Diego Cerrai
Assistant Professor/Civil and Environ Engineering

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Scholarly Contributions

57 Scholarly Contributions

27
Poster/Presentations
26
Journal Articles
2
Conference Proceedings
1
Patent and Intellectual Property
1
Book Chapter
Damage Assessment and Restoration Model
2022
Emmanouil N. Anagnostou
Research Type: Patent and Intellectual Property

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

Assimilating X-and S-band Radar Data for a Heavy Precipitation Event in Italy
2021
Luca Rovai, Antonio Ricchi, Riccardo Benedetti, Samantha Melani, Diego Cerrai, Luca Fibbi, Andrea Antonini, Valerio Capecchi
Research Type: Journal Article

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

Quantifying uncertainty in machine learning-based power outage prediction model training: A tool for sustainable storm restoration
2020
Emmanouil N Anagnostou, David Wanik, Feifei Yang, Diego Cerrai, Md Abdul Ehsan Bhuiyan
Research Type: Journal Article

Weather-related power outage model with a growing domain: structure, performance, and generalisability
2020
Peter Watson, David Wanik, Diego Cerrai, Marika Koukoula, Emmanouil N Anagnostou
Research Type: Journal Article

Brief communication: Hurricane Dorian: automated near-real-time mapping of the “unprecedented” flooding in the Bahamas using synthetic aperture radar
2020
Emmanouil N Anagnostou, Diego Cerrai, Marika Koukoula, Xinyi Shen, Qing Yang
Research Type: Journal Article

Dynamic Modeling of Power Outages Caused by Thunderstorms
2020
Diego Cerrai, David Wanik, Emmanouil N Anagnostou, Berk Alpay, Peter L Watson, Guannan Liang
Research Type: Journal Article

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

New Developments in Weather-Based Power Outage Prediction Modeling
2020
Marika Koukoula, Feifei Yang, Emmanouil N Anagnostou, Peter Watson, Diego Cerrai
Research Type: Poster/Presentation