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AI-Enhanced Hydropower Systems: Smart Dams for a Resilient Future
This paper focuses on water-energy, using AI for smart, holistic hydropower operations to enhance water for energy resilience.
The existing challenges include (a) increasing demand for water and electricity, requiring a shift to flexible, real-time hydropower operations due to ch...
Varadharajan, C., Ajami, N., Brodie, E., Ciulla, F., Falco, N., Feldman, D., Newcomer, M., Dwivedi, D., Li, Y., Nakata, R., Nakata, N., Nico, P., Williams, K., Mahoney, M., Ramakrishnan, L., and Cholia, S.
A Multi-Scale Integrated Assessment Model for How Emerging Biotechnologies Can Contribute to Decoupling Energy and Water Systems
Energy-water (EW) systems in the U.S. are deeply interconnected through complex networks vulnerable to disruptions, such as when a regional drought simultaneously impacts hydropower generation, thermoelectric production, and water availability across multiple sectors, producing kn...
Patelli, P., Solander, K., Gonzalez-Esquer, R., Xu, C., Bower, C., Davis, R., Carruthers, J., and Thomas, J.
Energy-Water-Land Frameworks for Data Center Siting and Operations
This white paper focuses on energy-water-land intersections for data center siting and operations.
Challenges include rapid deployment of data centers and consequential uncertainty regarding the extent these facilities may impact or be constrained by water, land, and energy resou...
Macknick, J., Schneider, K., Barton, R., Hardikar, M., Martin, J., Struck, S., Lepley, K., Steward, D., Smith, F., Levine, A., Rivers, M., Rosenlieb, E., Gu, J., Podgorny, S., Castelao, G., and Leick, N.
Integrated Energy-Water Data for Cross-Sector Resilience
Disjointed management of water and energy systems has created systemic vulnerabilities in the United States, particularly as aging infrastructure, population and industrial growth, and severe weather events strain both sectors. High-quality, standardized datasets like those provid...
Hodson, A., Stokes-Draut, J., Chini, C., Rao, P., and Semrod, K.
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.