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
A Comprehensive Northern Hemisphere Particle Microphysics Data Set From the Precipitation Imaging Package
2024
Marian Mateling, Norman Wood, Peter Rodriguez, Stephen Nesbitt, Martin Stuefer, Tristan L'Ecuyer, Dimitri Moisseev, Mark Kulie, Alexey Chibisov, Telyana Wong, David Wolff, Lynn McMurdie, Larry Bliven, Annakaisa Von Lerber, Fraser King, Matti Leskinen, Matthew Wingo, Claire Pettersen, Steven Cooper, Walter Petersen, Diego Cerrai, Carl Schirtzinger
Research Type: Journal Article

Assessing Grid Hardening Strategies to Improve Power System Performance During Storms Using a Hybrid Mechanistic-Machine Learning Outage Prediction Model
2024
Emmanouil N Anagnostou, Amvrossios C Bagtzoglou, Wei Zhang, Xinxuan Zhang, Diego Cerrai, Peter Watson, William Hughes
Research Type: Journal Article

Integrating Structural Vulnerability Analysis and Data-Driven Machine Learning to Evaluate Storm Impacts on the Power Grid
2024
Wei Zhang, Peter Watson, William Hughes, Amvrossios C Bagtzoglou, Emmanouil N Anagnostou, Diego Cerrai
Research Type: Journal Article

A Probabilistic Method for Integrating Physics-Based and Data-Driven Storm Outage Prediction Models for Power Systems
2024
Xiaochuan Luo, William Taylor, William Hughes, Diego Cerrai, Mingguo Hong, Wei Zhang, Slava Maslennikov, Aaron Spaulding, Emmanouil N Anagnostou, Sita Nyame
Research Type: Journal Article

Predicting Energy Demand Using Machine Learning: Exploring Temporal and Weather-Related Patterns, Variations, and Impacts
2024
Diego Cerrai, Kingsley Udeh, David Wanik, Buket Sahin
Research Type: Journal Article

Modeling the impact of local environmental variables on tree-related power outages along distribution powerlines.
2023
Chandi Witharana, Durga Joshi, Harshaha Wedagedara, Robert T. Fahey, Jason Parent, Diego Cerrai
Research Type: Journal Article

Community power outage prediction modeling for the Eastern United States
2023
Diego Cerrai, Emmanouil N Anagnostou, David Wanik, Marika Koukoula, William O. Taylor
Research Type: Journal Article

Machine learning evaluation of storm-related transmission outage factors and risk.
2023
marika Koukoula, Feifei Yang, William Hughes, Emmanouil N Anagnostou, William Taylor, Sita Nyame, Diego Cerrai
Research Type: Journal Article

Dynamic modeling of the effects of vegetation management on weather-related power outages
2022
Peter L. Watson, William O. Taylor, Emmanouil N Anagnostou, Diego Cerrai
Research Type: Journal Article

A Statistical Framework for Evaluating the Effectiveness of Vegetation Management in Reducing Power Outages Caused during Storms in Distribution Networks
2022
William Taylor, Emmanouil N Anagnostou, Peter Watson, Diego Cerrai
Research Type: Journal Article

A Hybrid Physics-Based and Data-Driven Model for Power Distribution System Infrastructure Hardening and Outage Simulation
2022
Diego Cerrai, Wei Zhang, Emmanouil N Anagnostou, Amvrossios C Bagtzoglou, David Wanik, William Hughes
Research Type: Journal Article

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

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

Assessing the effects of a vegetation management standard on distribution grid outage rates
2019
Emmanouil N Anagnostou, Diego Cerrai, Peter Watson
Research Type: Journal Article

Predicting Storm Outages Through New Representations of Weather and Vegetation
2019
Emmanouil N Anagnostou, Jaemo Yang, Md Abul Bhuiyan, Diego Cerrai, Xinxuan Zhang, David Wanik, Maria E.B. Frediani
Research Type: Journal Article

Predicting Storm Outages through New Representations of Weather and Vegetation
2019
Maria Frediani, Emmanouil N Anagnostou, David Wanik, Xinxuan Zhang, Jaemo Yang, Ehsan Bhuiyan, Diego Cerrai
Research Type: Journal Article

Outage prediction models for snow and ice storms.
2019
Diego Cerrai, Peter Watson, Emmanouil N Anagnostou, Marika Koukoula
Research Type: Journal Article