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Fingerprint Dive into the research topics where Roberto Rocchetta is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Risk assessment Engineering & Materials Science
Costs Engineering & Materials Science
Renewable energy resources Engineering & Materials Science
Reinforcement learning Engineering & Materials Science
Renewable Energy Mathematics
Distributed power generation Engineering & Materials Science
Moon Engineering & Materials Science
Electric vehicles Engineering & Materials Science

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Research Output 2015 2020

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

Rocchetta, R. & Patelli, E., May 2020, In : Reliability Engineering and System Safety. 197, 12 p., 106817.

Research output: Contribution to journalArticleAcademicpeer-review

Risk assessment
Costs
Outages
Hazards
Uncertainty

A scenario optimization approach to reliability-based design

Rocchetta, R., Crespo, L. G. & Kenny, S. P., 1 Apr 2020, In : Reliability Engineering and System Safety. 196, 15 p., 106755.

Research output: Contribution to journalArticleAcademicpeer-review

Constrained optimization
Optimal design
Uncertainty
Statistical Models
5 Citations (Scopus)

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

Rocchetta, R., Bellani, L., Compare, M., Zio, E. & Patelli, E., 1 May 2019, In : Applied Energy. 241, p. 291-301 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Reinforcement learning
reinforcement
learning
artificial neural network
Health
1 Citation (Scopus)

Solution of the benchmark control problem by scenario optimization

Rocchetta, R., Crespo, L. G. & Kenny, S. P., 26 Nov 2019, Dynamic Systems and Control Conference. 8 p. DSCC2019-8949

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Control Problem
Benchmark
Scenarios
Optimization
Hyperparameters
19 Citations (Scopus)

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

Rocchetta, R., Zio, E. & Patelli, E., 15 Jan 2018, In : Applied Energy. 210, p. 339-350 12 p.

Research output: Contribution to journalArticleAcademicpeer-review