Andrea Menapace - Publications, H-index & Citations

Andrea Menapace

Eurac Research

18H指数

96论文数

1.2K被引数

收录论文 30

发表时间

When Does Cross-Zonal Learning Help? Graph Neural Network Forecasting of Electricity Demand Across Italy’s Bidding Zones 跨区学习何时有益？意大利投标区电力需求的图神经网络预测

Sustainability

IF3.3

2026-10-01

OAAI

Benjamin Kwaku Nimako; Andrea Menapace; Bruno Brentan; Matteo Giacomo Prina; Andrea Gasparella

Assessing Supervised Machine Learning Practice in Urban Water Networks: A Critical Review of Methodological Transparency, Reproducibility and Reporting 评估监督式机器学习在城镇供水网络中的应用实践：方法学透明度、可重复性和报告的批判性综述

Water Research X

IF8.2

2026-06-11

OAAI

Martin Oberascher; Bruno M. Brentan; Andrea Menapace; Manuel Herrera; Guangtao Fu; Riccardo Taormina; Robert Sitzenfrei

Topology-Aware Neural Networks for Abnormal Consumption Detection and Location in Water Distribution Networks 面向异常用水检测与定位的拓扑感知神经网络

Water Resources Research

IF5

2026-03-05

OAAI

João Caetano; Nelson Carriço; Bruno Brentan; Andrea Menapace; Dídia Covas

Optimal irrigation scheduling for sustainable agriculture: Minimising energy costs in rotational management 可持续农业的最优灌溉计划：在轮灌管理中降低能源成本

Agricultural Water Management

IF6.5

2025-11-20

OAAI

Francesca Peretti; Andrea Menapace; Ariele Zanfei; Maurizio Righetti

Sustainable AI infrastructure: A scenario-based forecast of water footprint under uncertainty 可持续AI基础设施：基于情景的不确定性下的水资源足迹预测

Journal of Cleaner Production

IF10

2025-09-17

OAAI

Manuel Herrera; Xiang Xie; Andrea Menapace; Ariele Zanfei; Bruno M. Brentan

Sensors prioritisation for hydrological forecasting based on interpretable machine learning 基于可解释机器学习的传感器优先级排序用于水文预报

Journal of Hydrology

IF6.3

2025-09-08

PREAI

Andrea Menapace; André Ferreira Rodrigues; Daniele Dalla Torre; Michele Larcher; Manuel Herrera; Bruno Brentan

Enhancing explainable AI with graph signal processing: Applications in water distribution systems 利用图信号处理增强可解释人工智能：在水资源分配系统中的应用

Water Research

IF12.4

2025-07-05

PREAI

Bruno M. Brentan; Andrea Menapace; Martin Oberascher; Manuel Herrera; Robert Sitzenfrei

Changes in the frequencies of occurrence of maximum daily precipitation for the metropolitan region of Belo Horizonte – Brazil 巴西贝洛奥里藏特大都市区的日最大降水量发生频率的变化

Urban Climate

IF6.9

2025-06-01

PREAI

David A. Jimenez; Camilo A. Jimenez; Andrea Menapace; Eber José de Andrade Pinto; Bruno Brentan; Alvaro Avila-Diaz

Urban Smart Energy Systems from a Climate Change Perspective: Technical, Economic and Environmental Optimization Analysis 从气候变化角度看待城市智能能源系统：技术、经济和环境优化分析

SMART ENERGY

IF5

2025-05-01

OAAI

Federico Battini; Andrea Menapace; Giulia Stradiotti; Ariele Zanfei; Francesco F. Nicolosi; Daniele Dalla Torre; Massimiliano Renzi; Giovanni Pernigotto; Francesco Ravazzolo; Maurizio Righetti; Andrea Gasparella; Jakob Zinck Thellufsen; Henrik Lund

Leak detection and localization in water distribution systems via multilayer networks 通过多层网络在供水系统中进行泄漏检测和定位

water research

IF8.2

2025-01-01

OAAI

Barros, Daniel; Zanfei, Ariele; Menapace, Andrea; Meirelles, Gustavo; Herrera, Manuel; Brentan, Bruno

Graph Neural Networks for Sensor Placement: A Proof of Concept towards a Digital Twin of Water Distribution Systems 用于传感器放置的图形神经网络: 对配水系统的数字孪生的概念证明

WATER

IF3

2024-06-27

OAAI

Menapace, Andrea; Zanfei, Ariele; Herrera, Manuel; Brentan, Bruno

Optimizing pump operations in water distribution networks: Balancing energy efficiency, water quality and operational constraints 优化配水网络中的泵运行: 平衡能源效率，水质和运营约束

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2024-06-01

PREAI

Brentan, Bruno; Mota, Filipe; Menapace, Andrea; Zanfei, Ariele; Meirelles, Gustavo

Optimal Rehabilitation Procedure for Intermittent Water Supply Systems

water resources management

IF2.7

2024-06-01

OAAI

Brentan, Bruno; Zanfei, Ariele; Souza, Rui Gabriel; Menapace, Andrea; Meirelles, Gustavo; Izquierdo, Joaquin

Assessing downscaling techniques for frequency analysis, total precipitation and rainy day estimation in CMIP6 simulations over hydrological years

HYDROLOGY AND EARTH SYSTEM SCIENCES

IF5.8

2024-05-07

OAAI

Jimenez, David A.; Menapace, Andrea; Zanfei, Ariele; Pinto, Eber Jose de Andrade; Brentan, Bruno

Micro hydro power generation in water distribution networks through the optimal pumps-as-turbines sizing and control

APPLIED ENERGY

IF11

2023-12-01

PREAI

Kostner, Michael K.; Zanfei, Ariele; Alberizzi, Jacopo C.; Renzi, Massimiliano; Righetti, Maurizio; Menapace, Andrea

Shall we always use hydraulic models? A graph neural network metamodel for water system calibration and uncertainty assessment 我们应该一直使用液压模型吗？用于水系统校准和不确定度评估的图神经网络元模型

WATER RESEARCH

IF12.4

2023-08-01

PREAI

Zanfei, Ariele; Menapace, Andrea; Brentan, Bruno M.; Sitzenfrei, Robert; Herrera, Manuel

Application of Machine Learning Models to Bridge Afflux Estimation

WATER

IF3

2023-06-10

OAAI

Piraei, Reza; Niazkar, Majid; Afzali, Seied Hosein; Menapace, Andrea

Assessment of ERA5-Land Data in Medium-Term Drinking Water Demand Modelling with Deep Learning

WATER

IF3

2023-04-11

OAAI

Dhawan, Pranav; Dalla Torre, Daniele; Zanfei, Ariele; Menapace, Andrea; Larcher, Michele; Righetti, Maurizio

How Does Missing Data Imputation Affect the Forecasting of Urban Water Demand?数据填补缺失对城市需水量预测的影响？

water resources management

IF2.7

2022-11-01

PREAI

Zanfei, Ariele; Menapace, Andrea; Brentan, Bruno Melo; Righetti, Maurizio

Novel approach for burst detection in water distribution systems based on neural networks 基于神经网络的供水系统突发检测新方法

SUSTAINABLE CITIES AND SOCIETY

IF12

2022-11-01

PREAI

Zanfei, Ariele; Menapace, Andrea; Brentan, Bruno M.; Righetti, Maurizio; Herrera, Manuel

研究方向