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Wet Chemical Compositional and Near IR Spectra Data Sets for Biomass

Near-infrared (NIR) calibration models are created by applying multivariate calibration methods to the combination of wet chemistry data and NIR spectra of a given set of biomass samples. Wet chemical compositional data and NIR spectra exist for the…
NREL
energy
data
Submitted 11/22/2019 - 13:50 by David Crocker

FCIC FY18 LT-baseline Feedstock Images

Set of images taken during pilot plant dilute-acid hydrolysis preatreatment reactor operation. Images were taken with a GoPro Hero 5 with rectilinear lens facing downwards on a weigh-belt instrument. Image period was every 30 seconds during operation. …
biomass feedstock
automated image analysis
machine vision
Submitted 07/24/2020 - 13:31 by David Sievers

Genome-wide Transcription Factor DNA Binding Sites and Gene Regulatory Networks in Clostridium thermocellum

Clostridium thermocellum is a thermophilic bacterium recognized for its natural ability to effectively deconstruct cellulosic biomass. While there is a large body of studies on the genetic engineering of this bacterium and its physiology to-date, there…
transcriptional regulatory networks
Clostridium thermocellum
regulon
transcription factor
DNA binding site
bioinformatics
DAP-seq
Submitted 04/19/2021 - 14:19 by Katherine Chou

ATP3 Unified Field Study Data

ATP3 Unified Field Study DataThe Algae Testbed Public-Private Partnership ATP3 was established with the goal of investigating open pond algae cultivation across different geographic climatic seasonal and operational conditions while setting the benchmark…
NREL
energy
data
algae
biofuel
cultivation trials
harvest yields
Biomass
UFS
modeling and analysis
fuels
testbed
cultivation strategies
algal productivities
ponds
media
2013-2015
Nannochloropsis oceanica
Chlorella vulgaris
Desmodesmus cf intermedius
Arizona State University
Cellana
Cal Poly San Luis Obispo
Georgia Tech
Arizona
Georgia
California
Hawaii
Florida
Ohio
Florida Algae
TRL Corp
Continental USA
Unified Field Studies
renewabe energy
biochemical
Submitted 10/19/2017 - 13:07 by Ed Wolfrum

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