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2020 – today
- 2023
[j12]Dhrubajit Chowdhury, Kris Villez
:
Qualitative trend analysis based on a mixed-integer representation. Comput. Chem. Eng. 170: 108109 (2023)- 2020
- [j11]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: 106880 (2020) - [j10]Stefania Russo, Moritz Lürig, Wenjin Hao, Blake Matthews, Kris Villez:
Active learning for anomaly detection in environmental data. Environ. Model. Softw. 134: 104869 (2020) - [j9]Kris Villez, Dario Del Giudice, Marc B. Neumann, Jörg Rieckermann:
Accounting for erroneous model structures in biokinetic process models. Reliab. Eng. Syst. Saf. 203: 107075 (2020) - [i1]Stefania Russo, Andy Disch, Frank Blumensaat, Kris Villez:
Anomaly Detection using Deep Autoencoders for in-situ Wastewater Systems Monitoring Data. CoRR abs/2002.03843 (2020)
2010 – 2019
- 2018
- [j8]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: 89-103 (2018) - 2017
- [j7]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: 96-105 (2017) - [j6]Christian M. Thürlimann, Kris Villez:
Input estimation as a qualitative trend analysis problem. Comput. Chem. Eng. 107: 333-342 (2017) - 2016
- [j5]Kris Villez, Jonathan Habermacher:
Shape anomaly detection for process monitoring of a sequencing batch reactor. Comput. Chem. Eng. 91: 365-379 (2016) - [j4]Alma Masic, Kai M. Udert, Kris Villez:
Global parameter optimization for biokinetic modeling of simple batch experiments. Environ. Model. Softw. 85: 356-373 (2016) - 2013
- [j3]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: 187-199 (2013) - [j2]Kris Villez, Venkat Venkatasubramanian, Raghunathan Rengaswamy:
Generalized shape constrained spline fitting for qualitative analysis of trends. Comput. Chem. Eng. 58: 116-134 (2013) - [c1]Kris Villez, Raghunathan Rengaswamy:
A generative approach to qualitative trend analysis for batch process fault diagnosis. ECC 2013: 1958-1963 - 2011
- [j1]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): 806-816 (2011)
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