List of works - Tao Chen

A branch and bound method for isolation of faulty variables through missing variable analysis

article by Vinay Kariwala et al published December 2010 in Journal of Process Control

A decision tree based decomposition method for oil refinery scheduling

A measurement and modelling study of hair partition of neutral, cationic and anionic chemicals

scientific article published on 18 December 2017

A spreadsheet calculator for estimating biogas production and economic measures for UK-based farm-fed anaerobic digesters

scientific article published on 31 August 2016

An integrated approach to active model adaptation and on-line dynamic optimisation of batch processes

Auto-Switch Gaussian Process Regression-Based Probabilistic Soft Sensors for Industrial Multigrade Processes with Transitions

Bagging for Gaussian process regression

Bagging for robust non-linear multivariate calibration of spectroscopy

Bayesian linear regression and variable selection for spectroscopic calibration

scientific article published on 17 October 2008

Bayesian migration of Gaussian process regression for rapid process modeling and optimization

Bayesian variable selection for Gaussian process regression: Application to chemometric calibration of spectrometers

Chemometric determination of the length distribution of single walled carbon nanotubes through optical spectroscopy ⬇️

scientific article published on October 6, 2011

Determination of Actual Object Size Distribution from Direct Imaging

Determining the Effect of pH on the Partitioning of Neutral, Cationic and Anionic Chemicals to Artificial Sebum: New Physicochemical Insight and QSPR Model

scientific article published on 14 May 2018

Development of a Two-Dimensional Model for Predicting Transdermal Permeation with the Follicular Pathway: Demonstration with a Caffeine Study

scientific article

Development of high performance catalysts for CO oxidation using data-based modeling

Efficient meta-modelling of complex process simulations with time–space-dependent outputs

Fault Detection in Managed Pressure Drilling Using Slow Feature Analysis

GPR model with signal preprocessing and bias update for dynamic processes modeling

scholarly article by Wangdong Ni et al published December 2012 in Control Engineering Practice

Gaussian process regression with multiple response variables

In Silico Modelling of Transdermal and Systemic Kinetics of Topically Applied Solutes: Model Development and Initial Validation for Transdermal Nicotine

scientific article published on 8 March 2016

Interpretation of non-linear empirical data-based process models using global sensitivity analysis

Investigation of pH effect on cationic solute binding to keratin and partition to hair.

scientific article published on 6 November 2017

Kriging meta-model assisted calibration of computational fluid dynamics models

Mass transfer studies in shallow bubble column reactors

article by Raymond Lau et al published December 2012 in Chemical Engineering and Processing

Mathematical modelling of tumour volume dynamics in response to stereotactic ablative radiotherapy for non-small cell lung cancer.

scientific article published on 17 April 2015

Meta-Model-Based Calibration and Sensitivity Studies of Computational Fluid Dynamics Simulation of Jet Pumps

Meta-modelling for fast analysis of CFD-simulated vapour cloud dispersion processes

Meta-modelling in chemical process system engineering

Mixture Discriminant Monitoring: A Hybrid Method for Statistical Process Monitoring and Fault Diagnosis/Isolation

Model-aided optimization and analysis of multi-component catalysts: Application to selective hydrogenation of cinnamaldehyde

Modelling and Bayesian adaptive prediction of individual patients' tumour volume change during radiotherapy

scientific article

Multiperiod Planning of a PVC Plant for the Optimization of Process Operation and Energy Consumption: An MINLP Approach

Multivariate Calibration of Near Infrared Spectroscopy in the Presence of Light Scattering Effect: A Comparative Study

Multivariate statistical monitoring of two-dimensional dynamic batch processes utilizing non-Gaussian information

Nonlinear process monitoring and fault isolation using extended maximum variance unfolding

On reducing false alarms in multivariate statistical process control

On-line multivariate statistical monitoring of batch processes using Gaussian mixture model

Optimal dosing of cancer chemotherapy using model predictive control and moving horizon state/parameter estimation

scientific article published on 25 June 2012

Optimal replacement policy for safety-related multi-component multi-state systems

Optimizing scheduling of refinery operations based on piecewise linear models

article published in 2015

PID based nonlinear processes control model uncertainty improvement by using Gaussian process model

Patient-reported Outcome Measures in Radiotherapy: Clinical Advances and Research Opportunities in Measurement for Survivorship

scientific article published on 27 September 2015

Penalized Reconstruction-Based Multivariate Contribution Analysis for Fault Isolation

Piecewise Linear Approximation Based MILP Method for PVC Plant Planning Optimization

article published in 2018

Probabilistic contribution analysis for statistical process monitoring: A missing variable approach

scholarly article by Tao Chen & Yue Sun published April 2009 in Control Engineering Practice

QSAR prediction of HIV inhibition activity of styrylquinoline derivatives by genetic algorithm coupled with multiple linear regressions

QSPR predictions of heat of fusion of organic compounds using Bayesian regularized artificial neural networks

scholarly article by Mohammad Goodarzi et al published December 2010 in Chemometrics and Intelligent Laboratory Systems

Quality prediction for polypropylene production process based on CLGPR model

scholarly article by Zhiqiang Ge et al published May 2011 in Control Engineering Practice

RIMER and SA based thermal efficiency optimization for fired heaters

Reconstruction-based multivariate contribution analysis for fault isolation: A branch and bound approach

article by Bo He et al published August 2012 in Journal of Process Control

Refinery scheduling with varying crude: A deep belief network classification and multimodel approach

Response surface methodology using Gaussian processes: Towards optimizing the trans-stilbene epoxidation over Co2+–NaX catalysts

Response surface methodology with prediction uncertainty: A multi-objective optimisation approach

article published in 2012

Response to the discussion of “The effect of parameter uncertainty on achieved safety integrity of safety system”

Revisit of the Wall Effect on the Settling of Cylindrical Particles in the Inertial Regime

article published in 2010

Robust probabilistic PCA with missing data and contribution analysis for outlier detection

Root cause analysis in multivariate statistical process monitoring: Integrating reconstruction-based multivariate contribution analysis with fuzzy-signed directed graphs

Soft-sensing method for optimizing combustion efficiency of reheating furnaces

Statistical Modelling and Analysis of the Aerobic Oxidation of Benzyl Alcohol over K–Mn/C Catalysts

Surface-functionalized TUD-1 mesoporous molecular sieve supported palladium for solvent-free aerobic oxidation of benzyl alcohol

Symptom clusters for revising scale membership in the analysis of prostate cancer patient reported outcome measures: a secondary data analysis of the Medical Research Council RT01 trial (ISCRTN47772397).

scientific article published on 28 March 2017

List of works by Tao Chen