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
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

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

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks
Kingsley Udeh, Derek C Aguiar, Diego Cerrai, Emmanouil N Anagnostou, David Wanik
Research Type: Conference Proceedings

Probabilistic Storm and Electric Utility Customer Outage Prediction
Kingsley Udeh, Diego Cerrai, Derek C Aguiar, Emmanouil N Anagnostou, David Wanik
Research Type: Journal Article

Machine Learning Methods to Approximate Rainfall and Wind from Acoustic Underwater Measurements
Diego Cerrai, Emmanouil N Anagnostou, Marios Anagnostou, Will Taylor
Research Type: Journal Article

The Effect of Lead-Time Weather Forecast Uncertainty on Outage Prediction Modeling
Feifei Yang, Diego Cerrai, Emmanouil N Anagnostou
Research Type: Journal Article