Hybrid regression model for near real-time urban water demand forecasting BM Brentan, E Luvizotto Jr, M Herrera, J Izquierdo, R Pérez-García Journal of Computational and Applied Mathematics 309, 532-541, 2017 | 220 | 2017 |
Battle of the attack detection algorithms: Disclosing cyber attacks on water distribution networks R Taormina, S Galelli, NO Tippenhauer, E Salomons, A Ostfeld, ... Journal of Water Resources Planning and Management 144 (8), 04018048, 2018 | 195 | 2018 |
Selection and location of Pumps as Turbines substituting pressure reducing valves GM Lima, EL Junior, BM Brentan Renewable Energy 109, 392-405, 2017 | 88 | 2017 |
Hybrid SOM+ k-Means clustering to improve planning, operation and management in water distribution systems B Brentan, G Meirelles, E Luvizotto Jr, J Izquierdo Environmental modelling & software 106, 77-88, 2018 | 56 | 2018 |
Social network community detection for DMA creation: Criteria analysis through multilevel optimization BM Brentan, E Campbell, GL Meirelles, E Luvizotto Jr, J Izquierdo Mathematical Problems in Engineering 2017 (1), 9053238, 2017 | 53 | 2017 |
Optimal design of water supply networks using an energy recovery approach GM Lima, BM Brentan, E Luvizotto Jr Renewable energy 117, 404-413, 2018 | 49 | 2018 |
Joint operation of pressure-reducing valves and pumps for improving the efficiency of water distribution systems B Brentan, G Meirelles, E Luvizotto Jr, J Izquierdo Journal of Water Resources Planning and Management 144 (9), 04018055, 2018 | 46 | 2018 |
Calibration model for water distribution network using pressures estimated by artificial neural networks G Meirelles, D Manzi, B Brentan, T Goulart, E Luvizotto Water Resources Management 31, 4339-4351, 2017 | 43 | 2017 |
Leakage control and energy recovery using variable speed pumps as turbines GM Lima, E Luvizotto Jr, BM Brentan, HM Ramos Journal of Water Resources Planning and Management 144 (1), 04017077, 2018 | 42 | 2018 |
Water quality sensor placement: A multi-objective and multi-criteria approach B Brentan, S Carpitella, D Barros, G Meirelles, A Certa, J Izquierdo Water Resources Management 35, 225-241, 2021 | 38 | 2021 |
Social network community detection and hybrid optimization for dividing water supply into district metered areas BM Brentan, E Campbell, T Goulart, D Manzi, G Meirelles, M Herrera, ... Journal of Water Resources Planning and Management 144 (5), 04018020, 2018 | 37 | 2018 |
Committee machines for hourly water demand forecasting in water supply systems JK Ambrosio, BM Brentan, M Herrera, E Luvizotto Jr, L Ribeiro, ... Mathematical Problems in Engineering 2019 (1), 9765468, 2019 | 36 | 2019 |
Graph convolutional recurrent neural networks for water demand forecasting A Zanfei, BM Brentan, A Menapace, M Righetti, M Herrera Water Resources Research 58 (7), e2022WR032299, 2022 | 35 | 2022 |
Correlation analysis of water demand and predictive variables for short-term forecasting models BM Brentan, G Meirelles, M Herrera, E Luvizotto, J Izquierdo Mathematical Problems in Engineering 2017, 2017 | 34 | 2017 |
District metered area design through multicriteria and multiobjective optimization BM Brentan, S Carpitella, J Izquierdo, E Luvizotto Jr, G Meirelles Mathematical methods in the applied sciences 45 (6), 3254-3271, 2022 | 30 | 2022 |
Novel approach for burst detection in water distribution systems based on graph neural networks A Zanfei, A Menapace, BM Brentan, M Righetti, M Herrera Sustainable Cities and Society 86, 104090, 2022 | 28 | 2022 |
Optimal placement of pressure sensors using fuzzy DEMATEL-based sensor influence J Francés-Chust, BM Brentan, S Carpitella, J Izquierdo, I Montalvo Water 12 (2), 493, 2020 | 28 | 2020 |
A digital twin of a water distribution system by using graph convolutional networks for pump speed-based state estimation CA Bonilla, A Zanfei, B Brentan, I Montalvo, J Izquierdo Water 14 (4), 514, 2022 | 26 | 2022 |
On-line cyber attack detection in water networks through state forecasting and control by pattern recognition BM Brentan, E Campbell, G Lima, D Manzi, D Ayala-Cabrera, M Herrera, ... World Environmental and Water Resources Congress 2017, 583-592, 2017 | 26 | 2017 |
Layout optimization process to minimize the cost of energy of an offshore floating hybrid wind–wave farm J Izquierdo-Pérez, BM Brentan, J Izquierdo, NE Clausen, ... Processes 8 (2), 139, 2020 | 23 | 2020 |