104th AMS Annual Meeting: 15th Conference on Weather, Water, Climate, and the New Energy Economy

AI Applications in the Energy Sector

Hosts: (Joint between the 15th Conference on Weather, Water, Climate, and the New Energy Economy; and the 23rd Conference on Artificial Intelligence for Environmental Science )

Submission Deadline: Thursday, 31 August 2023

12:00 AM

Predictive Intelligence for Lightning Events: A Machine Learning Solution to Mitigate Risks in Power Energy Operations

Luis Pavam, UFPR - Federal University of Parana, Curitiba, Brazil; SIMEPAR - Parana Environmental Technology and Monitoring Service, Curitiba, PR, Brazil; and C. Beneti, L. E. S. Oliveira, M. A. Z. Alves, and L. Calvetti

12:00 AM

Improving the Accuracy of Wind Gust Forecasts for Power Distribution Systems

Rafael Toshio Inouye, SIMEPAR - Parana Environmental Technology and Monitoring Service, Curitiba, PR, Brazil; and C. Beneti, L. Calvetti, L. E. S. Oliveira, and S. Paz

12:00 AM

From High Impact Weather Nowcasting to Power Outage Prediction using Machine Learning Algorithms - A Short-Term RTO Project in Southern Brazil

Cesar Beneti, SIMEPAR - Parana Environmental Technology and Weather Monitoring Service, Curitiba, PR, Brazil; and L. Calvetti, S. Paz, J. Silva Jr., R. T. Inouye, F. Verdelho, R. Lins da Rocha Jr., L. Pavam, G. Rasera, and M. V. Cardoso

Communication of and response to weather hazards within utilities and the electric sector including case studies

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

Session

Effects of Solar & Wind Plants on Local Weather & Climate

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

Session

Energy Storage, Distributed Resources, & Demand Side Management

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

Session

Fire weather and Public Safety Power Shutoff forecasting

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

12:00 AM

A Deep Learning Approach to Building Real Time Diagnostics of Fire Weather Risk in Southern California

Charles Jones, University of California Santa Barbara, Santa Barbara, CA; and C. F. Thompson, D. M. Siuta, D. Seto, and N. Sette

12:00 AM

Assessment of Fire Danger for the Italian Power Utilities using the MERIDA HRES Reanalysis

Filippo D'Amico, RSE S.p.A., Milano, MI, Italy; and F. Viterbo, R. Bonanno, E. Collino, and M. Lacavalla

Session

Forecast Evaluation and Use of Probabilistic Forecasts for Energy Applications

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

Session

Grid Operations and Energy Weather/Energy Resiliency: Extreme Weather and Climate Events

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

12:00 AM

High-frequency Fluctuation of Air Temperature and Building Energy Response in Coastal Urban Environment during a Heatwave Event: The Effect and Mechanism of Local Flows in Complex Terrain

Ruiqing Du, The University of Hong Kong, Hong Kong, 91, China; and C. H. Liu

12:00 AM

Extreme Weather and Natural Hazard Impacts to Grid Operations: A Focus On Utility-Scale Solar

Nicole Jackson, Sandia National Laboratories, Albuquerque, NM; and T. Gunda, S. Dhulipala, and S. Awara

12:00 AM

Extreme Wind Speeds at US Offshore Windfarms in the Future Climate

Fred Letson, Cornell Univ., Ithaca, NY

12:00 AM

Simulation of Power Grid Outages from Historical Landfalling Hurricanes in the Northeast United States

Xinxuan Zhang, University of Connecticut, Storrs, CT; and P. Patlakas, E. Anagnoustou, S. Emmanouil, D. Cerrai, and I. Chaniotis

12:00 AM

Enhancing Electric Grid Management through Climate-Driven Energy Demand Forecasting Models

Buket Sahin, University of Connecticut, Storrs, CT; and D. W. Wanik

Session

Hydrokinetic & Marine Energy: Resource Assessment, Forecasting, and Development

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

Session

Integrated Energy System Modeling

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

Session

Intersection of Weather & Climate with Energy Equity and Environmental Justice

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

Session

Load Forecasting in a Transitioning Energy Economy

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

12:00 AM

Impacts from Smoke on Solar Generation and Load in PJM Interconnection's RTO in Summer of 2023

Marcus R. Smith, PJM Interconnection, Audubon, PA

Machine Learning Applications in the Energy Sector

Hosts: (Joint between the 23rd Conference on Artificial Intelligence for Environmental Science; and the 15th Conference on Weather, Water, Climate, and the New Energy Economy )

Submission Deadline: Thursday, 31 August 2023

Session

Offshore Wind Forecasting

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

12:00 AM

Impacts of tropical and extratropical cyclones on future offshore wind energy over the U.S. Atlantic Coast

Jiali Wang, ANL, Lemont, IL; and P. Xue, W. J. Pringle, M. Churchfield, S. Feng, and S. E. Haupt

12:00 AM

Assessing Climate Change Impact on Green (Wind) Energy Resources in the Northeast U.S. using a Statistical Downscaling Approach

Tasnim Zaman, University of Connecticut, Willington, CT; University of Connecticut (UCONN) - Storrs, CT, Storrs-Mansfield, CT; and M. Astitha, G. Wang, M. Zahan Badhan, and E. D. Gutmann

12:00 AM

Using Machine Learning to Improve Offshore Wind Resource Assessment and Forecasting

Nicole Ma, Sage Hill School, Newport Coast, CA; and B. A. Colle

Session

Offshore Wind Resource Assessment

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

12:00 AM

Offshore Wind Profile Maps Developed using Machine Learning Techniques over the USA Coastal Region

James Joseph Frech, ESSIC/CISESS UMD, Silver Spring, MD; and K. Saha, H. M. Zhang, and P. J. Hogan

12:00 AM

Uncertainty Quantification of Modeled Wind Speed Using Different WRF PBL Schemes for Puerto Rico

Jaemo Yang, National Renewable Energy Laboratory, Golden, CO; and M. Sengupta, Ph.D., Y. Xie, and H. H. Shin

12:00 AM

Hurricane Impacts on US East Coast Offshore Wind Energy Lease Areas

Kelsey Thompson, Cornell University, Ithaca, NY; and R. J. Barthelmie, X. Zhou, and S. C. Pryor

Session

Onshore Wind Forecasting

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

12:00 AM

Historical Attribution and Future Projection of the Changes in Near-surface Wind Speed in China

Hairong Li, Sun Yat-sen University, ZhuHai, Guangdong, China; and S. Yang and K. Deng

12:00 AM

Evaluating the Ability of the HRRRv3 and HRRRv4 to Forecast Wind Ramp Events in the Great Plains

Reagan N Mendeke, CIRES, Boulder, CO; NOAA, Boulder, CO; OU, Norman, OK; and D. D. Turner, L. Bianco, and I. V. Djalalova

Session

Onshore Wind Resource Assessment

Host: 15th Conference on Weather, Water, Climate, and the New Energy Economy
Submission Deadline: Thursday, 31 August 2023

Session

Session 15th Conference on Weather, Water, Climate, and the New Energy Economy