Predicting storm outages through new representations of weather and vegetation D Cerrai, DW Wanik, MAE Bhuiyan, X Zhang, J Yang, MEB Frediani, ... IEEE Access 7, 29639-29654, 2019 | 108 | 2019 |
A case study on power outage impacts from future hurricane sandy scenarios DW Wanik, EN Anagnostou, M Astitha, BM Hartman, GM Lackmann, ... Journal of Applied Meteorology and Climatology 57 (1), 51-79, 2018 | 60 | 2018 |
Quantifying uncertainty in machine learning-based power outage prediction model training: A tool for sustainable storm restoration F Yang, DW Wanik, D Cerrai, MAE Bhuiyan, EN Anagnostou Sustainability 12 (4), 1525, 2020 | 58 | 2020 |
Outage prediction models for snow and ice storms D Cerrai, M Koukoula, P Watson, EN Anagnostou Sustainable Energy, Grids and Networks 21, 100294, 2020 | 54 | 2020 |
Potential vorticity patterns in Mediterranean “hurricanes” MM Miglietta, D Cerrai, S Laviola, E Cattani, V Levizzani Geophysical Research Letters 44 (5), 2537-2545, 2017 | 49 | 2017 |
Dynamic modeling of power outages caused by thunderstorms BA Alpay, D Wanik, P Watson, D Cerrai, G Liang, E Anagnostou Forecasting 2 (2), 151-162, 2020 | 39 | 2020 |
Assessing the effects of a vegetation management standard on distribution grid outage rates D Cerrai, P Watson, EN Anagnostou Electric Power Systems Research 175, 105909, 2019 | 34 | 2019 |
Investigating the predictability of a Mediterranean tropical‐like cyclone using a storm‐resolving model G Cioni, D Cerrai, D Klocke Quarterly Journal of the Royal Meteorological Society 144 (714), 1598-1610, 2018 | 26 | 2018 |
A hybrid physics-based and data-driven model for power distribution system infrastructure hardening and outage simulation W Hughes, W Zhang, D Cerrai, A Bagtzoglou, D Wanik, E Anagnostou Reliability Engineering & System Safety 225, 108628, 2022 | 25 | 2022 |
Dynamic modeling of the effects of vegetation management on weather-related power outages WO Taylor, PL Watson, D Cerrai, EN Anagnostou Electric Power Systems Research 207, 107840, 2022 | 24 | 2022 |
The effect of lead-time weather forecast uncertainty on outage prediction modeling F Yang, D Cerrai, EN Anagnostou Forecasting 3 (3), 501-516, 2021 | 22 | 2021 |
Weather‐related power outage model with a growing domain: structure, performance, and generalisability PL Watson, D Cerrai, M Koukoula, DW Wanik, E Anagnostou The Journal of Engineering 2020 (10), 817-826, 2020 | 18 | 2020 |
Machine learning methods to approximate rainfall and wind from acoustic underwater measurements (February 2020) WO Taylor, MN Anagnostou, D Cerrai, EN Anagnostou IEEE Transactions on Geoscience and Remote Sensing 59 (4), 2810-2821, 2020 | 17 | 2020 |
A statistical framework for evaluating the effectiveness of vegetation management in reducing power outages caused during storms in distribution networks WO Taylor, PL Watson, D Cerrai, E Anagnostou Sustainability 14 (2), 904, 2022 | 14 | 2022 |
Autoregressive modeling of utility customer outages with deep neural networks K Udeh, DW Wanik, D Cerrai, D Aguiar, E Anagnostou 2022 IEEE 12th Annual Computing and Communication Workshop and Conference …, 2022 | 11 | 2022 |
Brief communication: Hurricane Dorian: Automated near-real-time mapping of the “unprecedented” flooding in the Bahamas using synthetic aperture radar D Cerrai, Q Yang, X Shen, M Koukoula, EN Anagnostou Natural Hazards and Earth System Sciences 20 (5), 1463-1468, 2020 | 11 | 2020 |
Machine learning evaluation of storm-related transmission outage factors and risk WO Taylor, S Nyame, W Hughes, M Koukoula, F Yang, D Cerrai, ... Sustainable Energy, Grids and Networks 34, 101016, 2023 | 9 | 2023 |
System and method for damage assessment and restoration PL Watson, D Cerrai, E Anagnostou US Patent 11,367,053, 2022 | 7 | 2022 |
Storm power outage prediction and verification using NWP models and remote sensing data D Cerrai, P Watson, F Yang, M Koukoula, E Anagnostou IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 7 | 2020 |
Assessing the power grid vulnerability to extreme weather events based on long-term atmospheric reanalysis F Yang, M Koukoula, S Emmanouil, D Cerrai, EN Anagnostou Stochastic Environmental Research and Risk Assessment 37 (11), 4291-4306, 2023 | 5 | 2023 |