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Quantifying Energy Use across U.S. Water Sectors: A Scalable AI/ML-Driven Framework for Data Integration and Resilience Planning

This white paper explores opportunities to quantify and characterize energy use across major U.S. water sectors, including irrigation, water supply, and water treatment, with a focus on energy for water dimension. A scalable AI/ML-driven framework will be developed to harmonize fr...

Ghimire, G., Bhanja, S., and Martinez, R.

Advancing Energy-Water Resilience through Integrated Science and Technology for Natural Infrastructure Management

This white paper focuses on water for energy. The challenge is that ecosystems are under increasing stress from rising temperatures, prolonged drought, and intensifying disturbances like wildfire, insects, and land-use change, which can impact the hydrologic capacity of watershed...

Dickman, L., Atchley, A., Giovando, J., Fluet-Chouinard, E., Xu, C., and McPherson, T.

Energy Needs for Water Supply Expansion in Urban Areas

Rising urban water demand requires new water supply provisioning in cities. Understanding and quantifying the energy-intensity of new water supply options can help planners identify pathways for water supply expansion with manageable energy requirements. There is opportunity for ...

Deines, J., Catalano, A., Sinnott, V., Yoon, J., Sun, N., and Duan, Z.

Hydrotwin: an AI-based physics and optimization framework for improved water resource resilience in systems experiencing adverse events

This white paper focuses on water for energy. As we move ahead into an uncertain future for water resource demand and supply, a massive challenge exists to optimize water systems to be resilient to a range of press/pulse extreme event states and conditions. Optimal decision-makin...

Bennett, K., Schwenk, J., and Garcia, M.

Thermoelectric and Hydropower Drought Monitor and Outlook: Tools for more robust resource adequacy planning and management

The primary focus is on issues related to water for energy; specifically, how drought-impacted water supply limits the generation potential of hydropower and thermoelectric assets. Existing Challenge: Twenty-two droughts, each causing a billion dollars or more in damages have im...

Voisin, N., Tidwell, V., and Gerlich, J.