journal. 2019 [PDF]
  67. Journal Paper
    An economic model predictive control framework for mechanical pulping processes
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    Control Engineering Practice. 2019 [PDF]
  68. Journal Paper
    Design and application of a database-driven PID controller with data-driven updating algorithm
    , ,
    Industrial & Engineering Chemistry Research. 2019 [PDF]
  69. Journal Paper
    Data-Driven Dynamic Modeling and Online Monitoring for Multiphase and Multimode Batch Processes with Uneven Batch Durations
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    Industrial & Engineering Chemistry Research. 2019 [PDF]
  70. Journal Paper
    Development and Characterization of a Non-Intrusive Sensor to Measure Wear in Centrifugal Pumps
    , , , ,
    IEEE Sensors Journal. 2019 [PDF]
  71. Journal Paper
    Univariate model-based deadband alarm design for nonlinear processes
    ,
    Industrial & Engineering Chemistry Research. 2019 [PDF]
  72. Journal Paper
    Machine Direction Adaptive Control on a Paper Machine
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    Industrial & Engineering Chemistry Research. 2019 [PDF]
  73. Conference Proceedings
    Intelligent Processes: Leveraging the Data Revolution for Decision and Control

    In proceedings of AIChE Spring Meeting and 15th Global Congress on Process Safety. 2019
  74. Conference Proceedings
    Assessment of Simplifications to a Pseudo–2D Electrochemical Model of Li-ion Batteries
    , ,
    In Proceedings of the 12th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS 2019).
    pp. 946-951. 2019
    [PDF]
  75. Journal Paper
    Locality preserving discriminative canonical variate analysis for fault diagnosis
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    Computers & Chemical Engineering. 2018 [PDF]
  76. Journal Paper
    Application of neural networks for optimal-setpoint design and MPC control in biological wastewater treatment
    , , ,
    Computers & Chemical Engineering. 2018 [PDF]
  77. Journal Paper
    Deep learning of complex batch process data and its application on quality prediction
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    IEEE Transactions on Industrial Informatics. 2018 [PDF]
  78. Journal Paper
    Sparse canonical variate analysis approach for process monitoring
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    Journal of Process Control. 2018 [PDF]
  79. Journal Paper
    A switching strategy for adaptive state estimation
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    Signal Processing. 2018 [PDF]
  80. Conference Proceedings
    An Efficient Model Based Control Algorithm for the Determination of an Optimal Control Policy for a Constrained Stochastic Linear System
    , , ,
    In Proceedings of the 10th ADCHEM Conference, Shengyang, China.
    pp. 590-595. 2018
    [PDF]
  81. Conference Proceedings Invited Paper
    Pattern and Knowledge Extraction using Process Data Analytics: A Tutorial
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    In Proceedings of the 10th ADCHEM Conference, Shengyang, China.
    pp. 13-18. 2018
    [Code]
  82. Conference Proceedings Invited Paper
    A Deep Learning Architecture for Predictive Control
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    In Proceedings of the 10th ADCHEM Conference, Shenyang, China.
    pp. 512-517. 2018
    [PDF]
  83. Conference Proceedings
    State of Health Estimation for Lithium-Ion Batteries
    , , , ,
    In Proceedings of the 10th ADCHEM Conference, Shenyang, China.
    pp. 661-665. 2018
    [PDF]
  84. Patent
    Model-plant mismatch detection using model parameter data clustering for paper machines or other systems
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    US Patent App. 15. 2018
  85. Patent
    Model-plant mismatch detection with support vector machine for cross-directional process behavior monitoring
    , , , , ,
    US Patent App. 15. 2018
  86. Patent
    Closed-loop model parameter identification techniques for industrial model-based process controllers
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    US Patent App. 15. 2018
  87. Journal Paper
    Optimization of sawmill residues collection for bioenergy production
    , ,
    Applied Energy. 2017 [PDF]
  88. Journal Paper
    A quantile-based scenario analysis approach to biomass supply chain optimization under uncertainty
    , , ,
    Computers & Chemical Engineering. 2017 [PDF]
  89. Conference Proceedings
    Fault identification with modified reconstruction-based contribution based on kernel principal component analysis
    , ,
    In proceedings of 11th Asian Control Conference (ASCC). 2017
  90. Journal Paper
    Design and assessment of delay timer alarm systems for nonlinear chemical processes
    , ,
    AIChE Journal. 2017 [PDF]
  91. Conference Proceedings
    Noncausal modeling and closed-loop optimal input design for cross-directional processes of paper machines
    , , , , , , ,
    American Control Conference.
    pp. 2837-2842. 2017
    [PDF] [Slides]
  92. Journal Paper
    A switching strategy for adaptive state estimation
    , , ,
    Signal Processing. 2017 [PDF]
  93. Conference Proceedings
    A Constrained k-means and Nearest Neighbor Approach for Route Optimization: With an application to the Bale Collection
    , ,
    In Proceedings of IFAC World Congress.
    pp. 12125-12130. 2017
  94. Conference Proceedings
    Model-Plant Mismatch Detection with Support Vector Machines
    , , , , , , , , , ,
    In Proceedings of IFAC World Congress.
    pp. 7993-7998. 2017
  95. Conference Proceedings
    Deep Reinforcement Learning Approaches for Process Control
    , , ,
    In Proceedings of ADCONIP.
    pp. 201-206. 2017
    [PDF]
  96. Patent
    Optimal closed-loop input design for identification of flat sheet process models
    , , , , ,
    US Patent App. 15. 2017
  97. Journal Paper
    Performance assessment of cross-directional control for paper machines
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    IEEE Transactions on Control Systems Technology. 2016
  98. Journal Paper
    State of charge estimation in Li-ion batteries: A particle filter approach
    , , ,
    Journal of Power Sources, 331.
    pp. 208 – 223. 2016
  99. Journal Paper
    Particle filtering without tears: A primer for beginners
    , ,
    Computers & Chemical Engineering. 2016
  100. Journal Paper
    Regularized maximum likelihood estimation of sparse stochastic monomolecular biochemical reaction networks
    , , , , ,
    Computers & Chemical Engineering, 90(7).
    pp. 111 – 120. 2016
  101. Journal Paper
    LIONSIMBA — A Matlab framework based on a finite volume model suitable for Li-ion battery design, simulation, and control
    , , , ,
    Journal of The Electrochemical Society, 163(7).
    pp. 4536 – 4541. 2016
    [PDF] [Code]
  102. Journal Paper
    Performance assessment of cross-direction control for paper machines
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    IEEE Transactions on Control Systems in Technology. 2016 [PDF]
  103. Journal Paper
    A Novel Self-Administered Method for Assessing Insulin Sensitivity in Diabetic Patients
    , ,
    Journal of Medical and Biological Engineering. 2016 [PDF]
  104. Conference Proceedings
    Multi-objective Economic Model Predictive Control of Mechanical Pulping Processes
    , , , ,
    In Proceedings of the 55th IEEE Conference on Decision and Control, Las Vegas, USA.
    pp. 4040-4045. 2016
  105. Conference Proceedings
    Blood Glucose Regulation in Type II Diabetes Using Predictive Control Strategy with Asymmetric Objective Function and Soft Constraints
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    In Proceedings of the 2nd Global Conference on Biomedical Engineering, Taipei, Taiwan. 2016
  106. Conference Proceedings
    Model-based fault detection of glucose-insulin system
    , ,
    In proceedings of American Control Conference, Boston, USA.
    pp. 3994 – 3999. 2016
  107. Conference Proceedings
    Robust model based delay timer alarm for nonlinear processes

    In proceedings of American Control Conference, Boston, USA.
    pp. 2989 – 2994. 2016
  108. Conference Proceedings
    Economic nonlinear model predictive control for thermo-mechanical pulping processes
    , , , , ,
    In proceedings of American Control Conference, Boston, USA.
    pp. 1796 – 1801. 2016
  109. Conference Proceedings
    A Transfer Entropy Method to Quantify Causality in Stochastic Nonlinear Systems
    , , , ,
    In proceedings of 11th International Symposium on Dynamics and Control of Process Systems (DYCOPS), Trondheim, Norway.
    pp. 454 – 459. 2016
  110. Conference Proceedings Invited Paper
    Economic optimization of sawmill residues collection for bioenergy conversion
    , ,
    In proceedings of 11th International Symposium on Dynamics and Control of Process Systems (DYCOPS), Trondheim, Norway.
    pp. 857 – 862. 2016
    [PDF] [Slides]
  111. Conference Proceedings
    Real-time model predictive control for the optimal charging of a lithium-ion battery
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    In proceedings of the American Control Conference, Chicago, IL, USA. 2015
  112. Journal Paper
    A comprehensive compartmental model of blood glucose regulation for healthy and type II diabetic subjects
    , , ,
    Medical and Biological Engineering and Computing. 2015 [PDF]
  113. Journal Paper
    Impact of model plant mismatch on performance of control systems: An application to paper machine control
    , , , , ,
    Control Engineering Practice. 2015
  114. Journal Paper
    Detection of abnormalities in type II diabetic patients using particle filters
    , , ,
    Journal of Medical and Biological Engineering. 2015
  115. Conference Proceedings Invited Paper
    Robust optimization of competing biomass supply chains under feedback uncertainty
    , , ,
    In proceedings of International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, Canada.
    pp. 1223 – 1228. 2015
  116. Conference Proceedings
    Moving horizon predictive input design for closed loop identification
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    In proceedings of International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, Canada.
    pp. 135 – 140. 2015
  117. Conference Proceedings
    Model predictive control in industry: Challenges and opportunities
    , , ,
    In proceedings of International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, Canada.
    pp. 532 – 539. 2015
  118. Conference Proceedings
    Overload detection in semi-autogenous grinding: A nonlinear process monitoring approach
    ,
    In proceedings of International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, Canada.
    pp. 961 – 966. 2015
  119. Conference Proceedings
    A novel algorithm for model-plant mismatch detection for model predictive controllers
    , , ,
    In proceedings of International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, Canada.
    pp. 747 – 753. 2015
  120. Conference Proceedings
    Evaluation of treatment regimens for blood glucose control in type II diabetic patients using mathematical modeling
    , , , ,
    In proceedings of 34th Chinese Control Conference, Nanjing, China.
    pp. 8519 – 8524. 2015
  121. Conference Proceedings
    Cross-directional controller performance monitoring for paper machines
    , , , , , , ,
    In proceedings of American Control Conference, Chicago, USA.
    pp. 4970 – 4975. 2015
  122. Conference Proceedings
    Detecting model-plant mismatch without external excitation
    , , , , , , ,
    In proceedings of American Control Conference, Chicago, USA.
    pp. 4976 – 4981. 2015
  123. Journal Paper
    Assessment of type II diabetes mellitus using irregularly sampled measurements with missing data
    , , , , ,
    Bioprocess and Biosystems Engineering. 2014
  124. Journal Paper
    Increased CHO cell fed-batch monoclonal antibody production using the autophagy inhibitor 3-MA or gradually increasing osmolality
    , , , , , , , ,
    Biochemical Engineering Journal. 2014
  125. Journal Paper
    A Moving Horizon Approach to Input Design for Closed Loop Identification
    , ,
    Journal of Process Control. 2014
  126. Journal Paper Invited Paper
    Performance assessment, diagnosis, and optimal selection of non-linear state filters
    , , ,
    Journal of Process Control. 2014
  127. Journal Paper
    Nonlinear Process Monitoring Using Supervised Locally Linear Embedding Projection
    , , , , ,
    Industrial and Engineering Chemistry Research. 2014
  128. Journal Paper
    Robust Level Control of a Dry-Surge Ore Pile
    , , , , ,
    Canadian Journal of Chemical Engineering. 2014
  129. Conference Proceedings
    Sensitivity of MIMO Controller Performance to Model-Plant Mismatch with Applications to Paper Machine Control
    , , , , , ,
    In Proceedings of IEEE Multi Conference on Systems and Control. 2014
  130. Conference Proceedings Keynote Presentation
    An Algorithm for Optimal Charging of Li-ion Batteries Using a Single Particle Model
    ,
    In Proceedings of the 5th International Symposium on Advanced Control of Industrial Processes, Hiroshima, Japan. 2014
  131. Conference Proceedings
    Fault Isolation Based on General Observer Scheme in Stochastic Nonlinear State-Space Models Using Particle Filters
    , , ,
    In Proceedings of the 5th International Symposium on Advanced Control of Industrial Processes, Hiroshima, Japan.
    pp. 537 – 542. 2014
  132. Conference Proceedings
    Alarm Design for Nonlinear Stochastic Systems
    , , ,
    In Proceedings of the 11th World Congress on Intelligent Control and Automation, Shenyang, China. 2014
  133. Conference Proceedings
    Sensitivity of Controller Performance Indices to Model-Plant Mismatch: An Application to Paper Machine Control
    , , , , , ,
    In Proceedings of American Control Conference (ACC), Portland, USA.
    pp. 3506 – 3511. 2014
  134. Conference Proceedings
    Sparse Identification in Chemical Master Equations for Monomolecular Reaction Networks
    , , , , ,
    In Proceedings of American Control Conference (ACC), Portland, USA.
    pp. 3698 – 3703. 2014
  135. Journal Paper
    Use of Molecular Dynamics for the Refinement of an Electrostatic Model for the In Silico Design of a Polymer-Based Antidote for the Anticoagulant Fondaparinux
    , , ,
    Journal of Medical and Biological Engineering, Vol. 2013, Article ID 487387, 11 pages. 2013
  136. Journal Paper
    A Particle Filter Approach to Approximate Posterior Cramer-Rao Lower Bound: The Case of Hidden States
    , , ,
    IEEE Transactions on Aerospace and Electronic Sytems. 2013
  137. Journal Paper Top 15 most downloaded papers, Apr-Aug 2013
    On simultaneous on-line state and parameter estimation in non-linear state-space models
    , , ,
    Journal of Process Control. 2013
  138. Conference Proceedings Invited Paper
    State of Charge Estimation in Li-ion Batteries Using an Isothermal Pseudo Two Dimensional Model
    ,
    In proceedings of 10th International Symposium on Dynamics and Control of Process Systems (DYCOPS), Mumbai, India.
    pp. 135 – 140. 2013
  139. Conference Proceedings
    A Moving Horizon Approach to Multivariable Input Design in General Linear Systems with Constraints
    , ,
    In proceedings of 10th International Symposium on Dynamics and Control of Process Systems (DYCOPS), Mumbai, India.
    pp. 577 – 582. 2013
  140. Conference Proceedings
    Evaluation of Adaptive State Estimation of Algorithms for State Estimation in Presence of Model-Plant Mismatch
    , , ,
    In proceedings of 10th International Symposium on Dynamics and Control of Process Systems (DYCOPS), Mumbai, India.
    pp. 184 – 189. 2013
  141. Conference Proceedings
    A Comparison of Moving Horizon and Bayesian State Estimators with an Application to a pH Process
    , , ,
    In proceedings of 10th International Symposium on Dynamics and Control of Process Systems (DYCOPS), Mumbai, India.
    pp. 160 – 165. 2013
  142. Conference Proceedings Best Presentation Award
    Bayesian Idnetification of Non-linear State-space Models: Part I – Input Design
    , , ,
    In proceedings of 10th International Symposium on Dynamics and Control of Process Systems (DYCOPS), Mumbai, India.
    pp. 631 – 636. 2013
  143. Conference Proceedings
    Optimal Control and State Estimation of Lithium-ion Batteries Using Reformulated Models
    , , , , ,
    In proceedings of American Control Conference, Washington DC, USA.
    pp. 5350 – 5355. 2013
  144. Conference Proceedings
    Constrained Dual Ensemble Kalman Filter for State and Parameter Estimation
    , , , ,
    In proceedings of American Control Conference, Washington D.C., USA.
    pp. 3093 – 3098. 2013
  145. Journal Paper Invited Paper
    Fault Detection and Isolation in Stochastic Non-linear State-Space Models Using Particle Filters
    , , ,
    Control Engineering Practice. 2012
  146. Journal Paper Invited Paper
    Nonlinear Bayesian State Estimation: Review and Recent Trends
    , , , , ,
    Control Engineering Practice. 2012
  147. Journal Paper
    A Feedback Glucose Control Strategy for Type II Diabetes Mellitus Based on Fuzzy Logic
    , , , , ,
    Canadian Journal of Chemical Engineering. 2012
  148. Journal Paper
    Parameter Estimation under Hidden Variables: An Application to a Biotech Process
    , , , , ,
    Canadian Journal of Chemical Engineering.
    pp. 690 – 702. 2012
  149. Conference Proceedings
    Performance Assessment of Nonlinear State Filters
    , ,
    In proceedings of International Symposium on Advanced Control of Chemical Processes (ADCHEM), Singapore.
    pp. 371 – 376. 2012
  150. Journal Paper
    Characterization of gas–solid fluidization: A comparative study of acoustic and pressure signals
    , , , , , ,
    Powder Technology.
    pp. 200 – 210. 2011
  151. Journal Paper
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  152. Journal Paper
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  153. Journal Paper
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  156. Conference Proceedings
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  158. Conference Proceedings
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  159. Conference Proceedings
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    pp. 60 – 65. 2011
  160. Conference Proceedings
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    pp. 450 – 455. 2011
  161. Conference Proceedings
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    pp. 349 – 352. 2011
  162. Journal Paper
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  164. Conference Proceedings
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    pp. 575 – 580. 2010
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  166. Conference Proceedings
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  168. Journal Paper
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    pp. 489 – 494. 2009
  170. Conference Proceedings
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    pp. 804 – 809. 2009
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  175. Conference Proceedings
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    pp. 335 – 340. 2008
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    pp. 6478 – 6483. 2008
  178. Journal Paper
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  180. Conference Proceedings
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    pp. 203 – 209. 2006
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  189. Journal Paper
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  190. Journal Paper
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  191. Journal Paper
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  192. Conference Proceedings
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    pp. 159-165. 2003
  193. Conference Proceedings
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    pp. 271-276. 2003
  194. 2002 | Scroll up

  195. Conference Proceedings
    Bias Distribution in MPC Relevant Identification
    , ,
    In proceedings of International Federation of Automatic Control (IFAC) World Congress, Barcelona, Spain.
    pp. 2196-2201. 2002
  196. Conference Proceedings Best Paper in Session Award
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    pp. 2713-2718. 2002
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    pp. 303-308. 2002
  198. Conference Proceedings
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    In proceedings of Asian Control Conference, Singapore.
    pp. 501-506. 2002