Diego Cerrai

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Weather Forecast

Autoregressive Model

Machine Learning

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans. Geosci. Remote. Sens.

Publications

William Hughes, Peter L. Watson, Diego Cerrai, Xinxuan Zhang, Amvrossios C. Bagtzoglou, Wei Zhang, Emmanouil N. Anagnostou
Assessing grid hardening strategies to improve power system performance during storms using a hybrid mechanistic-machine learning outage prediction model. Reliab. Eng. Syst. Saf. 248 (2024)
Peter L. Watson, William Hughes, Diego Cerrai, Wei Zhang, Amvrossios C. Bagtzoglou, Emmanouil N. Anagnostou
Integrating Structural Vulnerability Analysis and Data-Driven Machine Learning to Evaluate Storm Impacts on the Power Grid. IEEE Access 12 (2024)
William Hughes, Wei Zhang, Diego Cerrai, Amvrossios C. Bagtzoglou, David W. Wanik, Emmanouil N. Anagnostou
A Hybrid Physics-Based and Data-Driven Model for Power Distribution System Infrastructure Hardening and Outage Simulation. Reliab. Eng. Syst. Saf. 225 (2022)
Kingsley Udeh, David W. Wanik, Diego Cerrai, Derek Aguiar, Emmanouil N. Anagnostou
Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks. CCWC (2022)
William O. Taylor, Marios N. Anagnostou, Diego Cerrai, Emmanouil N. Anagnostou
Machine Learning Methods to Approximate Rainfall and Wind From Acoustic Underwater Measurements (February 2020). IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
Diego Cerrai, Peter Watson, Feifei Yang, Marika Koukoula, Emmanouil N. Anagnostou
Storm Power Outage Prediction and Verification using NWP Models and Remote Sensing Data. IGARSS (2020)
Diego Cerrai, David W. Wanik, Md Abul Ehsan Bhuiyan, Xinxuan Zhang, Jaemo Yang, Maria E. B. Frediani, Emmanouil N. Anagnostou
Predicting Storm Outages Through New Representations of Weather and Vegetation. IEEE Access 7 (2019)