Castelletti, A., Cominola, A., Facchini, A., Giuliani, M., Fraternali, P., Herrera, S., Melenhorst, M., Micheel, I., Novak, J., Pasini, C., Rizzoli, A.E., Rottondi, C. Gamified approaches for Water Management Systems: an Overview. In Water Smart Grids – A Cyber- Physical Approach, CRC Press, 2017. [read online]
  • Cominola, A., Giuliani, M., Castelletti, A., Rosenberg, D. E., and Abdallah, A. M., 2018. Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management. Environmental Modelling & Software, 102, 199-212. [read online]
  • Rizzoli, A.E., Castelletti, A., Fraternali, P., Novak, J., 2018. Demo Abstract: SmartH2O, demonstrating the impact of gamification technologies for saving water, Computer Science Research and Development, 33, 275, Springer. [read online]
  • Stewart, R. A., Nguyen, K., Beal, C., Zhang, H., Sahin, O., Bertone, E., Silva Vieira, a., Castelletti, A., Cominola, A., Giuliani, M., Giurco, D., Blumenstein, M., Turner, A., Liu, A., Kenway, S., Savic, D., Makropoulos, C., Kossier, P., 2018. Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider. Environmental Modelling & Software, 105, 94-117. [read online]
  • J. Novak, M. Melenhorst, I. Micheel, C. Pasini, P. Fraternali, and A.E. Rizzoli. 2018. Integrating behavioural change and gamified incentive modelling for stimulating water saving. Environmental Modelling & Software, 102, 120-137. [read online]
  • Lopez-Nicolas, A., M. Pulido-Velazquez, C. Rougé, J. J. Harou and A. Escriva-Bou, 2018. Design and assessment of an efficient and equitable dynamic urban water tariff. Application to the city of Valencia, Spain. Environmental Modelling & Software, 101, 137-145. [read online]
  • Marzano, R., C. Rougé, P. Garrone, L. Grilli, J. J. Harou and M. Pulido-Velazquez, 2018. Determinants of the price response to residential water tariffs: Meta-analysis and beyond. Environmental Modelling & Software, 101, 236-248. [read online]
  •  Rougé, C., J. J. Harou, M. Pulido-Velazquez, E. S. Matrosov, P. Garrone, R. Marzano, A. Lopez-Nicolas, A. Castelletti and A.-E. Rizzoli, 2018. Assessment of Smart-Meter-Enabled Dynamic Pricing at Utility and River Basin Scale. Journal of Water Resources Planning and Management, 144(5),  04018019.
  • Knox, S., Meier, P., Yoon, J. & Harou, J., 2018. A Python Framework for Multi-Agent Simulation of Networked Resource Systems. Environmental Modelling & Software, 103,16-28. [read online]
  • Cominola, A., Spang, E. S., Giuliani, M., Castelletti, A., Lund, J. R., & Loge, F. J., 2018. Segmentation analysis of residential water-electricity demand for customized demand-side management programs. Journal of Cleaner Production, 172, 1607-1619. [read online]
  • Andrea Cominola, Matteo Giuliani, Dario Piga, Andrea Castelletti, Andrea Emilio Rizzoli, 2017A Hybrid Signature-based Iterative Disaggregation algorithm for Non-Intrusive Load Monitoring. Applied Energy, 185,  331-344, 2017. [read online]
  • Dario Piga, Andrea Cominola, Matteo Giuliani, Andrea Castelletti and Andrea Emilio Rizzoli, 2016. Sparse Optimization for Automated Energy End Use Disaggregation. IEEE Transactions on Control Systems Technology, vol. 24, no. 3, pp. 1044-1051, doi: 10.1109/TCST.2015.2476777  [read online]
  • Cominola, A., Giuliani, M., Piga, D., Castelletti, A., Rizzoli, A.E., 2015. Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review. Environmental Modelling & Software, 72, 198-214. [read online]
  • Joan-Carles Guardiola-Herrero, 2015. SmartH2O: Plataforma TIC basada en la computación social que promueve la gestión eficiente del consumo de agua (SmartH2O: ICT platform based on social computing that promotes sustainable water consumption). Revista Técnica de Medio Ambiente (RETEMA), vol. 186, pp. 42-48, ISSN 1130-9881. [read online]



  • Novak, J., Melenhorst, M., Micheel, I., Pasini, C., Fraternali, P., Rizzoli, A.E., 2016. Behaviour change and incentive modelling for water saving: first experiences from the SmartH2O project. Proceedings of the 8th International Congress on Environmental Modelling and Software – iEMSs 2016, Toulouse (France) [download].
  • Cominola, A., Moro, A., Riva, L., Giuliani, M., Castelletti, A., 2016. Profiling residential water users’ routines by eigenbehavior modelling. Proceedings of the 8th International Congress on Environmental Modelling and Software – iEMSs 2016, Toulouse (France) [download].
  • Cominola, A., Giuliani, M., Castelletti, A., Abdallah, A.M., Rosenberg, D.E., 2016. Developing a stochastic simulation model for the generation of residential water end-use demand time series. Proceedings of the 8th International Congress on Environmental Modelling and Software – iEMSs 2016, Toulouse (France) [download].
  • Giuliani M., Mossina, J., 2016. Reducing the Intrusiveness of Energy and Water End-Use Disaggregation via Social Media and Users Interactions. In Proceedings of the workshops of the Tenth International AAAI Conference on Web and Social Media Social Web for Environmental and Ecological Monitoring, Cologne (Germany) [download].
  • Cominola, A., Giuliani, M., Castelletti, A., Lund, J. R., 2016. Advancing residential water management by smart metering and data intensive modelling of consumers’ behaviors. In California Water and Environmental Modeling Forum (CWEMF) 2016 Annual Meeting Session Abstracts, 11-13 April, Folsom Lake (California).
  • Rottondi, C. and Verticale, G., 2016. Enabling Privacy in a Gaming Framework for Smart Electricity and Water Grids. In 2nd International Workshop on Cyber-Physical Systems for Smart Water Networks (CySWater 2016), 11 April, Vienna (Austria).
  • Cominola, A., Giuliani, M., Castelletti, A., Piga, D., and Rizzoli, A.E., 2015. Modeling and managing urban water demand through smart meters: Benefits and challenges from current research and emerging trends. In AGU Fall Meeting, 12-16 December, San Francisco (California). [watch presentation]
  • Fraternali, P., Baroffio, G., Pasini, C., Galli, L., Micheel, I., Novak, J., Rizzoli, A.E., 2015. Integrating real and digital games with data analytics for water consumption behavioral change: a demo, Proc. of IEEE Utility and Cloud Computing 2015 (UCC 2015), Limassol, Cyprus; 12/2015.
  • Cominola, A., 2015. SmartH2O: an integrated platform coupling smart water meters with ICT and data intensive modeling to support residential water management. In Proceedings of the 2nd Int. Electron. Conf. Sens. Appl., 15–30 November 2015; Sciforum Electronic Conference Series, Vol. 2, 2015 , P001; doi:10.3390/ecsa-2-P001. [watch presentation]
  • Micheel, I., Novak, J., Fraternali, P., Baroffio, G., Castelletti, A., Rizzoli, A.E., 2015. Visualizing & Gamifying Water & Energy Consumption for Behavior Change. Workshop on Fostering Smart Energy Applications (FSEA) 2015 at Interact 2015, Bamberg, Germany. [watch presentation]
  • Padula, S.,  Harou, J., Marzano, R., Garrone, P., PulidoVelázquez, M., Castelletti, A., Rizzoli, A. E., Giuliani, M., Cominola, A., 2015. Could smart-meter enabled dynamic pricing schemes lower water demands?. Workshop on Managing Water Demand at University College London, London, UK.
  • Galli, L., Fraternali, P., Pasini, C., Baroffio, G., Diniz dos Santos, A., Acerbis, R., Riva, V., 2015. A gamification framework for customer engagement and sustainable water usage promotion. In Proceedings of IAHR World Congress, 28 June-3 July, The Hague, NL.
  • Cominola, A., Giuliani, M., Piga, D., Castelletti, A., Rizzoli, A.E., 2015. Modeling residential water consumers’ behaviors by feature selection and feature weighting. In Proceedings of IAHR World Congress, 28 June-3 July, The Hague, NL.
  • Piga, D., Cominola, A., Giuliani, M., Castelletti, A., Rizzoli, A.E., 2015. A convex optimization approach for automated water and energy end use disaggregation. In Proceedings of IAHR World Congress, 28 June-3 July, The Hague, NL. [watch presentation]
  • Guardiola-Herrero, J.C., Castillo-Soria, J., Barba-Sevillano, J., González-Carbonell, V.,Pérez-Palomar J.J., 2015. Management of water supply services through integral operation based on advanced Smart Metering schemes. In Proceedings of The 13th IWA Leading Edge Conference on Water and Wastewater Technologies, June 13 -16, Jerez de la Frontera, Spain.
  • Cominola, A., Giuliani, M., Piga, D., Castelletti, A., Rizzoli, A.E., 2015. The SmartH2O platform: advancing residential water management by smart metering and data intensive modeling of consumers’ behaviors. In: World Environmental & Water Resources Congress (ASCE EWRI 2015), May 17-21, Austin, Texas, USA. [download poster]
  • Cominola, A., Nanda, R., Giuliani, M., Piga, D., Castelletti, A., Rizzoli, A.E., Maziotis, A., Garrone, P., Harou, J.J., 2014. The SmartH2O project: a platform supporting residential water management through smart meters and data intensive modeling. In: 2014 AGU Fall Meeting, December 15-19, San Francisco, California, USA. [watch presentation]
  • Harou, J.J., Garrone, P.,  Rizzoli, A R. E., Maziotis, A., Castelletti, A., Fraternali, P., Novak, J., Wissmann-Alves, R. , Ceschi, P.A., 2014. Smart metering, water pricing and social media to stimulate residential water efficiency: opportunities for the SmartH2O project. In: Proceedings of 16th Conference on Water Distribution System Analysis, WDSA 2014, July, Bari, Italy [download]
  • Rizzoli, A.E., Castelletti, A., Cominola, A., Fraternali, P., Diniz dos Santos, A., Storni, B., Wissmann-Alves, R., Bertocchi, M., Novak, J.,  Micheel, I. , 2014. The SmartH2O project and the role of social computing in promoting efficient residential water use: a first analysis. In: Ames, D.P., Quinn, N.W.T., Rizzoli, A.E. (Eds.), Proceedings of the 7th International Congress on Environmental Modelling and Software, June 15-19, San Diego, California, USA. ISBN: 978-88-9035-744-2 [download]