Robert Sitzenfrei at Universität Innsbruck - Research Interests, Publications & Academic Profile

Robert Sitzenfrei

Full Professor

University of Innsbruck

Austria

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Research Interests

Hydrology

80%

Reservoir Engineering

70%

Water Resource Management

60%

Hydraulic Engineering

60%

Water And Sanitation

60%

Pipe Flow

50%

Distribution Networks

40%

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Recent Grants

Grant: Close

urban water infrastructure- finding simplicity in complexity

Open Date: 2018-09-01

Close Date: 2021-08-31

Articles20

A Hybrid Graph Hydrodynamic Method for Modelling Multiple Pipe Failure in Stormwater Networks

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2024

Graph-Based Warm Solutions for Optimal Resilience Enhancement of Water Distribution Networks

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2024

Nature-Based Solutions in Cities—A View from a Water Supply Perspective

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2024

Pressure Sensor Placement for Pipe Roughness Calibration Based on Graph-Based Surrogate Model Coupled with Genetic Algorithm

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2024

A Hybrid Graph–Hydraulic Approach for Identifying Critical Elements in Water Distribution Networks

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2024

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

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2024

Explainable Methods for Water Demand Forecasting as a Key Aspect of Trustworthy Artificial Intelligence

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2024

Sensitivity of model-based leakage localisation in water distribution networks to water demand sampling rates and spatio-temporal data gaps

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2024

The socio-technical short-term implications of drinking water hoarding on supply reliability

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2024

A graph-based method for identifying critical pipe failure combinations in water distribution networks

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2024

Optimal rehabilitation planning for aged water distribution mains considering cascading failures of interdependent infrastructure systems

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2023

A Graph-Based Optimization Framework for Large Water Distribution Networks

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2023

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

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2023

Pareto-optimal design of water distribution networks: an improved graph theory-based approach

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2023

Dual graph characteristics of water distribution networks—how optimal are design solutions?

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2023

Graph method for critical pipe analysis of branched and looped drainage networks

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2023

Ensemble Evaluation and Member Selection of Regional Climate Models for Impact Models Assessment

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2022

Smart water campus – a testbed for smart water applications

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2022

Battle of centralized and decentralized urban stormwater networks: From redundancy perspective

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2022

Life Cycle Sustainability Assessment of Wastewater Systems under Applying Water Demand Management Policies

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Year:

2022

Collaborators8

Andrea Menapace

Assistant Professor (RTD junior)

Free University of Bozen-Bolzano

ITALY

Carolina Kinzel

University of Innsbruck

AUSTRIA

Enrico Creaco

Università degli Studi di Pavia

ITALY

SARA TODESCHINI

Associate Professor

University of Pavia

ITALY

Mohsen Shahandashti

Assistant Professor

The University of Texas at Arlington

UNITED STATES

Mohsen Hajibabaei

Postdoctoral Researcher & Lecturer

University of Innsbruck

AUSTRIA

Ulrich Dittmer

Full Professor

Technische Universität Kaiserslautern

GERMANY

Manuel Herrera

UNITED KINGDOM

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