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TU Berlin

Inhalt des Dokuments

Journal papers

2020

M. Roidt, C. M. Chini, A.S. Stillwell, and A. Cominola, 2020. Unlocking the Impacts of COVID-19 Lockdowns: Changes in Thermal Electricity Generation Water Footprint and Virtual Water Trade in Europe, Environmental Science & Technology Letters, Article ASAP, DOI: 10.1021/acs.estlett.0c00381.

M. Zounemat-Kermani, E. Matta, A. Cominola, X. Xia, Q. Zhang, Q. Liang, and R. Hinkelmann, R. (2020). Neurocomputing in Surface Water Hydrology and Hydraulics: A Review of Two Decades Retrospective, Current Status and Future ProspectsJournal of Hydrology, 125085.

2019

A. Cominola, K. Nguyen, M. Giuliani, R. A. Stewart, H. R. Maier, and A. Castelletti, 2019. Data mining to uncover heterogeneous water use behaviors from smart meter data, Water Resources Research, 55, 9315-9333.

2018

S. Bizzi, A. Cominola, E. Mason, A. Castelletti, and K. Paik, 2018. Multicriteria optimization model to generate on-DEM optimal channel networks, Water Resources Research, 54, 5727–5740.

R. Stewart, K. Nguyen, C. Beal, H. Zhang, O. Sahin, E. Bertone, A. Silva Vieira, A. Castelletti, A. Cominola, M. Giuliani, D. Giurco, M. Blumenstein, A. Turner, S. Kenway, D. Savic, C. Makropoulos, P. Kossieris, and A. Liu, 2018. Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider, Environmental Modelling and Software, 105, 94-117.

A. Cominola, M. Giuliani, A. Castelletti, D.E. Rosenberg, and A.M. Abdallah, 2018. Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management, Environmental Modelling and Software, 102, 199-212.

A. Cominola, E. Spang, M. Giuliani, A. Castelletti, J. Lund, and F. Loge, 2018. Segmentation analysis of residential water-electricity demand for customized demand-side management programs, Journal of Cleaner Production, 172, 1607 - 1619.

2017

A. Cominola, M. Giuliani, A. Castelletti, and A. E. Rizzoli, 2017. A Hybrid Signature-based Iterative Disaggregation algorithm for Non-Intrusive Load Monitoring, Applied Energy, 185(1), 331-344.

2016

M. Giuliani, Y.Li, A. Cominola, S. Denaro, E. Mason, and A. Castelletti, 2016. A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems, Environmental Modelling and Software, 85, 293-298.

D. Piga, A. Cominola, M. Giuliani, A. Castelletti, and A. E. Rizzoli, 2016. Sparse Optimization for Nonintrusive Appliance Load Monitoring, IEEE Transactions on Control Systems Technology, 24(3), 1044-1051.

2015 

A. Cominola, M. Giuliani, D. Piga, A. Castelletti, and A. E. Rizzoli, 2015. Benefits and challenges of using smart meters for advancing residential water demand modelling and management: a review, Environmental Modelling and Software, 72, 198-214. 

     

Book chapters

2018

A. Castelletti, A. Cominola, A. Facchini, M. Giuliani, P. Fraternali, S. Herrera, M. Melenhorst, I. Micheel, J. Novak, C. Pasini, A.E. Rizzoli, and C. Rottondi. Gamified approaches for Water Management Systems: an Overview, To appear in “Water Smart Grids - A Cyber-physical Approach” edited by Prof. Panagiotis Tsakalides, Dr. Athanasia Panousopoulou, Dr. Grigorios Tsagkatakis and Dr. Luis Montestruque, CRC Press, Taylor & Francis Group, 2nd quarter 2018.

Conference publications

2020

F. Fiedler, A. Cominola, and S. Lucia. Economic nonlinear predictive control of water distribution networks based on surrogate modeling and automatic clustering. Submitted to the 21st IFAC World Congress, Berlin, DE, 12-17 July 2020. (accepted)

A. Cominola, F. Fiedler, I. Daniel, and S. Lucia. Deep-learning techniques to enable efficient optimization and control of water distribution networks. In 2020 World Environmental and Water Resources Congress (EWRI 2020), Henderson, NV (USA), 17-21 May 2020. (oral accepted. Cancelled due to COVID

A. Cominola, M. P. Becker, and R. Taormina. Benchmarking machine learning algorithms for Non-Intrusive Water Monitoring. In 2020 EGU General Assembly, Vienna, AUT, 3-8 May 2020. (PICO)

2019

A. Cominola, M. Giuliani, A. Castelletti, P. Fraternali, A. Rizzoli, and J. C. Guardiola Herrero. Water saving tips, peer pressure, and gamification: long-term behavior change and rebound effects from a long experimental trial. In 2019 AGU Fall Meeting, San Francisco CA, USA, 9-13 December 2019. (poster

K. Nguyen, R. A. Stewart, O. Sahin, E. Bertone, C. Beal, A. Cominola, H. Zhang, and A. Silva Vieira. Digital multi-utility data for contemporaneous water-electricity-gas end use categorization. In the 3rd International Conference on Smart Grid and Smart Cities (ICSGSC 2019), University of California, Berkeley, CA, USA, 25-28 June 2019.

B. Fishbain and A. Cominola. Combining water network models and machine learning methods in adaptive network models for resilient water infrastructure systems. In 2019 World Environmental and Water Resources Congress (EWRI 2019), Pittsburgh, PA (USA), 19-23 May 2019. (oral

A. Cominola, K. Nguyen, M. Giuliani, R. A. Stewart, H. R. Maier, and A. Castelletti. Data-driven behavioural modelling of smart meter data to identify end-use determinants of residential water use. In 2019 EGU General Assembly, Vienna, AUT, 7-12 April 2019. (PICO

R. Taormina, A. Cominola, M. Giuliani, S. Galelli, and A. Castelletti. Development of a demand- and network-based tool for automatic detection of post meter leakages. In 2019 EGU General Assembly, Vienna, AUT, 7-12 April 2019. (PICO

2018

L. Preiss, M. A. Thyer, H. R. Maier, P. Prevos, R. Stewart, A. Castelletti, and A. Cominola. What lies behind household water consumption? A framework and review of heterogeneous determinants of household water consumption. In 2018 AGU Fall Meeting, Washington DC, USA, 10-14 December 2018. (oral

A. Cominola, A. Castelletti, M. Giuliani, K.Nguyen, and R. A. Stewart. Are urban water distribution systems ”smart”? A roadmap of R&D priorities towards a digital transformation of utilities. In 2018 IWA World Water Congress & Exhibition, Tokyo, J, 16-21 September 2018.

A. Cominola, M. Giuliani, R. Taormina, S. Galelli, and A. Castelletti. Automatic detection of post meter leakages enables reduced water losses and costs for urban residential water users. In 2018 IWA World Water Congress & Exhibition, Tokyo, J, 16-21 September 2018. (oral)

A. Cominola, M. Giuliani, and A. Castelletti. An information extraction-based approach to estimate residential water- related energy from single-point smart meter data. In 9th International Congress on Environmental Modelling and Software (iEMSs 2018), Fort Collins, CO - USA, 24-28 June 2018. (oral

A. Cominola, M. Giuliani, A. Castelletti, D. E. Rosenberg, and A. M. Abdallah. Can data from intelligent water meters inform water demand modelling and management accurately, feasibly, and cost-effectively?. In 2018 EGU General Assembly, Vienna, AUT, 8-13 April 2018. (PICO)

A. Cominola, E. Spang, M. Giuliani, A. Castelletti, J. Lund, and F. Loge. Segmentation analysis of hourly water and electricity use in Southern California to support demand-side management programs. In 2018 EGU General Assembly, Vienna, AUT, 8-13 April 2018. (PICO)

A. Cominola, A. Ghetti, and A. Castelletti. Building an open high-resolution residential water end-use dataset with non-intrusive metering, intrusive metering, and water use diaries. In 2018 EGU General Assembly, Vienna, AUT, 8-13 April 2018. (PICO

2017

E. Mason, S. Bizzi, A. Cominola, A. Castelletti, and K. Paik. Exploring 3D optimal channel networks by multiple organizing principles. In 2017 EGU General Assembly, Vienna, AUT, 23-28 April 2017. (oral - highlight as abstract of special interest

2016

A. Cominola, A. Moro, L. Riva, M. Giuliani, and A. Castelletti. Profiling residential water users’ routines by eigenbehavior modelling. In Proceedings of the 8th International Congress on Environmental Modelling and Software (iEMSs 2016), Toulouse, FR, 10-14 July 2016.

A. Cominola, M. Giuliani, A. Castelletti, A. M. Abdallah, and D. E. Rosenberg. Developing a stochastic simulation model for the generation of residential water end-use demand time series. In Proceedings of the 8th International Congress on Environmental Modelling and Software (iEMSs 2016), Toulouse, FR, 10-14 July 2016.

A. Cominola, E. Spang, M. Giuliani, A. Castelletti, F. Loge, and J. Lund. Mining residential water and electricity demand data in Southern California to inform demand management strategies. In 2016 AGU Fall Meeting, San Francisco, CA, 12-16 December 2016. (oral)

M. Giuliani, Y. Li, A. Cominola, S. Denaro, E. Mason, A. Castelletti, and R. Soncini Sessa. M3O: a Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems. In the 8th International Congress on Environmental Modelling and Software (iEMSs 2016), Toulouse, FR, 10-14 July 2016. (oral)

A. Vescovi, D. Piga, A. Cominola, M. Giuliani, A. Castelletti, and A. E. Rizzoli. Online processing of energy and water consumption data to deliver end use characterisation. In the 8th International Congress on Environmental Modelling and Software (iEMSs 2016), Toulouse, FR, 10-14 July 2016. (oral)

C. Rougé, J. Harou, P. Garrone, M. Pulido-Velasquez, R. Marzano, M. Giuliani, A. Cominola, A. Lopez Nicolas, A. Castelletti, and A. E. Rizzoli. Smart meter enabled dynamic pricing of water. In the 8th International Congress on Environmental Modelling and Software (iEMSs 2016), Toulouse, FR, 10-14 July 2016. (oral)

A. Cominola, M. Giuliani, A. Castelletti, E. Spang, and J. Lund. Unveiling residential water consumers’ behavior and profiles through machine learning techniques. In 2016 World Environmental and Water Resources Congress (EWRI 2016), West Palm Beach, FL (USA), 22-26 May 2016. (oral)

M. Giuliani, A. Cominola, A. Alsahaf, A. Castelletti, and M. Anda. Data-driven behavioural modelling of residential water consumption to inform water demand management strategies. In EGU General Assembly Conference Abstracts, vol.10, Vienna (AUT), 17-22 April 2016. (oral)

A. Cominola, M. Giuliani, A. Castelletti, and J. Lund. Advancing residential water management by using smart metering and data intensive modeling of consumers’ behaviours. In California Water and Envronmental Modeling Forum – 2016 Annual Meeting, Folsom, CA (USA), 11-13 April 2016. (poster

2015

A. Cominola, M. Giuliani, D. Piga, A. Castelletti, A. E. Rizzoli, and M. Anda. Modelling residential water consumers’ behaviour by feature selection and feature weighting. In 2015 36th IAHR World Congress Proceedings, Delft - The Hague, NH, 28 June - 3 July 2015.

D. Piga, A. Cominola, M. Giuliani, A. Castelletti, and A. E. Rizzoli. A convex optimization approach for automated water and energy end use disaggregation. In 2015 36th IAHR World Congress Proceedings, Delft - The Hague, NH, 28 June - 3 July 2015.

A. Cominola, M. Giuliani, A. Castelletti, D. Piga, and A. E. Rizzoli. Modelling and managing urban water demand through smart meters: Benefits and challenges from current research and emerging trends. In 2015 AGU Fall Meet- ing, San Francisco, CA, 14-18 December 2015. (oral)

A. Cominola. SmartH2O: a platform integrating smart water meters with ICT and data intensive modelling to support residential water management. In 2nd International Electronic Conference on Sensors and Applications, online, 15 - 30 November 2015. (poster)

A. Cominola, M. Giuliani, D. Piga, A. Castelletti, and A. E. Rizzoli. The SmartH2O platform: advancing residen- tial water management by smart metering and data intensive modeling of consumers’ behaviors. In 2015 World Environmental and Water Resources Congress (EWRI), Austin, TX, 17 - 21 May 2015. (poster

2014

A. E. Rizzoli, A. Castelletti, A. Cominola, P. Fraternali, A. Diniz dos Santos, B. Storni, R. Wissman-Alves, M. Bertocchi, J. Novak, and I. Micheel. The SmartH2O project and the role of social computing in promoting efficient residential water use: a first analysis. In Proceedings of the 7th International Congress on Environmental Modelling and Software (iEMSs), San Diego, CA, 15-19 June 2014.

A. Cominola, R. Nanda, M. Giuliani, A. Castelletti, A. E. Rizzoli, A. Maziotis, P. Garrone, and J. J. Harou. The SmartH2O project: a platform supporting residential water management through smart meters and data intensive modelling. In 2014 AGU Fall Meeting, San Francisco, CA, 15-19 December 2014. (oral) 

V. Vasilescu, A. Cominola, and F. Vigotti. Share for Care. Communication Technologies and Social Inclusion for Empowerment in Guayaquil, Ecuador. In Electronic Proceedings of the 2014 Tech4Dev International Conference, EPFL, Lausanne, 4 - 6 June 2014.

A. Cominola, V. Vasilescu, and F. Vigotti. Share for Care. Tecnologie e inclusione sociale per lo sviluppo dei quartieri informali di Guayaquil, Equador. In Proceedings of the First National Conference promoted and organized by the Center ‘Planning Viable Sustainability with Emerging Regions’ (PVS), Department of Planning, Design, Technology of Architecture (PDTA), Sapienza University of Rome, March 2014. 

2013

S. Bizzi, A. Castelletti, A. Cominola, E. Mason, and K. Paik A multi-objective optimization framework to model 3D river and landscape evolution processes. Geophysical Research Abstracts. Vienna, 07-12 April, vol. 15, 2013. (poster) 

PhD thesis

A. Cominola, Modelling residential water consumers’ behavior. From smart metered data to demand management, PhD Thesis (Supervisor: A. Castelletti), Politecnico di Milano, 2017.

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