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
Storm Power Outage Prediction and Verification using NWP Models and Remote Sensing Data
2024
Feifei Yang, Emmanouil N Anagnostou, Marika Koukoula, Diego Cerrai, Peter Watson
Research Type: Conference Proceedings

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

Improving Winter Power Outage Forecasts with a Snow Index
2024
Brian Filipiak, Diego Cerrai, Marina Astitha
Research Type: Poster/Presentation

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

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

Weather-induced power outages.
2022
Emmanouil N Anagnostou, Diego Cerrai
Research Type: Book Chapter

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