Giovanni Sansavini

According to our database, Giovanni Sansavini authored at least 42 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uncertainty-aware deep learning for monitoring and fault diagnosis from synthetic data.

Laya Das, Blazhe Gjorgiev, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2024

Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow.

Anna Varbella, Damien Briens, Blazhe Gjorgiev, Giuseppe Alessio D'Inverno, Giovanni Sansavini

CoRR, 2024

Minimum-regret hydrogen supply chain strategies to foster the energy transition of European hard-to-abate industries.

Alissa Ganter, Paolo Gabrielli, Hanne Goericke, Giovanni Sansavini

CoRR, 2024

Funplex: A Modified Simplex Algorithm to Efficiently Explore Near-Optimal Spaces.

Christoph S. Funke, Linda Brodnicke, Francesco Lombardi, Giovanni Sansavini

CoRR, 2024

PowerGraph: A power grid benchmark dataset for graph neural networks.

Anna Varbella, Kenza Amara, Blazhe Gjorgiev, Giovanni Sansavini

CoRR, 2024

2023

A human operator model for simulation-based resilience assessment of power grid restoration operations.

Felix Kottmann, Miltos Kyriakidis, Giovanni Sansavini, Vinh N. Dang

Reliab. Eng. Syst. Saf., October, 2023

Geometric deep learning for online prediction of cascading failures in power grids.

Anna Varbella, Blazhe Gjorgiev, Giovanni Sansavini

Reliab. Eng. Syst. Saf., September, 2023

A generalized natural hazard risk modelling framework for infrastructure failure cascades.

Evelyn Mühlhofer, Elco E. Koks, Chahan M. Kropf, Giovanni Sansavini, David N. Bresch

Reliab. Eng. Syst. Saf., June, 2023

Simulation-driven deep learning for locating faulty insulators in a power line.

Blazhe Gjorgiev, Laya Das, Seline Merkel, Martina Rohrer, Etienne Auger, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2023

Anomaly detection for automated inspection of power line insulators.

Laya Das, Blazhe Gjorgiev, Giovanni Sansavini

CoRR, 2023

Uncertainty-aware deep learning for digital twin-driven monitoring: Application to fault detection in power lines.

Laya Das, Blazhe Gjorgiev, Giovanni Sansavini

CoRR, 2023

Cascades-Risk Informed Transmission Expansion Planning by Behavioural Cloning.

Anna Varbella, Blazhe Gjorgiev, Giovanni Sansavini, Enrico Zio

Proceedings of the 7th International Conference on System Reliability and Safety, 2023

2022

Identifying and assessing power system vulnerabilities to transmission asset outages via cascading failure analysis.

Blazhe Gjorgiev, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2022

Object detection-based inspection of power line insulators: Incipient fault detection in the low data-regime.

Laya Das, Mohammad Hossein Saadat, Blazhe Gjorgiev, Etienne Auger, Giovanni Sansavini

CoRR, 2022

Predicting Resilience of Interdependent Urban Infrastructure Systems.

Beatrice Cassottana, Partha P. Biswas, Srijith Balakrishnan, Bennet Ng, Daisuke Mashima, Giovanni Sansavini

IEEE Access, 2022

2021

Multi-agent maintenance scheduling based on the coordination between central operator and decentralized producers in an electricity market.

Pegah Rokhforoz, Blazhe Gjorgiev, Giovanni Sansavini, Olga Fink

Reliab. Eng. Syst. Saf., 2021

2020

An FTA Method for the Unavailability of Supply in Gas Networks Supported by Physical Models.

Blaze Gjorgiev, Andrea Antenucci, Andrija Volkanovski, Giovanni Sansavini

IEEE Trans. Reliab., 2020

Cooperative co-evolutionary approach to optimize recovery for improving resilience in multi-communities.

Dario Valcamonico, Giovanni Sansavini, Enrico Zio

Reliab. Eng. Syst. Saf., 2020

Quantification of a human reliability analysis method for radiotherapy applications based on expert judgment aggregation.

Dhruv Pandya, Luca Podofillini, Frank Emert, Antony J. Lomax, Vinh N. Dang, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2020

Quantitative comparison of cascading failure models for risk-based decision making in power systems.

Alexander E. David, Blazhe Gjorgiev, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2020

2019

Restorative Capacity Optimization for Complex Infrastructure Networks.

Nazanin Morshedlou, Kash Barker, Giovanni Sansavini

IEEE Syst. J., 2019

Optimum post-disruption restoration under uncertainty for enhancing critical infrastructure resilience.

Yi-Ping Fang, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2019

Can models for long-term decarbonization policies guarantee security of power supply? A perspective from gas and power sector coupling.

Andrea Antenucci, Pedro Crespo Del Granado, Blazhe Gjorgiev, Giovanni Sansavini

CoRR, 2019

Dynamic Disruption Simulation in Large-Scale Urban Rail Transit Systems.

Steffen O. P. Blume, Michel-Alexandre Cardin, Giovanni Sansavini

Proceedings of the Tenth International Conference on Complex Systems Design & Management, 2019

2018

Combined Fault Location and Classification for Power Transmission Lines Fault Diagnosis With Integrated Feature Extraction.

Yann Qi Chen, Olga Fink, Giovanni Sansavini

IEEE Trans. Ind. Electron., 2018

Measuring Community and Multi-Industry Impacts of Cascading Failures in Power Systems.

Bing Li, Kash Barker, Giovanni Sansavini

IEEE Syst. J., 2018

2017

Dynamic Defense Resource Allocation for Minimizing Unsupplied Demand in Cyber-Physical Systems Against Uncertain Attacks.

Huadong Mo, Giovanni Sansavini

IEEE Trans. Reliab., 2017

A quantitative method for assessing resilience of interdependent infrastructures.

Cen Nan, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2017

Optimizing power system investments and resilience against attacks.

Yi-Ping Fang, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2017

Managing Gas and Electric Power Network Dependencies to secure Energy Supply: Application to the UK System.

Dominique Wassermann, Andrea Antenucci, Giovanni Sansavini

Proceedings of the Critical Information Infrastructures Security, 2017

The Influence of Load Characteristics on Early Warning Signs in Power Systems.

Steffen O. P. Blume, Giovanni Sansavini

Proceedings of the Critical Information Infrastructures Security, 2017

2015

Multilayer hybrid modeling framework for the performance assessment of interdependent critical infrastructures.

Cen Nan, Giovanni Sansavini

Int. J. Crit. Infrastructure Prot., 2015

Reliability analysis of smart grid communication network by simulation.

Pengcheng Luo, Giovanni Sansavini, Enrico Zio

Integr. Comput. Aided Eng., 2015

Impact of Power-to-Gas on Cascading Failures in Interdependent Electric and Gas Networks.

Andrea Antenucci, Bing Li, Giovanni Sansavini

Proceedings of the Energy Informatics, 2015

2014

Building an Integrated Metric for Quantifying the Resilience of Interdependent Infrastructure Systems.

Cen Nan, Giovanni Sansavini, Wolfgang Kröger

Proceedings of the Critical Information Infrastructures Security, 2014

2013

Vulnerability of Smart Grids With Variable Generation and Consumption: A System of Systems Perspective.

Enrico Zio, Giovanni Sansavini

IEEE Trans. Syst. Man Cybern. Syst., 2013

Non-dominated sorting binary differential evolution for the multi-objective optimization of cascading failures protection in complex networks.

Yan-Fu Li, Giovanni Sansavini, Enrico Zio

Reliab. Eng. Syst. Saf., 2013

2012

Optimizing protections against cascades in network systems: A modified binary differential evolution algorithm.

Enrico Zio, Lucia R. Golea, Giovanni Sansavini

Reliab. Eng. Syst. Saf., 2012

2011

Modeling Interdependent Network Systems for Identifying Cascade-Safe Operating Margins.

Enrico Zio, Giovanni Sansavini

IEEE Trans. Reliab., 2011

2010

Network Modeling Stochastic and Deterministic Approaches.

Giovanni Sansavini

PhD thesis, 2010

2009

The role of network theory and object-oriented modeling within a framework for the vulnerability analysis of critical infrastructures.

Irene Eusgeld, Wolfgang Kröger, Giovanni Sansavini, Markus Schläpfer, Enrico Zio

Reliab. Eng. Syst. Saf., 2009

2008

A systematic procedure for analysing network systems.

Enrico Zio, Giovanni Sansavini

Int. J. Crit. Infrastructures, 2008