Data and Tools – Alphabetical Listing
Browse the full collection of datasets, maps, models, and tools available on the NLR website for the analysis of energy and energy-efficiency technologies.
A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z
A
ADAMS2AD: MSC.ADAMS-to-AeroDyn
ADOPT: Automotive Deployment Options Projection Tool
AGILE: Autonomous Grids – Identification, Learning, and Estimation
ALTRIOS: Advanced Locomotive Technology and Rail Infrastructure Optimization System
AMAR: Adaptive Mesh and Algorithm Refinement Modeling
Artificial Intelligence/Machine Learning User Applications and Support Tools
B
B2U: Battery Second-Use Repurposing Cost Calculator
Battery Microstructures Library
Battery Second-Use Repurposing Cost Calculator
BEopt™: Building Energy Optimization
BESTEST-EX: Building Energy Simulation Test for Existing Homes
Biomass Compositional Analysis
Biomass Feedstock Conversion Interface Handling Computational Models
BLAST: Battery Lifetime Analysis and Simulation Tool Suite
BMS: Baseline Measurement System
Broadband Outdoor Radiometer Calibration
BUTTER: An Empirical Deep Learning Experimental Framework
C
Chemo-Mechanical Cathode Cracking
Circumsolar Radiation Data: The Lawrence Berkeley Laboratory Reduced Data Base
Closed-Loop Pumped Storage Hydropower Supply Curves
Comparative PV Levelized Cost of Energy (LCOE) Calculator
Concentrating Solar Power Projects
Concentrating Solar Resource of the Southwest United States
CONFRRM: Cooperative Networks for Renewable Resource Measurements Solar Energy Resource Data
CREST: Cost of Renewable Energy Spreadsheet Tool
D
Distributed Energy Resource Cybersecurity Framework
Distributed Generation Market Demand Model
DriveCAT: Drive Cycle Analysis Tool
DRIVE™: Drive-Cycle Rapid Investigation, Visualization, and Evaluation
dsgrid: Demand-Side Grid Model
E
Early Fuel Cell Market Demonstration Composite Data Products
Eastern and Western Wind Integration Data Sets
EMIS: Energy Management Information Systems
End-Use Load Profiles for the U.S. Building Stock
Energy Research and Forecasting Model
EVI-EDGES: Electric Vehicle Infrastructure - Enabling Distributed Generation Energy Storage
EVI-EnSite: Electric Vehicle Infrastructure – Energy Estimation and Site Optimization Tool
EVI-DiST: Electric Vehicle Infrastructure – Distribution System Integration Tool
EVI-FAST: Electric Vehicle Infrastructure – Financial Analysis Scenario Tool
EVI-InMotion: Electric Vehicle Infrastructure — In Motion Tool
EVI-Pro: Electric Vehicle Infrastructure — Projection Tool
EVI-Rental: Electric Vehicle Infrastructure – Rental Car Tool
EVI-RoadTrip: Electric Vehicle Infrastructure for Road Trips
EVI-X Modeling Suite of Electric Vehicle Charging Infrastructure Analysis Tools
F
FASTSim™: Future Automotive Systems Technology Simulator
Federal Energy Management Program Screening Map
FESTIV: Flexible Energy Scheduling Tool for Integrating Variable Generation
Fleet Chromosomes: Data Pattern Finder
Fleet DNA: Commercial Fleet Vehicle Operating Data
FleetREDI: Fleet Research, Energy Data, and Insights
FLORIS: FLOw Redirection and Induction in Steady State
Fuel Cell Electric Vehicle Composite Data Products
Fuel Cell System Contaminants Material Screening Tool
Fuel Cell Technology Status Composite Data Products
G
Geothermal Policymakers' Guidebook
H
H2A: Hydrogen Analysis Production Models
H2A-Lite: Hydrogen Analysis Lite Production Model
H2FAST: Hydrogen Financial Analysis Scenario Tool
H2FillS: Hydrogen Filling Simulation Tool
HARP_Opt: Horizontal Axis Rotor Performance Optimization
HEM: Holistic Electricity Model
High Throughput Experimental Materials Database
Historically Black Colleges and Universities Solar Radiation Monitoring Network
HIVE: Highly Integrated Vehicle Ecosystem Simulation Framework
HyDRA: Hydrogen Demand and Resource Analysis
I
International Biomass Resource Assessments
J
JEDI: Jobs and Economic Development Impact Models
L
Levelized Cost of Energy Calculator
LIBRA: Lithium-Ion Battery Resource Assessment Model
Lithium-Ion Battery Secondary Pore Network Design Optimization Analytical Diffusion Model
Lithium-Ion Battery Supply Chain Database
M
MAP++: Mooring Analysis Program
MARBLES: Multi-Scale Adaptively Refined Boltzman Lattice Solvers
MATBOX: Microstructure Analysis Toolbox
Measurement and Instrumentation Data Center
MEP: Mobility Energy Productivity Tool
Meshfree Degradation of Electrochemical Materials Modeling Framework
MFI: Materials Flows through Industry
MIDAS: Multi-Timescale Integrated Dynamic and Scheduling Framework
N
NAATBatt Lithium-Ion Battery Supply Chain Database
NASA Remote Sensing Validation Data: Saudi Arabia
National Fuel Cell Technology Evaluation Center
National Oceanic and Atmospheric Administration Solar Data
National Residential Efficiency Measures Database
National Solar Radiation Database
National Wind Technology Center 135-m Meteorological Towers Data Repository
Next Generation Hydrogen Station Composite Data Products: All Stations
Next Generation Hydrogen Station Composite Data Products: Retail Stations
Non-Energy Benefits Knowledge Library
O
OCHRE™: Object-Oriented Controllable High-Resolution Residential Energy Model
Open EI®: Open Energy Information
OpenOA: Open Operational Assessment
OpenPATH: Open Platform for Agile Trip Heuristics
P
Photovoltaic Bifacial Irradiance and Performance Modeling Toolkit
Photovoltaic Module Soiling Map
PRAS: Probabilistic Resource Adequacy Suite
PRECISE: PREconfiguring and Controlling Inverter SEt-points
PREESAT: Puerto Rico Energy Efficiency Scenario Analysis Tool
PVade: Photovoltaic Aerodynamic Design Engineering Software
PV ICE: Photovoltaics in the Circular Economy Tool
Q
R
RAPID Toolkit™: Regulatory and Permitting Information Desktop Toolkit
ReEDS: Regional Energy Deployment System Model
RouteE: Route Energy Prediction Modeling Tools
RTS-GMLC: Reliability Test System–Grid Modernization Lab Consortium
S
SAMPA: Solar and Moon Position Algorithm
SEDS: Stochastic Energy Deployment System
SERA: Scenario Evaluation, Regionalization, and Analysis Model
SIND Toolkit: Solar Integration National Dataset
SLOPE: State and Local Planning for Energy
Smart-DS: Synthetic Models for Advanced, Realistic Testing: Distribution Systems
SMARTS: Simple Model of the Atmospheric Radiative Transfer or Sunshine
Solar Energy Meteorological Research and Training Sites Data
Solar Integration National Dataset Toolkit
SolarPILOT™: Solar Power Tower Integrated Layout and Optimization Tool
Solar Power Data for Integration Studies
Solar Resource Variability Data
SOWFA: Simulator for Wind Farm Applications
SPA™: Solar Position Algorithm
SPADES: Scalable Parallel Discrete Events Solvers
Spectral Solar Radiation Data Base
Standard Contracts and Securitization Resources
Standard Work Specifications Tool
Stationary Fuel Cell System Composite Data Products
StoreFAST: Storage Financial Analysis Scenario Tool
Sup3rCC: Super-Resolution for Renewable Energy Resource Data With Climate Change Impacts
SWERA: Solar and Wind Energy Resource Assessment Model
T
T3CO: Transportation Technology Total Cost of Ownership
Technology Performance Level Assessment: Wave Energy Converters
TEMPO: Transportation Energy & Mobility Pathway Options Model
Test Case Repository for High Renewable Study
Thin-Film Solar Cell Current Voltage and Time-Resolved Photoluminescence Simulation Model
Transportation Secure Data Center
U
URBANopt™ Advanced Analytics Platform
U.S. Life Cycle Inventory Database
V
Virtual Engineering of Biofuels Software
W
West Associates Solar Monitoring Network Data
WESyS: Waste-to-Energy System Simulation Model
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Last Updated June 23, 2026