Investigação científica.
27 publicações em revistas nacionais e internacionais nas áreas de engenharia hidráulica, gestão de sistemas urbanos de água e ciência de dados aplicada.
- wt+1 · pesos atualizados
- wt · pesos atuais
- α · taxa de aprendizagem
- ∇L · gradiente da função de custo
Topology-Aware Neural Networks for Abnormal Consumption Detection and Location in Water Distribution Networks
João Caetano, Nelson Carriço, Bruno Brentan, Andrea Manepace, Dídia Covas
Water Resources Research (Wiley)/DOI · 10.1029/2025WR041195Resilience assessment insights based on the energy balance in drinking water networks
Joana Carneiro, Dália Loureiro, Marta Cabral, Dídia Covas
Urban Water Journal (Taylor & Francis)/DOI · 10.1080/1573062x.2026.2642280
Battle of Water Demand Forecasting
Stefano Alvisi, Marco Franchini, …, Bruno Ferreira, João Caetano, …, Jun Zou
Journal of Water Resources Planning and Management (ASCE)/DOI · 10.1061/JWRMD5.WRENG-6887Redundancy-Driven Resilience in Optimal Design of Water Distribution Networks
João Caetano, Bruno Ferreira, Nelson Carriço, Dídia Covas
Journal of Water Resources Planning and Management (ASCE)/DOI · 10.1061/JWRMD5.WRENG-6613
Near Real-time Leak Location by Inverse Analysis Integrating Measurement Uncertainty
Bruno Ferreira, Nelson Carriço, Dídia Covas
Water Resources Management (Springer)/DOI · 10.1007/s11269-024-03983-wOptimizing Short-Term Water Demand Forecasting: A Comparative Approach to the Battle of Water Demand Forecasting
Bruno Ferreira, Raquel Barreira, João Caetano, Maria Grazia Quarta, Nelson Carriço
Engineering Proceedings (MDPI)/DOI · 10.3390/engproc2024069048Metodologia para o processamento de séries temporais de caudal em sistemas de distribuição de água
Bruno Ferreira, Nelson Carriço, Raquel Barreira, Tiago Dias, Dídia Covas
Águas e Resíduos/DOI · 10.22181/aer.2024.0104Integrating Uncertainty in Performance Assessment of Water Distribution Networks by Scenario Building
Joana Carneiro, Dália Loureiro, Marta Cabral, Dídia Covas
Water (MDPI)/DOI · 10.3390/w16070977Comprehensive Resilience Assessment Framework for Water Distribution Networks
Joana Carneiro, Dália Loureiro, Marta Cabral, Dídia Covas
Water (MDPI)/DOI · 10.3390/w16182611
A novel methodology for pipe grouping and rehabilitation interventions scheduling in water distribution networks
João Caetano, Nelson Carriço, José Rui Figueira, Dídia Covas
Urban Water Journal (Taylor & Francis)/DOI · 10.1080/1573062X.2023.2209560An Information System for Infrastructure Asset Management Tailored to Portuguese Water Utilities
Nelson Carriço, Bruno Ferreira, …, Dídia Covas, Laura Monteiro, João Filipe Santos, Isabel Brito
Systems (MDPI)/DOI · 10.3390/systems11020085Computational Tools for Supporting the Operation and Management of Water Distribution Systems towards Digital
Nelson Carriço, Bruno Ferreira, André Antunes, João Caetano, Dídia Covas
Water (MDPI)/DOI · 10.3390/w15030553Hyperparameter Optimization of a Convolutional Neural Network Model for Pipe Burst Location in Water Distribution Networks
André Antunes, Bruno Ferreira, Nuno Marques, Nelson Carriço
Journal of Imaging (MDPI)/DOI · 10.3390/w15030553NSGA-II parameterization for the optimal pressure sensor location in water distribution networks
Bruno Ferreira, André Antunes, Nelson Carriço, Dídia Covas
Urban Water Journal (Taylor & Francis)/DOI · 10.1080/1573062X.2023.2209553Exploratory Analysis of Surrogate Metrics to Assess the Resilience of Water Distribution Networks
Joana Carneiro, Dália Loureiro, Dídia Covas
Water Resources Research (Wiley)/DOI · 10.1029/2022wr034289
Lessons Learnt from the Application of MCDA Sorting Methods to Pipe Network Rehabilitation Prioritization
João Caetano, Nelson Carriço, Dídia Covas
Water (MDPI)/DOI · 10.3390/w14050736Multi-objective optimization of pressure sensor location for burst detection and network calibration
Bruno Ferreira, André Antunes, Nelson Carriço, Dídia Covas
Computers & Chemical Engineering (Elsevier)/DOI · 10.1016/j.compchemeng.2022.107826Flowrate Time Series Processing in Engineering Tools for Water Distribution Networks
Bruno Ferreira, Nelson Carriço, Raquel Barreira, Tiago Dias, Dídia Covas
Water Resources Research (Wiley)/DOI · 10.1029/2022WR032393Optimal Number of Pressure Sensors for Real-Time Monitoring of Distribution Networks by Using the Hypervolume Indicator
Bruno Ferreira, Nelson Carriço, Dídia Covas
Water (MDPI)/DOI · 10.3390/w13162235
Data and Information Systems Management for the Urban Water Infrastructure Condition Assessment
Nelson Carriço, Bruno Ferreira
Frontiers in Water (Frontiers)/DOI · 10.3389/frwa.2021.670550Characterization of drinking water storage tanks in Portugal
Laura Monteiro, Alexandre Pinheiro, Joana Carneiro, Dídia Covas
Ingeniería del agua/DOI · 10.4995/ia.2021.13659Improving Water Age in Distribution Systems by Optimal Valve Operation
Bruno Brentan, Laura Monteiro, Joana Carneiro, Dídia Covas
Journal of Water Resources Planning and Management (ASCE)/DOI · 10.1061/(asce)wr.1943-5452.0001412Water Mixing and Renewal in Circular Cross-Section Storage Tanks as Influenced by Configuration and Operational Conditions
Alexandre Pinheiro, Laura Monteiro, Joana Carneiro, M. Céu Almeida, Dídia Covas
Journal of Hydraulic Engineering (ASCE)/DOI · 10.1061/(asce)hy.1943-7900.0001955
Modelling chlorine wall decay in a full-scale water supply system
Laura Monteiro, Joana Carneiro, Dídia Covas
Urban Water Journal (Taylor & Francis)/DOI · 10.1080/1573062x.2020.1804595Matriz da Água como ferramenta para a gestão eficiente da água – aplicação ao Município de Cascais
Joana Carneiro, Laura Monteiro, Gonçalo Saint-Maurice, Dídia Covas
Águas e Resíduos/DOI · 10.22181/aer.2020.0603Data integration for infrastructure asset management in small to medium-sized water utilities
Nelson Carriço, Bruno Ferreira, …, Dídia Covas, Laura Monteiro, João Filipe Santos, Isabel Brito
Water Science & Technology (IWA Publishing)/DOI · 10.2166/wst.2020.377