Hydrology and water management

Neural network modeling

  1. N. Valentin et T. Denoeux. Modélisation du procédé de coagulation en traitement d'eau potable à l'aide de réseaux de neurones artificiels In Actes des 14èmes Journées Information Eaux, Tome 1, pages 23-(1-11), Poitiers, 13-15 septembre 2000.
  2. T. J. Böhme, N. Valentin, C. S. Cox and T. Denoeux. Comparison of autoassociative neural networks and Kohonen maps for signal failure detection and reconstruction. In C. H. Dagli et al., editors, Intelligent Engineering Systems through Artificial Neural Networks 9 (Proc. of ANNIE'99), pages 637-644, ASME Press, Saint-Louis, 1999. pdf
  3. N. Valentin, F. Fotoohi and T. Denoeux. Modeling of coagulant dosing in a water treatment plant. Proc. of EANN'99, pages 165-170, Warsaw, September 1999. pdf
  4. N. Valentin, T. Denoeux and F. Fotoohi. A hybrid neural network based system for optimization of coagulant dosing in a water treatment plant. Proceedings of IJCNN'99, Washington D.C., July 1999. IEEE. pdf
  5. N. Gong, T. Denoeux and J.-L. Bertrand-Krajewski. Assessment of neural networks for solid transport modeling in sewer systems. 7th International Conference on Urban Storm Drainage, volume 2, pages 869-874, Hannover, September 9-13, 1996.
  6. N. Gong, X. Ding, T. Denoeux, M. Clément and J.-L. Bertrand-Krajewski. Stormnet: A neural network model for flow and pollutant transport in sewer systems during wet weather. In Water Environment Federation Specialty Conference, Urban wet weather pollution : controlling sewer overflows and stormwater runoff, Quebec City, Canada, June 16-19, 1996.
  7. T. Trautmann and T. Denoeux. Comparison of dynamic feature map models for environmental monitoring. In Proceedings of ICNN'95, volume 1, pages 73-78, Perth, November 1995. IEEE. postscript
  8. T. Trautmann, M. Clément, T. Denoeux and T. Wittig. Application of intelligent techniques to river quality monitoring. In Proceedings of EUFIT'95, vol. 3, pages 1603-1609, Aachen, August 1995.
  9. N. Gong, T. Denoeux and J.-L. Bertrand-Krajewski. Neural networks for solid transport modeling in sewer systems during storm events. In Proceedings of the IAWQ Int. Conf. on sewer solids - Characteristics, movement, effect and control, Dundee, Scotland, September 1995.
  10. N. Gong, X. Ding, and T. Denoeux. Urban storm water pollution forecasting using recurrent neural networks. In A. B. Bulsari and S. Kallio (Eds), Engineering Applications of Artificial Neural Networks (Proc. of the International Conference EANN'95), pages 307-314, Helsinski, August 1995. Finnish Artificial Intelligence Society.
  11. T. Trautmann and T. Denoeux. A constructive algorithm for S.O.M. applied to water quality monitoring. In C. H. Dagli, B. R. Fernández, J. Ghosh, and R. T. S. Kumara, editors, Intelligent Engineering Systems through artificial neural networks Vol. 4, pages 17-22. ASME Press, New-York, 1994.
  12. T. Denoeux, R. Sobral, and J.-F. Depierre. Détection de fuites dans un réseau de distribution d'eau potable par comparaison entre les consommations prévues et mesurées. In Colloque sur le rendement des réseaux d'eau, pages 191-200, Strasbourg, France, June 1991. AGHTM. pdf
  13. T. Denoeux, R. Sobral, T. Langlois, and A. Bruchet. Interprétation de pyrochromatogrammes par réseaux de neurones artificiels. In Convention IA 91, pages 383-399, Paris, 1991. Hermès.

Radar hydrology

  1. X. Ding, T. Denoeux, and F. Helloco. Tracking rain cells in radar images using multilayer neural networks. In S. Gielen and B. Kappen, editors, Proceedings of ICANN'93, pages 962-967. Springer-Verlag, London, 1993.
  2. T. Denoeux, T. Einfalt, and G. Jacquet. On the evaluation of radar rainfall forecasts. In I. D. Cluckie and C. G. Collier, editors, Hydrological Applications of Weather Radar, pages 349-358, New-York, 1991. Ellis Horwood.
  3. T. Einfalt and T. Denoeux. Never expect a perfect forecast. In I. D. Cluckie and C. G. Collier, editors, Hydrological Applications of Weather Radar, pages 452-458, New-York, 1991. Ellis Horwood.
  4. T. Einfalt, T. Denoeux, and G. Jacquet. The development of the SCOUT II.0 rainfall forecasting method. In I. D. Cluckie and C. G. Collier, editors, Hydrological Applications of Weather Radar, pages 359-367, New-York, 1991. Ellis Horwood.
  5. H. Andrieu, J. D. Creutin, G. Delrieu, T. Denoeux, and G. Jacquet. Evaluation of French national weather service radar network by hydrologist research. In C. G. Collier and M. Chapuis, editors, Weather Radar Networking. Seminar on COST Project 73, pages 492-496, Dordrecht, September 1990. Commission of the European Communities, Kluwer Academic Publishers.
  6. T. Denoeux, T. Einfalt, and G. Jacquet. Reliability of radar rainfall forecasts. In Proceedings of the International Conference on Topical Problems in Urban Drainage and in Industrial Plant Systems, pages 73-75, Strbské Pleso, April 1989. Dom Techniky CSVTS.
  7. T. Einfalt and T. Denoeux. Utilisation d'images radar en prévision de pluie. In Reconnaissance des Formes et Intelligence Artificielle, pages 467-472, Antibes, Novembre 1987. AFCET, Dunod.
  8. T. Denoeux, G. Jacquet, and T. Einfalt. Introduction of a weather radar as an operational tool. In Proceedings of the Fourth Conference on Urban Storm Drainage, Topics in Urban Storm Water Quality, Planning and Management, pages 289-290, Lausanne, August 1987. IAHR.
  9. T. Einfalt and T. Denoeux. Radar rainfall forecasting for real time control of a sewer system. In Proceedings of the Fourth Conference on Urban Storm Drainage, Topics in Urban Drainage Hydraulics and Hydrology, pages 47-48, Lausanne, August 1987. IAHR.
  10. G. Jacquet, H. Andrieu, and T. Denoeux. About radar rainfall measurement. In Proceedings of the Fourth Conference on Urban Storm Drainage, Topics in Urban Drainage Hydraulics and Hydrology, pages 25-30, Lausanne, August 1987. IAHR.
  11. G. Jacquet, T. Einfalt, T. Denoeux, H. Andrieu, and P. David. Principes d'évaluation des méthodes de mesure et de prévision de pluie par radar en hydrologie urbaine. In Eau et Informatique, pages 67-75, Paris, Mai 1986. Presses de l'Ecole Nationale des Ponts et Chaussées.

Other water management applications

  1. C. Mkireb, A. Dembele, A. Jouglet and T. Denoeux. A linear programming approach to optimize demand response for water systems under water demands uncertainties. IEEE 2018 International Conference on Smart Grids and Clean Energy Technologies, pp. 206-211, 29 May-1 June, Kuala Lumpur, Malaysia, 2018. pdf Best paper award
  2. C. Mkireb, Abel Dembele, A. Jouglet and T. Denoeux. Scheduling Demand Response on the French Spot Power Market for Water Distribution Systems by Optimizing the Pump Scheduling. In Proceedings of the 13th Workshop on Models and Algorithms for Planning and Scheduling Problems (MAPSP 2017), pages 172-174, Seeon-Seebruck, Germany, June 12-16, 2017. pdf
  3. S. Maquiné de Souza, T. Denoeux, Y. Grandvalet. Recycling experiments for sludge monitoring in waste water treatment plants. IEEE International Conference on Systems, Man and Cybernetics, 2004, The Hague, The Netherlands, October 10-13 2004. pdf
  4. S. Maquiné de Souza, Y. Grandvalet, T. Denoeux. Monitoring of a sludge dewatering equipment by image classification. Wavelet Applications in Industrial Processing II, Proceedings of SPIE, volume 5607, pages 34-45, Philadelphia, Pennsylvania, October 2004. pdf
  5. S. Populaire, T. Denoeux. Combining expert knowledge with data based on belief function theory: an application in waste water treatment. 2002 IEEE International Conference on Systems, Man and Cybernetics, Hammamet, Tunisie, October 6-9, 2002. pdf
  6. S. Populaire, J. Blanc, T. Denoeux, P. Ginestet, A. Mpe A Guilikeng. Fusion of Expert Knowledge with Data using Belief Functions: a case study in wastewater treatment. 5th International Conference on Information Fusion, Annapolis, Maryland, USA, 7-11 July 2002. pdf
  7. S. Populaire, T. Denoeux. Estimation of pollution solubility in wastewater by Fusion of Expert Knowledge with Data using the Belief Functions Theory. STarting Artificial Intelligence Researchers Symposium (STAIRS) 2002, Lyon, France, 22- 24 juillet 2002. pdf
  8. F. Fotoohi et T. Denoeux. Outils de surveillance et de gestion de l'eau et de l'environnement. In Actes du 2ème Symposium International Québec-Paris “La réhabilitation et l'aménagement des cours d'eau en milieu urbain”, pages 37-49, Paris, 18-20 octobre 2000, AGHTM.