David W. Wanik
University of Connecticut
H-index: 12
North America-United States
Top articles of David W. Wanik
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Predicting Energy Demand Using Machine Learning: Exploring Temporal and Weather-Related Patterns, Variations, and Impacts | IEEE Access | Buket Sahin Kingsley Udeh David W Wanik Diego Cerrai | 2024/2/26 |
Predicting County-Level Population from VIIRS Nighttime Light Imagery with Deep Learning | IEEE Sensors Journal | Viswadeep Lebakula Vineela Datla David W Wanik Arthur G Cosby | 2024/2/13 |
Community power outage prediction modeling for the Eastern United States | Energy Reports | William O Taylor Diego Cerrai David Wanik Marika Koukoula Emmanouil N Anagnostou | 2023/11/1 |
A hybrid physics-based and data-driven model for power distribution system infrastructure hardening and outage simulation | Reliability Engineering & System Safety | William Hughes Wei Zhang Diego Cerrai Amvrossios Bagtzoglou David Wanik | 2022/9/1 |
Autoregressive modeling of utility customer outages with deep neural networks | Kingsley Udeh David W Wanik Diego Cerrai Derek Aguiar Emmanouil Anagnostou | 2022/1/26 | |
Linking multi-media modeling with machine learning to assess and predict lake chlorophyll a concentrations | Journal of Great Lakes Research | Christina Feng Chang Valerie Garcia Chunling Tang Penny Vlahos David Wanik | 2021/12/1 |
Systems and methods for outage prediction | 2021/10/12 | ||
Damage modeling framework for resilience hardening strategy for overhead power distribution systems | Reliability Engineering & System Safety | William Hughes Wei Zhang Amvrossios C Bagtzoglou David Wanik Osvaldo Pensado | 2021/3/1 |
Dynamic modeling of power outages caused by thunderstorms | Forecasting | Berk A Alpay David Wanik Peter Watson Diego Cerrai Guannan Liang | 2020/5/22 |
Quantifying uncertainty in machine learning-based power outage prediction model training: A tool for sustainable storm restoration | Sustainability | Feifei Yang David W Wanik Diego Cerrai Md Abul Ehsan Bhuiyan Emmanouil N Anagnostou | 2020/2/18 |
Weather‐related power outage model with a growing domain: structure, performance, and generalisability | The Journal of Engineering | Peter L Watson Diego Cerrai Marika Koukoula David W Wanik Emmanouil Anagnostou | 2020/10 |
Estimated time to restoration of hurricane sandy in a future climate | Sustainability | Tara C Walsh David W Wanik Emmanouil N Anagnostou Jonathan E Mellor | 2020/8/12 |
Co-Authors
