Kris Villez

发表

UNFOLD PRINCIPAL COMPONENT ANALYSIS AND FUNCTIONAL UNFOLD PRINCIPAL COMPONENT ANALYSIS FOR ONLINE PLANT STRESS DETECTION

Annelies Baert, Kris Villez, Kathy Steppe, 2015 .

Achieving resilience in critical infrastructures: A case study for a nuclear power plant cooling loop

Raghunathan Rengaswamy, Venkat Venkatasubramanian, Kris Villez, 2010, 2010 3rd International Symposium on Resilient Control Systems.

Bayesian inference for fault-tolerant control

Venkat Venkatasubramanian, Kris Villez, Shankar Narasimhan, 2009, 2009 2nd International Symposium on Resilient Control Systems.

Resilient design of recharging station networks for electric transportation vehicles

Venkat Venkatasubramanian, Kris Villez, Craig Rieger, 2011, 2011 4th International Symposium on Resilient Control Systems.

Multivariate Analysis of Industrial Scale Fermentation Data

Krist V. Gernaey, Gürkan Sin, Kris Villez, 2015 .

Supervisory control based on data-driven model in a SHARON process

유창규, Kris Villez, P. A. Vanrolleghem, 2005 .

Input estimation as a qualitative trend analysis problem

Kris Villez, Christian M. Thürlimann, K. Villez, 2017, Comput. Chem. Eng..

Biokinetic process model diagnosis with shape-constrained spline functions

Kris Villez, Dominique Bonvin, Sriniketh Srinivasan, 2016 .

On-line dynamic monitoring of the SHARON process for sustainable nitrogen removal from wastewater

Ingmar Nopens, ChangKyoo Yoo, Peter A. Vanrolleghem, 2005 .

Functional unfold principal component regression methodology for analysis of industrial batch process data

Krist V. Gernaey, Gürkan Sin, Kris Villez, 2016 .

Resilient control in view of valve stiction: extension of a Kalman-based FTC scheme

Raghunathan Rengaswamy, Venkat Venkatasubramanian, Babji Srinivasan, 2010 .

Qualitative Representation of Trends (QRT): Extended method for identification of consecutive inflection points

Peter A. Vanrolleghem, Kris Villez, François Anctil, 2013, Comput. Chem. Eng..

Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system

Raghunathan Rengaswamy, Venkat Venkatasubramanian, Kris Villez, 2011, Comput. Chem. Eng..

Use of Unfold PCA for on-line plant stress monitoring and sensor failure detection

Kris Villez, Kathy Steppe, Dirk J.W. De Pauw, 2009 .

Qualitative representation of trends (QRT) as a tool for automated data-driven monitoring of on-line sensors

Kris Villez, Leiv Rieger, Benjamin Keser, 2009 .

Comparison of linear and non-linear PLS methods for soft-sensing of an SBR for nutrient removal

Peter A. Vanrolleghem, Kris Villez, C Rosen, 2006 .

Performance evaluation of fault detection methods for wastewater treatment processes

Kris Villez, Peter A Vanrolleghem, Christian Rosén, 2011, Biotechnology and bioengineering.

Influence of Scaling and Unfolding in PCA Based Monitoring of Nutrient Removing Batch Process

Gürkan Sin, Kris Villez, Magda Ruiz, 2007 .

Shape constrained splines as transparent black-box models for bioprocess modeling

Dominique Bonvin, Kris Villez, Sriniketh Srinivasan, 2017, Comput. Chem. Eng..

Energy and process data processing and visualisation for optimising wastewater treatment plants

Kris Villez, Christian M. Thürlimann, David J. Dürrenmatt, 2015 .

Dynamic process monitoring and fault detection in a batch fermentation process

Venkat Venkatasubramanian, Kris Villez, Moisès Graells, 2011 .

Multi‐model statistical process monitoring and diagnosis of a sequencing batch reactor

Kris Villez, In-Beum Lee, Peter A Vanrolleghem, 2007, Biotechnology and bioengineering.

A generative approach to qualitative trend analysis for batch process fault diagnosis

Raghunathan Rengaswamy, Kris Villez, R. Rengaswamy, 2013, 2013 European Control Conference (ECC).

Experimental validation of a resilient monitoring and control system

Kris Villez, Humberto E. Garcia, Wen-Chiao Lin, 2014 .

Probabilistic qualitative analysis for fault detection and identification of an on-line phosphate analyzer

Venkat Venkatasubramanian, Kris Villez, Leiv Rieger, 2012 .

INFLUENCE OF SCALING AND UNFOLDING IN PCA BASED MONITORING OF NUTRIENT REMOVING BATCH PROCESS

Gürkan Sin, Kris Villez, Joan Colomer, 2006 .

Global parameter optimization for biokinetic modeling of simple batch experiments

Kris Villez, Kai M. Udert, Alma Mašić, 2016, Environ. Model. Softw..

Anomaly Detection using Deep Autoencoders for in-situ Wastewater Systems Monitoring Data pdf

Kris Villez, Frank Blumensaat, Stefania Russo, 2020, ArXiv.

Supervisory control of a pilot-scale cooling loop

Venkat Venkatasubramanian, Kris Villez, Craig Rieger, 2011, 2011 4th International Symposium on Resilient Control Systems.

Shape anomaly detection for process monitoring of a sequencing batch reactor

Kris Villez, Jonathan Habermacher, K. Villez, 2016, Comput. Chem. Eng..

A general-purpose method for Pareto optimal placement of flow rate and concentration sensors in networked systems - With application to wastewater treatment plants

Lluís Corominas, Kris Villez, Peter A. Vanrolleghem, 2020, Comput. Chem. Eng..

Incremental Parameter Estimation under Rank-Deficient Measurement Conditions

Dominique Bonvin, Kris Villez, Julien Billeter, 2019, Processes.

RNEDE: Resilient network design environment

Venkat Venkatasubramanian, Arun Giridhar, Kris Villez, 2010, 2010 3rd International Symposium on Resilient Control Systems.

Biokinetic Model Identification via Extents of Reaction

Dominique Bonvin, Kris Villez, Sriniketh Srinivasan, 2016 .

Transforming data into knowledge for improved wastewater treatment operation: A critical review of techniques

Lluís Corominas, Kris Villez, Manel Poch, 2017, Environ. Model. Softw..

Generalized shape constrained spline fitting for qualitative analysis of trends

Raghunathan Rengaswamy, Venkat Venkatasubramanian, Kris Villez, 2013, Comput. Chem. Eng..

Active learning for anomaly detection in environmental data

Kris Villez, Wenjin Hao, Stefania Russo, 2020, Environ. Model. Softw..

Enhanced process monitoring for wastewater treatment systems

ChangKyoo Yoo, Peter A. Vanrolleghem, Kris Villez, 2008 .

Estimation of nitrite in source-separated nitrified urine with UV spectrophotometry.

Kris Villez, Alma Mašić, Bastian Etter, 2015, Water research.

Functional unfold principal component analysis for automatic plant-based stress detection in grapevine.

Annelies Baert, Kris Villez, Kathy Steppe, 2012, Functional plant biology : FPB.

Qualitative trend analysis for process monitoring and supervision based on likelihood optimization: state-of-the-art and current limitations

Kris Villez, 2014 .

Construction, start-up and operation of a continuously aerated laboratory-scale SHARON reactor in view of coupling with an Anammox reactor

Peter A. Vanrolleghem, Kris Villez, Jo Maertens, 2007 .

Extent computation under rank-deficient conditions

Dominique Bonvin, Kris Villez, Julien Billeter, 2017 .

Beyond signal quality: The value of unmaintained pH, dissolved oxygen, and oxidation-reduction potential sensors for remote performance monitoring of on-site sequencing batch reactors.

Kris Villez, Max Maurer, Juan Pablo Carbajal, 2019, Water research.

Qualitative path estimation: A fast and reliable algorithm for qualitative trend analysis

Kris Villez, K. Villez, 2015 .