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Peter Vanrolleghem publications

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International journals with peer review

Villez, K., Corominas, L. and Vanrolleghem, P. A. (2020) A general-purpose method for Pareto optimal placement of flow rate and concentration sensors in networked systems - With application to wastewater treatment plants. Computers Chem. Computers Chem. Eng. , 139, doi:10.1016/j.compchemeng.2020.106880

Blumensaat, F., Leitão, J., Ort, C., Rieckermann, J., Scheidegger, A., Vanrolleghem, P. A. and Villez, K. (2019) How urban storm- and wastewater management prepares for emerging opportunities and threats: Digital transformation, ubiquitous sensing, new data sources, and beyond - A horizon scan. Environ. Sci. Technol., 53, 8488-8498.

Regmi, P., Stewart, H., Amerlinck, Y., Arnell, M., García, J., Johnson, B., Maere, T., Miletic, I., Miller, M., Rieger, L., Samstag, R., Santoro, D., Schraa, O., Snowling, S., Takács, I., Torfs, E., Van Loosdrecht, M., Vanrolleghem, P. A., Villez, K., Volcke, E., Weijers, S., Grau, P., Jimenez, J. and Rosso, D. (2019) The future of WWRF modelling - Outlook and challenges. Wat. Sci. Tech., 79, 3-14.

Villez, K., Corominas, L. and Vanrolleghem, P. A. (2016) Optimal flow sensor placement on wastewater treatment plants. Wat. Res., 101, 75-83.

Villez, K., Rosén, C., Anctil, F., Duchesne, C. and Vanrolleghem, P. A. (2013) Qualitative representation of trends (QRT): Extended method for identification of consecutive inflection points. Computers Chem. Eng., 48, 187-199.

Corominas, L., Villez, K., Aguado, D., Rieger, L., Rosen, C. and Vanrolleghem, P. A. (2010) Performance evaluation of fault detection methods for wastewater treatment processes. Biotechnol. Bioeng., 108, 333-344.

Rieger, L., Takács, I., Villez, K., Siegrist, H., Lessard, P., Vanrolleghem, P. A. and Comeau, Y. (2010) Data reconciliation for wastewater treatment plant simulation studies - Planning for high-quality data and typical sources of errors. Wat. Environ. Res., 82, 426-433.

Villez, K., Rosen, C., D'hooge, E. and Vanrolleghem, P. A. (2010) Online phase length optimization for a sequencing batch reactor by means of the Hotelling's T2 statistic. Ind. Eng. Chem. Res., 49, 180-188.

Belia, E., Amerlinck, Y., Benedetti, L., Johnson, B., Sin, G., Vanrolleghem, P. A., Gernaey, K., Gillot, S., Neumann, M., Rieger, L., Shaw, A. and Villez, K. (2009) Wastewater treatment modelling: Dealing with uncertainties. Wat. Sci. Tech., 60(8), 1929-1941.

Villez, K., Ruiz, M., Sin, G., Colomer, J., Rosen, C. and Vanrolleghem, P. A. (2008) Combining Multiway Principal Component Analysis (MPCA) and clustering for efficient data mining of historical data sets of SBR processes. Wat. Sci. Tech., 57(10), 1659-1666.

Villez, K., Rosen, C., Anctil, F., Duchesne, C. and Vanrolleghem, P. A. (2008) Qualitative representation of trends: An alternative approach to process diagnosis and control. Wat. Sci. Tech., 57(10), 1525-1532.

Yoo, C., Villez, K., Van Hulle, S. and Vanrolleghem, P. A. (2008) Enhanced process monitoring for wastewater treatment systems. Environmetrics, 19, 602-617.

Villez, K., Pelletier, G., Rosen, C., Anctil, F., Duchesne, C. and Vanrolleghem, P. A. (2007) Comparison of two wavelet-based tools for data mining of urban water networks time series. Wat. Sci. Tech., 56(6), 57-64.

Yoo, C., Villez, K., Lee, I. B., Rosen, C. and Vanrolleghem, P. A. (2007) Multi-model statistical process monitoring and diagnosis of a sequencing batch reactor. Biotechnol. Bioeng., 96, 687-701.

Sin, G., Villez, K. and Vanrolleghem, P. A. (2006) Application of a model-based optimisation methodology for nutrient removing SBRs leads to falsification of the model. Wat. Sci. Tech., 53(4-5), 95-103.

Yoo, C., Villez, K., Lee, I. B. and Vanrolleghem, P. A. (2006) Multivariate nonlinear statistical process control of a sequencing batch reactor. J. Chem. Eng. Japan, 39, 43-51.

Yoo, C., Villez, K., Lee, I. B., Van Hulle, S. and Vanrolleghem, P. A. (2006) Sensor validation and reconciliation for a partial nitrification process. Wat. Sci. Tech., 53(4-5), 513-521.

Van Hulle, S., Van Den Broeck, S., Maertens, J., Villez, K., Donckels, B., Schelstraete, G., Volcke, E. and Vanrolleghem, P. A. (2005) Construction, start-up and operation of a continuously aerated laboratory-scale SHARON reactor in view of coupling with an Anammox reactor. Water SA, 31, 327-334.

Book

Villez, K., Vanrolleghem, P. A. and Rosen, C. (2010) Data-driven analysis of sequencing batch reactors: Multivariate and qualitative data analysis of a wastewater treatment process. Lambert Academic Publishing, Saarbécken, Germany. ISBN 978-3-8383-9545-6. pp. 317.

Conference proceedings

Rieckermann, J., Blumensaat, F., Leitão, J., Ort, C., Scheidegger, A., Vanrolleghem, P. A. and Villez, K. (2018) Frontiers in urban drainage - How will ubiquitous sensing change urban drainage management? In: Proceedings 11th International Conference on Urban Drainage Modelling (UDM2018). Palermo, Italy, September 23-26 2018.

Villez, K., Vanrolleghem, P. A. and Corominas, L. (2015) Optimizing observability and redundancy by means of globally optimal measurement selection. In: Proceedings 9th International IWA Symposium on Systems Analysis and Integrated Assessment (WATERMATEX2015). Gold Coast, Australia, June 14-17 2015.

Villez, K., Vanrolleghem, P. A. and Corominas, L. (2015) Sensor placement by means of deterministic global optimization. In: Proceedings New Developments in IT & Water Conference. Rotterdam, The Netherlands, February 8-10 2015.

Villez, K., Vanrolleghem, P. A. and Corominas, L. (2013) Sensor fault detection and diagnosis based on bilinear mass balances in wastewater treatment systems. In: Proceedings 11th IWA Conference on Instrumentation, Control and Automation (ICA2013). Narbonne, France, September 18-20 2013.

Corominas, L., Villez, K., Aguado, D., Rieger, L., Rosen, C. and Vanrolleghem, P. A. (2009) Evaluation of fault-detection strategies performance in wastewater treatment processes. In: Proceedings 10th IWA Conference on Instrumentation, Control and Automation (ICA2009). Cairns, Australia, June 14-17 2009. (on CD-ROM).

Ruiz, M., Villez, K., Sin, G., Colomer, J. and Vanrolleghem, P. A. (2006) Influence of scaling and unfolding in PCA based monitoring of nutrient removing batch process. In: Proceedings 6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (Safeprocess2006). Beijing, China, August 29-September 1 2006. (on CD-ROM).

Villez, K., Lee, D., Rosen, C. and Vanrolleghem, P. A. (2006) Comparison of linear and non-linear PLS methods for soft-sensing of an SBR for nutrient removal. In: Proceedings Summit on Environmental Modelling and Software (iEMSs2006). Burlington, Vermont, USA, July 9-12 2006. (on CD-ROM).

Villez, K., Rosen, C., Van Hulle, S., Yoo, C. and Vanrolleghem, P. A. (2005) On-line dynamic monitoring of the SHARON process for sustainable nitrogen removal from wastewater. In: Proceedings 15th European Symposium on Computer Aided Process Engineering (ESCAPE15). Barcelona, Spain, May 29 - June 1 2005. 1297-1302.

Villez, K., Rosen, C., Volcke, E., Yoo, C. and Vanrolleghem, P. A. (2005) PLS-based supervisory control of the Single Reactor High Activity Ammonia Removal Over Nitritre (SHARON) process. In: Proceedings 2nd IWA Conference on Instrumentation, Control and Automation (ICA2005). Busan, Korea, May 29 - June 2 2005.

Yoo, C., Villez, K., Lee, C., Lee, I. B. and Vanrolleghem, P. A. (2004) Nonlinear multivariate statistical monitoring of a sequencing batch reactor (SBR). In: Proceedings 6th International Symposium on Systems Analysis and Integrated Assessment in Water Management (WATERMATEX2004). Beijing, China, November 3-5 2004. 233-243.

Van Hulle, S., Van Den Broeck, S., Maertens, J., Villez, K., Schelstraete, G., Volcke, E. and Vanrolleghem, P. A. (2003) Practical experiences with start-up and operation of a continuously aerated lab-scale SHARON reactor. In: Proceedings 16th Forum Applied Biotechnology. Comm. Agri. Appl. Biol. Sci., 68/2(a), 77-84.

National and international journals

Villez, K. and Vanrolleghem, P. A. (2008) Het 1ste IWA/WEF Wastewater Treatment Modelling Seminar (WWTmod2008): Een nieuwe start. Afvalwaterwetenschap, 7(4), 83-85. (in Dutch).

Nopens, I., Villez, K., Rieger, L. and Vanrolleghem, P. A. (2007) Monitoring the water cycle: State of the art and future needs. IWA Yearbook 2007, 33-36.

Volcke, E., Villez, K., Van Hulle, S. and Vanrolleghem, P. A. (2004) Wat met rejectiewater? Afvalwaterwetenschap, 3(4), 301-318.

Poster without corresponding publication

Villez, K., Vanrolleghem, P. A. and Corominas, L. (2013) Structural observability and redundancy classification for sensor networks in wastewater systems. Poster presented at the 11th IWA Conference on Instrumentation, Control and Automation (ICA2013). Narbonne, France, September 18-20 2013.

Sin, G., Villez, K. and Vanrolleghem, P. A. (2006) Model-based optimisation and monitoring of N&P removing SBR operation. Lecture held at the SBR Workshop 2006. Firenze, Italy, January 26 2006.

Vanrolleghem, P. A., Villez, K. and Sin, G. (2006) Potential and limitations of white and black-box modelling concepts for process optimization of SBR wastewater treatment. Lecture held at École Polytechnique. Montreal, Canada, February 22 2006.

Vanrolleghem, P. A., Villez, K. and Sin, G. (2005) Adaptive modelling of SBRs and effects of model-based optimization on the actual SBR performance. Lecture held at the Advanced Wastewater Management Centre. Brisbane, Australia, March 31 2005.

Faculty of Science and Engineering - Université Laval
Peter Vanrolleghem - Department of civil engineering and water engineering - Pavillon Adrien-Pouliot - 1065, Médecine avenue, Office 2974
Québec (Québec) - Canada - G1V 0A6 - Telephone : +1-418-656-5085 Email : peter.vanrolleghem@gci.ulaval.ca

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Leduc, S.
Lee, C.
Lee, D.S.
Lee, I.-B.
Lee, J.-M.
Leitão, J.P.
Lema, J.M.
Lemaire, P.
Lemeur, R.
Lequeux, G.
Lequeux, G.J.
Leray, E.
Lesage, E.
Lespy Labaylette, L.
Lessard, P.
Le Thu, T.
Li, F.
Li, Y.
Liard, I.
Lidén, G.
Liessens, J.
Lievens, K.
Lindblom, E.
Liu, J.
Liu, X.
Lizarralde, I.
Llinas, P.
Locatelli, F.
Loccufier, M.
Loos, S.
Lopez, L.
Lopez Teruel, J.
Lorente Picón, M.
Love, N.G.
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Lundin, E.
Lutignier, C.
Luyten, D.
Lynggaard-Jensen, A.
Lévesque, E.
López Teruel, J.
Madry, M.M.
Maere, T.
Maertens, J.
Maes, K.
Maffei, D.
Maglionico, M.
Mahieu, K.
Mahmoodian, M.
Majewsky, M.
Malandin, P.
Malisse, K.
Manjarres, A.
Mannaerts, R.
Mannina, G.
Mark, O.
Marsili-Libelli, S.
Martin, C.
Martinez, J.A.
Martí, C.
Martí, M.C.
Maruéjouls, T.
Maschio, N.
Mashego, M.
Massone, A.
Matamoros, D.
Matthies, M.
Matthys, C.
McCall, A.-K.
Mc Carthy, D.
McInnis, M.
Meers, E.
Meesschaert, B.D.
Meirlaen, J.
Mejías, C.
Melcer, H.
Mendez, R.
Mendez-Pampin, R.
Mendoza Grubert, D.
Mergeay, M.
Mesta, K.
Metcalfe, C.
Michaud, A.R.
Michels, E.
Mikkelsen, P.S.
Miletic, I.
Milhau, C.
Miller, M.
Milleri, C.
Mingneau, C.
Mir Florit, M.
Modig, T.
Moerman, O.
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