Kris Villez

According to our database, Kris Villez authored at least 14 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Qualitative trend analysis based on a mixed-integer representation.

Dhrubajit Chowdhury, Kris Villez

Comput. Chem. Eng., February, 2023

2020

Accounting for erroneous model structures in biokinetic process models.

Kris Villez, Dario Del Giudice, Marc B. Neumann, Jörg Rieckermann

Reliab. Eng. Syst. Saf., 2020

Active learning for anomaly detection in environmental data.

Stefania Russo, Moritz Lürig, Wenjin Hao, Blake Matthews, Kris Villez

Environ. Model. Softw., 2020

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

Stefania Russo, Andy Disch, Frank Blumensaat, Kris Villez

CoRR, 2020

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

Kris Villez, Peter A. Vanrolleghem, Lluís Corominas

Comput. Chem. Eng., 2020

2018

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

Lluís Corominas, Manel Garrido-Baserba, Kris Villez, Gustaf Olsson, Ulises Cortés, Manel Poch

Environ. Model. Softw., 2018

2017

Input estimation as a qualitative trend analysis problem.

Christian M. Thürlimann, Kris Villez

Comput. Chem. Eng., 2017

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

Alma Masic, Sriniketh Srinivasan, Julien Billeter, Dominique Bonvin, Kris Villez

Comput. Chem. Eng., 2017

2016

Global parameter optimization for biokinetic modeling of simple batch experiments.

Alma Masic, Kai M. Udert, Kris Villez

Environ. Model. Softw., 2016

Shape anomaly detection for process monitoring of a sequencing batch reactor.

Kris Villez, Jonathan Habermacher

Comput. Chem. Eng., 2016

2013

Generalized shape constrained spline fitting for qualitative analysis of trends.

Kris Villez, Venkat Venkatasubramanian, Raghunathan Rengaswamy

Comput. Chem. Eng., 2013

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

Kris Villez, Christian Rosen, François Anctil, Carl Duchesne, Peter A. Vanrolleghem

Comput. Chem. Eng., 2013

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

Kris Villez, Raghunathan Rengaswamy

Proceedings of the 12th European Control Conference, 2013

2011

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

Kris Villez, Babji Srinivasan, Raghunathan Rengaswamy, Shankar Narasimhan, Venkat Venkatasubramanian

Comput. Chem. Eng., 2011