Roberto Rocchetta

发表

A reinforcement learning framework for optimisation of power grid operations and maintenance

R. Rocchetta, M. Compare, E. Zio, 2018 .

A simulation-based probabilistic risk assessment of electric vehicles control strategies accounting for renewable energy sources

Edoardo Patelli, Roberto Rocchetta, E. Patelli, 2015 .

An Empirical Approach to Reliability-based Design using Scenario Optimization

L. Crespo, Roberto Rocchetta, 2020, Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference.

A robust model selection framework for fault detection and system health monitoring with limited failure examples: Heterogeneous data fusion and formal sensitivity bounds

M. Petkovic, Dimitrios Mavroeidis, Roberto Rocchetta, 2022, Eng. Appl. Artif. Intell..

From inference to design: A comprehensive framework for uncertainty quantification in engineering with limited information

Dominic Calleja, Alexander Wimbush, Enrique Miralles-Dolz, 2022 .

Enriching stochastic model updating metrics: An efficient Bayesian approach using Bray-Curtis distance and an adaptive binning algorithm

M. Valdebenito, D. Moens, Chao Dang, 2022, Mechanical Systems and Signal Processing.

Enhancing the resilience of critical infrastructures: Statistical analysis of power grid spectral clustering and post-contingency vulnerability metrics

Roberto Rocchetta, 2022, Renewable and Sustainable Energy Reviews.

A power-flow emulator approach for resilience assessment of repairable power grids subject to weather-induced failures and data deficiency

Enrico Zio, Edoardo Patelli, Roberto Rocchetta, 2018 .

A reinforcement learning framework for optimal operation and maintenance of power grids

Enrico Zio, Edoardo Patelli, M. Compare, 2019, Applied Energy.

Assessment of power grid vulnerabilities accounting for stochastic loads and model imprecision

Edoardo Patelli, Roberto Rocchetta, E. Patelli, 2018, International Journal of Electrical Power & Energy Systems.

A scenario optimization approach to reliability-based and risk-based design: Soft-constrained modulation of failure probability bounds

Luis G. Crespo, Roberto Rocchetta, Roberto Rocchetta, 2021, Reliab. Eng. Syst. Saf..

A scenario optimization approach to reliability-based design

Luis G. Crespo, Sean P. Kenny, Roberto Rocchetta, 2020, Reliab. Eng. Syst. Saf..

On-line Bayesian model updating for structural health monitoring

Edoardo Patelli, Matteo Broggi, Roberto Rocchetta, 2018 .

Soft-constrained interval predictor models and epistemic reliability intervals: A new tool for uncertainty quantification with limited experimental data

Milan Petkovic, Roberto Rocchetta, Qi Gao, 2021 .

Constructing Consonant Predictive Beliefs from Data with Scenario Theory

Scott Ferson, Marco De Angelis, Roberto Rocchetta, 2021, ISIPTA.

A post-contingency power flow emulator for generalized probabilistic risks assessment of power grids

Edoardo Patelli, Roberto Rocchetta, E. Patelli, 2020, Reliab. Eng. Syst. Saf..

Solution of the Benchmark Control Problem by Scenario Optimization

Luis G. Crespo, Sean P. Kenny, Roberto Rocchetta, 2019, Volume 2: Modeling and Control of Engine and Aftertreatment Systems; Modeling and Control of IC Engines and Aftertreatment Systems; Modeling and Validation; Motion Planning and Tracking Control; Multi-Agent and Networked Systems; Renewable and Smart Energ.

OpenCossan 2.0: an efficient computational toolbox for risk, reliability and resilience analysis

Jonathan Sadeghi, Marco de Angelis, Edoardo Patelli, 2018 .

Do we have enough data? Robust reliability via uncertainty quantification

Edoardo Patelli, Matteo Broggi, Roberto Rocchetta, 2018 .

Imprecise probabilistic framework for power grids risk assessment and sensitivity analysis

Edoardo Patelli, Roberto Rocchetta, E. Patelli, 2016 .

POWER GRID ROBUSTNESS TO SERE FAILURES: TOPOLOGICAL AND FLOW BASED METRICS COMPARISON

E. Patelli, Roberto Rocchetta, 2016 .

Optimal Allocation and Sizing of Decentralized Solar Photovoltaic Generators Using Unit Financial Impact Indicator

M. Fahrioglu, E. Patelli, Roberto Rocchetta, 2023, Sustainability.

Financially optimal solar power sizing and positioning in a power grid

Edoardo Patelli, Murat Fahrioglu, Roberto Rocchetta, 2018, 2018 IEEE International Energy Conference (ENERGYCON).

Stochastic analysis and reliability-cost optimization of distributed generators and air source heat pumps

Edoardo Patelli, Roberto Rocchetta, E. Patelli, 2017, 2017 2nd International Conference on System Reliability and Safety (ICSRS).

Risk assessment and risk-cost optimization of distributed power generation systems considering extreme weather conditions

Enrico Zio, R. Rocchetta, Yanfu Li, 2015, Reliab. Eng. Syst. Saf..

Personalised Health Monitoring for Early Disease Detection

A. D. Bucchianico, K. Proksch, Roberto Rocchetta, 2023 .