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Transportation Secure Data Center

The Transportation Secure Data Center (TSDC) at https//www.nrel.gov/tsdc provides free access to detailed transportation data from travel surveys and studies conducted across the nation. It features millions of data points including second-by-second GPS…
energy
transportation
transportation data
transportation secure data center
global positioning system GPS data
travel studies
travel surveys
vehicle characteristics
road network
road grade
GPS
renewable energy
RE
Golden
colorado
spatial analysis
travel distance
speed
Department of Transportation
Submitted 03/28/2016 - 14:10 by tsdc@nrel.gov

Grid Service Values of Generic Marginal Building Flexibility in Modeled 2030 U.S. Power Systems

The datasets include the capacity, energy, and ancillary service values of a marginal kilowatt-hour (kWh) of generic, daily, shiftable building flexibility as a presumed market entrant in the 2030 U.S. power systems. The results should be interpreted…
demand response
grid-interactive efficient buildings
building flexibility
grid integration
Submitted 01/12/2021 - 10:39 by Shengru Zhou

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

This dataset has been superseded by a new set of workbooks that can be found here: https://data.nrel.gov/submissions/183 These workbooks contain modeled estimates of long-run marginal CO2 emission rates (LRMER) for the contiguous United States. The…
greenhouse gas emissions
ReEDS
Long-run
Marginal emissions
Cambium
NREL
CO2
PLEXOS
Submitted 08/12/2021 - 16:10 by Pieter Gagnon

Long-run Marginal Emission Rates for Electricity - Workbooks for 2021 Cambium Data

These workbooks contain modeled estimates of long-run marginal 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
PLEXOS
Submitted 01/05/2022 - 16:54 by Pieter Gagnon

Heavy-Duty Vehicle Activity for EPA MOVES

The U.S. Environmental Protection Agency’s (EPA’s) MOtor Vehicle Emission Simulator (MOVES) is a publicly available tool used by researchers and policymakers to help understand motor vehicle emission sources at a national, county, and project level…
Fleet DNA
CE-CERT
on-road
heavy-duty vehicles
start and idle activity
MOVES.
Submitted 06/04/2021 - 13:00 by Chen Zhang

Fleet DNA

Available online at www.nrel.gov/fleetdna, the Fleet DNA clearinghouse of commercial fleet vehicle operating data helps manufacturers and developers optimize vehicle designs and helps fleet managers choose advanced technologies for their fleets…
energy
data
Fleet DNA
medium-duty vehicles
heavy-duty vehicles
commercial fleet vehicle operating data
vehicle manufacturers
vehicle operators
fleet managers
advanced vehicle technologies
data visualizations
commercial vehicle vocations
United States
on-line tool
transportation
analysis
Submitted 03/28/2016 - 16:51 by fleetdna@nrel.gov

Manufacturing Thermal Energy Use in 2014

The first data set estimates thermal energy use (i.e., fuels combusted for process heating, boilers, and combined heat and power/cogeneration) by end use, temperature, county, and facility employment size class for all U.S. manufacturing industries in…
NREL
energy
data
manufacturing
boilers
process heat
temperature
thermal energy
CHP
cogeneration
Submitted 09/27/2019 - 08:01 by Colin McMillan

2018 Industrial Energy Data Book

The Industrial Energy Data Book (IEDB) aggregates and synthesizes information on the trends in industrial energy use, energy prices, economic activity, and water use. The IEDB also estimates county-level industrial energy use and combustion energy use of…
NREL
energy
Industrial Energy Data Book
industry
agriculture
mining
construction
manufacturing
county
Submitted 11/14/2019 - 07:47 by Colin McMillan

Electrification Futures Study Load Profiles

This data set includes hourly load profiles developed for the Electrification Futures Study (EFS). The load profiles represent projected end-use electricity demand for various scenarios of electrification (Reference, Medium, High) and technology…
NREL
energy
data
electrification
buildings
transportation
industry
Electrification Futures Study
EFS
United States
end-use technologies
electrotechnologies
energy transitions
2050
load profile
Submitted 01/14/2020 - 17:02 by Paige Jadun

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