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A National Thermal Generator Performance Database

This submission contains cleaned and filtered data from the Environmental Protection Agency Clean Air Markets CAM database of thermal power plant operation and performance.
NREL
energy
data
thermal plant
thermal performance
part load
heat rate
boiler
coal
natural gas
diesel
oil
combustion
turbine
wood
Submitted 12/05/2018 - 15:09 by Michael Rossol

ResStock County/Household Income Assignment CHIA

These data tables are cross-tabulations that provide the distribution of households by household income, converted to Federal Poverty Level (FPL) or Area Median Income (AMI) bins, and tenure status (owner or renter), specified by location and various…
NREL
energy
data
residential
buildings
demographics
ACS
AHS
ResStock
LMI
income
low-income
Submitted 07/02/2019 - 15:53 by Chioke Harris

dGen (Distributed Generation Market Demand) Model Data: Alpha Release

DEPRECATED. DO NOT USE. See current version. Open sourced data needed to run the basic alpha release version of the dGen model. Includes a pre-generated agent file of 100,000 agents in pickle file format along with the base schema and table data in…
NREL
energy
data
dGen
Distributed Generation Market Demand Model
adoption
solar adoption
solar
photovoltaic
PV adoption
agent based model
techno-economic modeling
TEA
techno-economic analysis
dGen alpha release
RiDER
Resilient Planning for Distributed Energy Resources
agent based modeling
Submitted 04/01/2020 - 11:36 by Trevor Stanley

Topology-Based Machine-Learning for Modeling Power-System Responses to Contingencies

This is the companion dataset to the presentation NREL/PR-6A20-77485, which was presented at the 2020 Joint Statistical Meeting on August 3, 2020. Developed for the machine-learning predictive modeling of power-system responses to disruptions, it…
power system
graph theory
topological data analysis
simulation
machine learning
resilience
Submitted 08/01/2020 - 08:43 by Brian W Bush

NREL HPC Eagle Jobs Data

3 months of Eagle jobs data including Slurm metadata and derived power use characterization.
HPC
node usage
processors
Eagle
Submitted 11/24/2020 - 10:37 by Hilary Egan

Caerbannog Point Clouds

The Caerbannog Point Clouds provide point-sampled 3D models occluded in clouds of points. We synthesized the 3D point clouds from polygonal models, point-sampling the models and surrounding them in a point cloud such that the shape of the model is…
data visualizations
data analysis
scatterplots
visual perception
Submitted 12/01/2020 - 11:37 by Kenny Gruchalla

Opportunities for Solar for Industrial Process Heat in the United States

Figure data for report on opportunities for solar technologies to provide industrial process heat in the United States (NREL/TP-6A20-77760).
solar industrial process heat
heat pumps
PV
technical potential
concentrating solar power
Submitted 12/24/2020 - 06:03 by Colin McMillan

dGen (Distributed Generation Market Demand) Model Data: Version 1.0.0 Agents

Open sourced agent files needed to run version 1.0.0 of the dGen model. Contains all national, ISO, and state level residential and commercial agents.
solar
adoption
solar adoption
photovoltaic
PV adoption
agent based model
techno-economic analysis
techno-economic modeling
RiDER
Resilient Planning for Distributed Energy Resources
Submitted 08/10/2021 - 18:02 by Trevor Stanley

Long-run Marginal CO2 Emission Rates Workbooks for 2020 Standard Scenarios Cambium Data

These workbooks contain modeled estimates of long-run marginal CO2 emission rates (LRMER) for the contiguous United States. The LRMER is an estimate of the rate of emissions that would be either induced or avoided by a long-term (i.e., more than several…
greenhouse gas emissions
ReEDS
Long-run
Marginal emissions
Cambium
NREL
CO2
PLEXOS
Submitted 08/12/2021 - 16:10 by Pieter Gagnon

Solar Futures Study Databook

The Solar Futures Study explores pathways for solar energy to drive deep decarbonization of the U.S. electric grid and considers how further electrification could decarbonize the broader energy system. This workbook contains data behind most figures…
solar
rooftop solar
utility-scale solar
concentrating solar power
photovoltaics
energy analysis
Solar Futures Study
Submitted 10/27/2021 - 19:29 by Robert Margolis