Kris Villez

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Topics

Parameter Optimization

Detect Anomalies

Top Venues

Comput. Chem. Eng.

Environ. Model. Softw.

Reliab. Eng. Syst. Saf.

Publications

Dhrubajit Chowdhury, Kris Villez
Qualitative trend analysis based on a mixed-integer representation. Comput. Chem. Eng. 170 (2023)
Stefania Russo, Andy Disch, Frank Blumensaat, Kris Villez
Anomaly Detection using Deep Autoencoders for in-situ Wastewater Systems Monitoring Data. CoRR (2020)
Kris Villez, Peter A. Vanrolleghem, Lluís Corominas
A general-purpose method for Pareto optimal placement of flow rate and concentration sensors in networked systems - With application to wastewater treatment plants. Comput. Chem. Eng. 139 (2020)
Kris Villez, Dario Del Giudice, Marc B. Neumann, Jörg Rieckermann
Accounting for erroneous model structures in biokinetic process models. Reliab. Eng. Syst. Saf. 203 (2020)
Stefania Russo, Moritz Lürig, Wenjin Hao, Blake Matthews, Kris Villez
Active learning for anomaly detection in environmental data. Environ. Model. Softw. 134 (2020)
Lluís Corominas, Manel Garrido-Baserba, Kris Villez, Gustaf Olsson, Ulises Cortés, Manel Poch
Transforming data into knowledge for improved wastewater treatment operation: A critical review of techniques. Environ. Model. Softw. 106 (2018)
Alma Masic, Sriniketh Srinivasan, Julien Billeter, Dominique Bonvin, Kris Villez
Shape constrained splines as transparent black-box models for bioprocess modeling. Comput. Chem. Eng. 99 (2017)
Christian M. Thürlimann, Kris Villez
Input estimation as a qualitative trend analysis problem. Comput. Chem. Eng. 107 (2017)
Kris Villez, Jonathan Habermacher
Shape anomaly detection for process monitoring of a sequencing batch reactor. Comput. Chem. Eng. 91 (2016)
Alma Masic, Kai M. Udert, Kris Villez
Global parameter optimization for biokinetic modeling of simple batch experiments. Environ. Model. Softw. 85 (2016)
Kris Villez, Christian Rosen, François Anctil, Carl Duchesne, Peter A. Vanrolleghem
Qualitative Representation of Trends (QRT): Extended method for identification of consecutive inflection points. Comput. Chem. Eng. 48 (2013)
Kris Villez, Raghunathan Rengaswamy
A generative approach to qualitative trend analysis for batch process fault diagnosis. ECC (2013)
Kris Villez, Venkat Venkatasubramanian, Raghunathan Rengaswamy
Generalized shape constrained spline fitting for qualitative analysis of trends. Comput. Chem. Eng. 58 (2013)
Kris Villez, Babji Srinivasan, Raghunathan Rengaswamy, Shankar Narasimhan, Venkat Venkatasubramanian
Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system. Comput. Chem. Eng. 35 (5) (2011)