Diego Cerrai
Assistant Professor/Civil and Environ Engineering

Are you Diego Cerrai?

How to update your information.
Scholarly Contributions

57 Scholarly Contributions

27
Poster/Presentations
26
Journal Articles
2
Conference Proceedings
1
Patent and Intellectual Property
1
Book Chapter
Improving Winter Power Outage Forecasts with a Snow Index
2024
Brian Filipiak, Diego Cerrai, Marina Astitha
Research Type: Poster/Presentation

Application of Machine Learning Algorithms for Wind Gust Prediction: a Comparison between WRF and AI.
2023
Marina Astitha, Israt Jahan, Diego Cerrai
Research Type: Poster/Presentation

Predicting Weather Related Power Outages in the Northeast United States
2023
Kingsley Udeh, Sita Nyame, Shah Saki, Brian Filipiak, Emmanouil N Anagnostou, Xinxuan Zhang, Diego Cerrai, Feifei Yang
Research Type: Poster/Presentation

Granular Estimation of Wintry Precipitation Type from Image Data.
2023
Ali Tokay, David Wolff, Charles Helms, Diego Cerrai, Aaron Spaulding
Research Type: Poster/Presentation

Changes of Electric Distribution Network Storm Outages in Future Climate Scenarios: Evaluation for a Service Territory in Northeastern United States
2023
Xinxuan Zhang, Diego Cerrai, Stergios Emmanouil, Feifei Yang, Emmanouil N Anagnostou
Research Type: Poster/Presentation

Advancing Snowfall Prediction in the Northeast United States: An Integrated Machine Learning and Numerical Weather Modeling Approach
2023
Marina Astitha, Diego Cerrai, Greg Thompson, Ummul Khaira
Research Type: Poster/Presentation

Assessing Power Distribution Resilience Hardening Effectiveness Using Combined Physics-Based and Data-Driven Modeling
2023
Emmanouil N Anagnostou, Wei Zhang, Peter Watson, Diego Cerrai, Amvrossios C Bagtzoglou, William Hughes
Research Type: Poster/Presentation

Machine Learning Modelling for Predicting Roadside Forest Risk on Distribution Powerlines.
2022
Chandi Witharana, Robert T. Fahey, Harshana Wedagedara, Diego Cerrai, Jason Parent, Durga Joshi
Research Type: Poster/Presentation

Community Outage Prediction Modeling Framework for Current and Future Climate Storm Events.
2022
William Taylor, Marika Koukoula, Diego Cerrai, Emmanouil N Anagnostou, Feifei Yang
Research Type: Poster/Presentation

Challenges and Successes of Snowfall Forecasting using Machine Learning and Numerical Pre- diction for the Northeast United States.
2022
Ummul Khaira, Marina Astitha, Diego Cerrai, Gred Thompson
Research Type: Poster/Presentation

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks.
2022
Diego Cerrai, David Wanik, Kingsley Udeh, Emmanouil N Anagnostou, Derek C Aguiar
Research Type: Poster/Presentation

Improving Wind Gust Pre- diction with the Combination of WRF and Machine Learning Algorithms.
2022
Marina Astitha, Israt Jahan, Diego Cerrai
Research Type: Poster/Presentation

Quantifying Outage Reductions of Resilience Improvements in the Power Grid
2022
Wei Zhang, Diego Cerrai, Amvrossios C Bagtzoglou, Emmanouil N Anagnostou, Peter Watson, William Hughes
Research Type: Poster/Presentation

Development of a New Snowfall Prediction Approach with the Integration of Numerical Weather Prediction, Observations, and Machine Learning Algorithms
2022
Marina Astitha, Ummul Khaira, Diego Cerrai
Research Type: Poster/Presentation

Probabilistic and Deter- ministic Outage Forecasts Assessment over the Northeast United States.
2022
Diego Cerrai, Mikayla Friday, Aaron Spaulding
Research Type: Poster/Presentation

The University of Connecticut Outage Prediction Model: Modules, Implementation, Performance.
2021
Aaron Spaulding, Diego Cerrai, Feifei Yang, William Taylor, Emmanouil N Anagnostou, Peter Watson, Marika Koukoula
Research Type: Poster/Presentation

Assimilation of Local Ground Stations and Radar Data to Improve the Prediction of the 9–10 September 2017 Thunderstorm in Livorno, Italy
2020
Diego Cerrai, Valerio Capecchi, Andrea Antonini, Antonio Ricchi, Samantha Melani, Luca Rovai
Research Type: Poster/Presentation

A Success Story: Advancing Outage Prediction Modeling Capabilities for Decision Making
2020
Feifei Yang, Diego Cerrai, Marika Koukoula, William Taylor, Emmanouil N Anagnostou, Guannan Liang
Research Type: Poster/Presentation

Studying Tree Trimming Effects on Power Grid Resilience Using Weather and Outage Models
2020
Diego Cerrai, Peter Watson, Emmanouil N Anagnostou
Research Type: Poster/Presentation

The effect of weather forecast uncertainty on machine-learning outage prediction modeling
2020
Emmanouil N Anagnostou, Diego Cerrai, Feifei Yang
Research Type: Poster/Presentation