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GORMan: A framework for Governance, Ontologies, and Risk Management of scalable, cross-sector integration of secure energy-water infrastructure information
This white paper addresses the inherent challenges in applying data-driven approaches to integrated energy-water solutions across the US due to the lack of standardization in collection, storage, governance, management, curation and risk mitigation among data owners across scales...
Fishler, H., May, A., Knight, K., and Rebillout, L.
Integrated Water-Energy-Economics Framework for Public Water System Resilience
This paper highlights key energy-for-water challenges in U.S. public water systems (PWS): aging infrastructure, cost recovery gaps, hydrologic vulnerabilities, and high-demand users like data centers--which concentrate near population centers and existing PWS. It underscores the n...
Siddik, M., Ahmad, N., Guaita, S., and Chinthavali, S.
Enabling Energy-Water Resilience in U.S. Data Centers: Water-Aware Grid Planning and Operations with Infrastructure-Compatible Cooling
Rapid, concentrated expansion of AI data centers is reshaping electricity demand profiles, local infrastructure requirements, and regional resource constraints. These facilities are often sized from tens to hundreds of megawatts with multi-gigawatt campus clusters. They are relati...
Zhou, Z., Wu, M., Qiu, F., Muehleisen, R., Zhao, D., Yan, E., and Worek, W.
Water Energy Planning Strategies to meet Emerging Load from Data Centers
This white paper discusses the urgent need for innovative management of energy and water resources in the context of rapidly growing data centers, particularly as U.S. electricity demand is projected to increase by 35 to 40% by 2040 due to the rise of artificial intelligence (AI)....
Bhowmik, P., Cafferty, K., Klise, K., and Jackson, N.
A Probabilistic Framework for Uncovering Water-Energy Infrastructure Dependencies and Assessing Systemic Consequences
The coupling of water and energy systems is critical for ensuring resilient infrastructure, particularly as water plays an essential role in the safe and reliable operation of energy sources. The dependency on water becomes increasingly complex when energy systems are integrated w...
Yigitoglu, A., Muhlheim, M., Smith, A., Ramuhalli, P., and Berres, A.
Revolutionizing Water-Energy Infrastructure Resilience through Distributed Sensing and Digital Twins
This white paper addresses the intersection of Water for Energy and Energy for Water, proposing foundational technology to enhance the resilience and operational longevity of critical national assets, including hydropower facilities and marine energy systems.
The core challenge i...
Luo, L.
Monitoring, Planning, and Management of Water Quality and Quantity for Resilient Water and Energy Systems
Both resilient systems where water is used for energy production and energy is used for treatment and operation depend not only on the quantity of water, but also quality and environmental health. Addressing gaps in environmental health and infrastructure condition/capability data...
Hansen, C., DeRolph, C., Allen-Dumas, M., Griffiths, N., Matson, P., Pilla, R., Siddik, A., Stevenson, L., and Johnson, 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.
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.
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.