Puerto Rico Observed Hydropower Generation Citation Broman, D., Giovando, J., and Voisin, N (2026). Puerto Rico Observed Hydropower Generation v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362785 Description This dataset contains observed hydropower generation for hydropower facilities in the...

Hawaii Observed Hydropower Generation Citation Broman, D., Giovando, J., and Voisin, N (2026). Hawaii Observed Hydropower Generation v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362787 Description This dataset contains observed hydropower generation for hydropower facilities in the State of...

Alaska Observed Hydropower Generation Citation Broman, D., Giovando, J., and Voisin, N (2026). Alaska Observed Hydropower Generation v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362789 Description This dataset contains observed hydropower generation for hydropower facilities in the State of...

Existing Hydropower Assets (EHA) 9505 Alaska Plant Database Citation Broman, D., Giovando, J., and Voisin, N (2026). Existing Hydropower Assets (EHA) Alaska Plant Database Extension v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362796 Description This dataset is an extension and subset of the...

Existing Hydropower Assets (EHA) 9505 Hawaii Plant Database Citation Broman, D., Giovando, J., and Voisin, N (2026). Existing Hydropower Assets (EHA) Hawaii Plant Database Extension v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362795 Description This dataset is an extension and subset of the...

Existing Hydropower Assets (EHA) 9505 Puerto Rico Plant Database Citation Broman, D., Giovando, J., and Voisin, N (2026). Existing Hydropower Assets (EHA) Puerto Rico Plant Database Extension v1.0 [Data set]. PNNL. https://doi.org/10.25584/3362794 Description This dataset is an extension and subset...

This repository contains data and code for the experiments run in the paper "Understanding Generative AI Content with Embedding Models" ( https://arxiv.org/abs/2408.10437 ). DataBase POC: Max Vargas (max.vargas@pnnl.gov) The data is separated by experiment: A. The `stack_exchange` dataset contains a...

Energy insecurity affects most low-income households in the United States. Energy insecurity, which is characterized by a household’s inability to afford their energy needs, often leads to risky choices, causing other forms of insecurity including food and health. Although there are government...

This repository contains data for the experiments run in the paper "Understanding Generative AI Content with Embedding Models" ( https://arxiv.org/abs/2408.10437 ). DataBase POC: Max Vargas (max.vargas@pnnl.gov) The data is separated by experiment: A. The `stack_exchange` dataset contains a...

Please cite as : Schmidt A.J. 2023. MHTLS Cross-flow Heat Exchanger Temperature Performance Data. [Data Set] PNNL DataHub. 10.25584/2476481 The presentation and supporting information provide data on the performance of an engineering-scale cross-flow heat exchanger used in hydrothermal liquefaction...

Federal and state decarbonization goals have led to numerous financial incentives and policies designed to increase access and adoption of renewable energy systems. In combination with the declining cost of both solar photovoltaic and battery energy storage systems and rising electric utility rates...

Extreme weather events, including fires, heatwaves(HWs), and droughts, have significant impacts on earth, environmental, and power energy systems. Mechanistic and predictive understanding, as well as probabilistic risk assessment of these extreme weather events, are crucial for detecting, planning...

As energy prices rise and climate change brings more extreme and frequent days of heating and cooling, households must allocate more of their income to energy bills, increasing their energy burden. Many strategies are employed to alleviate high energy burden, such as weatherization, energy...

HDF5 file containing 10,000 hydraulic transmissivity inputs and the corresponding hydraulic pressure field outputs for a two-dimensional saturated flow model of the Hanford Site. The inputs are generated by sampling a 1,000-dimensional Kosambi-Karhunen-Loève (KKL) model of the transmissivity field...

The presentation and supporting information provide data on the performance of an engineering-scale cross-flow heat exchanger used in hydrothermal liquefaction (HTL). Temperature profiles are provide for the process of waste water treatment sludges and a food waste. The data can be used to model...