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
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

Incorporating Event Severity Classification in Weather-Related Power Outage Prediction
2019
Marika Koukoula, Peter Watson, Emmanouil N Anagnostou, Diego Cerrai, Feifei Yang
Research Type: Poster/Presentation

Investigating the predictability of a Mediterranean tropical-like cyclone using a storm-resolving model
2018
Daniel Klocke, Guido Cioni, Diego Cerrai
Research Type: Journal Article

A case study on power outage impacts from future Hurricane Sandy scenarios
2018
Jie He, Diego Cerrai, Emmanouil N Anagnostou, M. E.B. Frediani, G. M. Lackmann, Marina Astitha, David Wanik, Brian Hartman, Jerry Yang
Research Type: Journal Article

A numerical study of the Livorno 9-10 September 2017 flash flood
2018
Diego Cerrai, Efthymios I Nikolopoulos, Sandro Carniel, Antonio Ricchi, Guido Cioni, Davide Bonaldo, Emmanouil N Anagnostou
Research Type: Poster/Presentation

Effects of the structure of training regime on a machine-learning based power outage model
2018
Diego Cerrai, Peter Watson, Emmanouil N Anagnostou
Research Type: Poster/Presentation

Power Outage Prediction Models for Mixed Phase Precipitation Events: Machine Learning vs. Statistical Models
2018
Diego Cerrai, Emmanouil N Anagnostou
Research Type: Poster/Presentation

Dynamic Representation of Storm Outages Using an LSTM Neural Network
2018
Berk Alpay, Emmanouil N Anagnostou, David Wanik
Research Type: Poster/Presentation

Uncertainty Assessment of Extreme Storm Forecasts Using Numerical Weather Prediction and Gridded Bayesian Linear Regression
2018
Jaemo Yang, Peter Watson, Marina Astitha, Diego Cerrai
Research Type: Poster/Presentation

Potential vorticity patterns in Mediterranean “hurricanes”
2017
S Laviola, Diego Cerrai, E Cattani, V Levizzani, MM Miglietta
Research Type: Journal Article

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