Personal information

Activities

Employment (1)

Universidade Federal de Minas Gerais Escola de Engenharia: Belo Horizonte, Belo Horizonte, BR

2020-03-17 to present | Assistant Professor (EHR)
Employment
Source: Self-asserted source
Bruno Brentan

Education and qualifications (1)

University of Campinas: Campinas, São Paulo, BR

2014-03-01 to 2017-07-17 | PhD (Water Resources Department)
Education
Source: Self-asserted source
Bruno Brentan

Works (38)

Analysis of the impact of leaks and valve maneuvers on pressure transient data in water distribution networks

RBRH
2024 | Journal article
Contributors: Matheus Sant’Anna; Rui Gabriel Souza; Guilherme Prudente; Bruno Brentan; Gustavo Meirelles
Source: check_circle
Crossref

Assessing the Impacts of Failures on Monitoring Systems in Real-Time Data-Driven State Estimation Models Using GCN-LSTM for Water Distribution Networks

Water
2024-12-27 | Journal article
Contributors: Carlos A. Bonilla; Bruno Brentan; Idel Montalvo; David Ayala-Cabrera; Joaquín Izquierdo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Sensor Location for Hydraulic Transient Monitoring and Leakage Location

2024-10-08 | Conference paper
Contributors: Rui Gabriel Souza; Bruno Brentan; Gustavo Meirelles
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Crossref
grade
Preferred source (of 2)‎

Signal Processing and Pattern Recognition for Leak Detection in a Water Distribution Network

Journal of Water Resources Planning and Management
2024-09 | Journal article
Contributors: Daniel Bezerra Barros; Thacio Carvalho Pereira; Gustavo Meirelles; Wilson Fernandes; Bruno Brentan
Source: check_circle
Crossref

Transient Pressure Estimation Using Data-Driven Models: An Approach Based on Ensemble Trees

2024-09-05 | Conference paper
Contributors: Rafael Barreto; Rui Gabriel Souza; Gustavo Meirelles; Bruno Brentan
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Crossref
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Preferred source (of 2)‎

Application of Feedforward Artificial Neural Networks to Predict the Hydraulic State of a Water Distribution Network

2024-09-04 | Conference paper
Contributors: Leandro Evangelista; Débora Móller; Bruno Brentan; Gustavo Meirelles
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Crossref
grade
Preferred source (of 2)‎

Comparative Risk Evaluation of Contaminant Intrusion in Water Distribution Networks via Complex Network Analysis

2024-09-04 | Conference paper
Contributors: Jordana Alaggio; Daniel Bezerra Barros; Bruno Brentan; Gustavo Meirelles
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grade
Preferred source (of 2)‎

Efficient Network Representation: Graph Contraction Strategies in Water Distribution Networks

2024-09-04 | Conference paper
Contributors: Daniel Barros; Jordana Alaggio; Gustavo Meirelles; Bruno Brentan; Edevar Luvizotto
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Crossref
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Preferred source (of 2)‎

Cascade Machine Learning Approach Applied to Short-Term Medium Horizon Demand Forecasting

2024-09-03 | Conference paper
Contributors: Bruno Brentan; Ariele Zanfei; Martin Oberascher; Robert Sitzenfrei; Joaquin Izquierdo; Andrea Menapace
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Crossref
grade
Preferred source (of 2)‎

Efficient Identification Strategy of Isolation Valves to Maintain through Modularity-Based WDN Clustering

2024-09-03 | Conference paper
Contributors: Amirabbas Mottahedin; Carlo Giudicianni; Bruno Brentan; Enrico Creaco
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Crossref
grade
Preferred source (of 2)‎

Optimal Rehabilitation Procedure for Intermittent Water Supply Systems

Journal of Water Resources Planning and Management
2024-06 | Journal article
Contributors: Bruno Brentan; Ariele Zanfei; Rui Gabriel Souza; Andrea Menapace; Gustavo Meirelles; Joaquín Izquierdo
Source: check_circle
Crossref

Graph Neural Networks for Sensor Placement: A Proof of Concept towards a Digital Twin of Water Distribution Systems

Water
2024-06-27 | Journal article
Contributors: Andrea Menapace; Ariele Zanfei; Manuel Herrera; Bruno Brentan
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Assessing Pipe Condition in Water Distribution Networks

Water
2024-05-07 | Journal article
Contributors: Marta Cabral; Duarte Gray; Bruno Brentan; Dídia Covas
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Crossref
grade
Preferred source (of 2)‎

Hydraulic and economic analysis for rehabilitation of water distribution networks using pipes cleaning and replacement and leakage fixing

RBRH
2023 | Journal article
Contributors: David Antonio Jimenez Osorio; Gustavo Meirelles Lima; Bruno Melo Brentan
Source: check_circle
Crossref

A Recommendation System Supporting the Implementation of Sustainable Risk Management Measures in Airport Operations

Algorithms
2023-11-07 | Journal article
Contributors: Silvia Carpitella; Bruno Brentan; Antonella Certa; Joaquín Izquierdo
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Crossref
grade
Preferred source (of 2)‎

Digitalization of Water Distribution Systems in Small Cities, a Tool for Verification and Hydraulic Analysis: A Case Study of Pamplona, Colombia

Water
2023-11-01 | Journal article
Contributors: Carlos Bonilla; Bruno Brentan; Idel Montalvo; David Ayala-Cabrera; Joaquín Izquierdo
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Crossref
grade
Preferred source (of 2)‎

Multi‐criteria analysis applied to ranking rehabilitation strategies of water distribution networks

Mathematical Methods in the Applied Sciences
2023-10-27 | Journal article
Contributors: Bruno Brentan; Silvia Carpitella; Ariele Zanfei; Rui Gabriel Souza; Andrea Menapace; Gustavo Meirelles; Maurizio Righetti; Joaquín Izquierdo
Source: check_circle
Crossref

Shall we always use hydraulic models? A graph neural network metamodel for water system calibration and uncertainty assessment

Water Research
2023-08 | Journal article
Contributors: Ariele Zanfei; Andrea Menapace; Bruno M. Brentan; Robert Sitzenfrei; Manuel Herrera
Source: check_circle
Crossref

Rehabilitation of water distribution networks: when and how to rehabilitate

Journal of Hydroinformatics
2023-07-01 | Journal article
Contributors: Leandro Alves Evangelista; Bruno Melo Brentan; Gustavo Meirelles Lima
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Crossref

How Does Missing Data Imputation Affect the Forecasting of Urban Water Demand?

Journal of Water Resources Planning and Management
2022-11 | Journal article
Contributors: Ariele Zanfei; Andrea Menapace; Bruno Melo Brentan; Maurizio Righetti
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Crossref

Novel approach for burst detection in water distribution systems based on graph neural networks

Sustainable Cities and Society
2022-11 | Journal article
Contributors: Ariele Zanfei; Andrea Menapace; Bruno M. Brentan; Maurizio Righetti; Manuel Herrera
Source: check_circle
Crossref

Optimal Operation in Sectorized Networks with Intermittent Water Distribution

2022-07-18 | Conference paper
Contributors: Rui Gabriel Souza; Bruno Brentan; Gustavo Meirelles; Daniel Bezzera
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Crossref

Energy and Hydraulic Efficiency in Intermittent Operation of Water Distribution Networks

Journal of Water Resources Planning and Management
2022-05 | Journal article
Contributors: Rui Gabriel Souza; Gustavo Meirelles; Bruno Brentan
Source: check_circle
Crossref

District metered area design through multicriteria and multiobjective optimization

Mathematical Methods in the Applied Sciences
2022-04 | Journal article
Contributors: Bruno M. Brentan; Silvia Carpitella; Joaquín Izquierdo; Edevar Luvizotto, Jr; Gustavo Meirelles
Source: check_circle
Crossref

A Digital Twin of a Water Distribution System by Using Graph Convolutional Networks for Pump Speed-Based State Estimation

Water
2022-02-09 | Journal article
Contributors: Carlos A. Bonilla; Ariele Zanfei; Bruno Brentan; Idel Montalvo; Joaquín Izquierdo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Optimal architecture for artificial neural networks as pressure estimator

RBRH
2021 | Journal article
Contributors: Rui Gabriel Modesto de Souza; Bruno Melo Brentan; Gustavo Meirelles Lima
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Crossref

Improving Water Age in Distribution Systems by Optimal Valve Operation

Journal of Water Resources Planning and Management
2021-08 | Journal article
Contributors: Bruno Brentan; Laura Monteiro; Joana Carneiro; Dídia Covas
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Crossref

Cyber-Attack Detection in Water Distribution Systems Based on Blind Sources Separation Technique

Water
2021-03-14 | Journal article
Contributors: Bruno Brentan; Pedro Rezende; Daniel Barros; Gustavo Meirelles; Edevar Luvizotto, Jr.; Joaquín Izquierdo
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Crossref
grade
Preferred source (of 2)‎

Water Quality Sensor Placement: A Multi-Objective and Multi-Criteria Approach

Water Resources Management
2021-01 | Journal article
Contributors: Bruno Brentan; Silvia Carpitella; Daniel Barros; Gustavo Meirelles; Antonella Certa; Joaquín Izquierdo
Source: check_circle
Crossref

Optimal pump selection for variable speed operation in water distribution network

RBRH
2020 | Journal article
Contributors: Débora Salomé Móller; Gustavo Meirelles Lima; Bruno Melo Brentan; Daniel Bezerra Barros
Source: check_circle
Crossref

Optimal Placement of Pressure Sensors Using Fuzzy DEMATEL-Based Sensor Influence

Water
2020-02-12 | Journal article
Contributors: Jorge Francés-Chust; Bruno M. Brentan; Silvia Carpitella; Joaquín Izquierdo; Idel Montalvo
Source: check_circle
Crossref

Layout Optimization Process to Minimize the Cost of Energy of an Offshore Floating Hybrid Wind–Wave Farm

Processes
2020-01-21 | Journal article
Contributors: Jorge Izquierdo-Pérez; Bruno M. Brentan; Joaquín Izquierdo; Niels-Erik Clausen; Antonio Pegalajar-Jurado; Nis Ebsen
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Crossref

Dimensionamento de redes de distribuição de água por meio de análise multicriterial

Revista DAE
2019 | Journal article
Contributors: Bruno Melo Brentan; Gustavo Meirelles Lima; Antonio Carlos Zuffo; Edevar Luvizotto Junior
Source: check_circle
Crossref

Optimal pressure management in water distribution networks through district metered area creation based on machine learning

RBRH
2019 | Journal article
Contributors: Bernardo Novarini; Bruno Melo Brentan; Gustavo Meirelles; Edevar Luvizotto Junior
Source: check_circle
Crossref

Committee Machines for Hourly Water Demand Forecasting in Water Supply Systems

Mathematical Problems in Engineering
2019-01 | Journal article
Contributors: Julia K. Ambrosio; Bruno M. Brentan; Manuel Herrera; Edevar Luvizotto, Jr.; Lubienska Ribeiro; Joaquín Izquierdo; Javier Martinez Torres
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Crossref

Correlation Analysis of Water Demand and Predictive Variables for Short‐Term Forecasting Models

Mathematical Problems in Engineering
2017-01 | Journal article
Contributors: B. M. Brentan; G. Meirelles; M. Herrera; E. Luvizotto, Jr.; J. Izquierdo; Sergey A. Suslov
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Crossref

Hybrid regression model for near real-time urban water demand forecasting

Journal of Computational and Applied Mathematics
2017-01 | Journal article
Contributors: Bruno M. Brentan; Edevar Luvizotto Jr.; Manuel Herrera; Joaquín Izquierdo; Rafael Pérez-García
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Crossref

Social Network Community Detection for DMA Creation: Criteria Analysis through Multilevel Optimization

Mathematical Problems in Engineering
2017-01 | Journal article
Contributors: Bruno M. Brentan; Enrique Campbell; Gustavo L. Meirelles; Edevar Luvizotto, Jr.; Joaquín Izquierdo; Tamas Kalmar-Nagy
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Peer review (8 reviews for 3 publications/grants)

Review activity for Journal of hydrology. (1)
Review activity for Journal of water resources planning and management. (5)
Review activity for Water research. (2)