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Data Files for “The 2030 National Charging Network: Estimating U.S. Light-Duty Demand for Electric Vehicle Charging Infrastructure"

This data set includes modeling results from “The 2030 National Charging Network: Estimating U.S. Light-Duty Demand for Electric Vehicle Charging Infrastructure” including region-specific [i.e., national, state, and core-based statistical area (CBSA)…
electric vehicle
ev
light-duty vehicle
EV Charging
EVSE
infrastructure
transportation
Submitted 03/25/2023 - 13:13 by Brennan Borlaug

Deep Green Unannotated Protein Structures

The Deep Green list is based on the identification and curation of conserved unannotated proteins in three green lineage (Viridiplantae) model organisms; Arabidopsis thaliana, Chlamydomonas reinhardtii, and Setaria viridis. Preliminary characterization…
Donald Danforth Plant Science Center
unannotated proteins
protein structure
Arabidopsis thaliana
Setaria viridis
Chlamydomonas reinhardtii
energy crop
model species
green lineage
AlphaFold
Submitted 04/19/2023 - 12:38 by Eric Knoshaug

PV inverter experimental dataset version 2 with 100 percent power

The increase in power electronic based generation sources require accurate modeling of inverters. Accurate modeling requires experimental data over wider operation range. We used 20 kW off-the-shelf grid following PV inverter in the experiments. We used…
data analysis
data visualizations
database for artificial intelligence training
database for inverter characterization
database for model validation
artificial intelligence
machine learning
reinforcement learning
tensorflow
pytorch
scikit-learn
PV inverter
Submitted 05/05/2023 - 11:22 by Kumaraguru Prabakar

SWA_Challenges_MF_ESMFNC_ZERH

This study completed by Steven Winter Associates documents the challenge that exist for existing multi family buildings to achieve Energy Star for new homes or Zero Energy Ready Home Certification.
Submitted 07/28/2023 - 10:56 by Nicholas Cindrich

Long-run Marginal Emission Rates for Electricity - Workbooks for 2023 Cambium Data

These workbooks contain modeled estimates of long-run marginal emission rates (LRMER) for the contiguous United States' electric sector. A LRMER is an estimate of the rate of emissions that would be either induced or avoided by a change in electric…
ReEDS
Cambium
projection
Long-run
greenhouse gas emissions
Submitted 02/14/2024 - 14:30 by Pieter Gagnon

Peregrine HPC Energy Research

Complete power and performance metric data for 10,000 jobs randomly selected from two years of the Peregrine system’s operation (all jobs prior to October, 2015). Complete power and performance metric data for jobs run on the Peregrine system in April,…
HPC
Peregrine
node usage
processors
power
Submitted 04/09/2024 - 14:47 by Caleb Phillips

Organic Photovoltaic (OPV) Database

A database of quantum mechanical calculations on organic photovoltaic candidate molecules. Related Publications: Peter C. St. John, Caleb Phillips, Travis W. Kemper, A. Nolan Wilson, Michael F. Crowley, Mark R. Nimlos, Ross E. Larsen. (2018) Message…
OPV
organic photovoltaic
Submitted 04/09/2024 - 15:03 by Peter St. John

Reference Site Condition Datasets for Floating Wind Arrays in the United States

Floating offshore wind farm design is highly site-specific, requiring detailed information about the specific conditions of a project area for realistic design studies. Unfortunately, publicly available site condition data for potential floating offshore…
Floating offshore wind
Metocean data
Metocean conditions
Soil conditions
Site conditions
Humboldt Bay
Morro Bay
Gulf of Maine
Gulf of Mexico
Submitted 08/02/2024 - 10:47 by Michael Biglu

Scribe_mechanical_reinforcement

Despite the extraordinary rise in power conversion efficiency over the last decade, metal halide perovskite (MHP) photovoltaics (PV) remain more mechanically fragile than other PV technologies. In this work, we report on the use of scribe area, created…
metal halide perovskite
halide perovskite
photovoltaics
solar energy
packaging
encapsulation
durability
Submitted 08/29/2024 - 11:03 by Lance Wheeler

Gearbox Reliability Collaborative Phase 3 Gearbox 2 Test

The National Renewable Energy Laboratory (NREL) Gearbox Reliability Collaborative (GRC) was established by the U.S. Department of Energy in 2006; its key goal is to understand the root causes of premature gearbox failures and improve their reliability…
GRC
NWTC
colorado
Boulder
turbines
Gearbox
Testing
Modeling
Dynamometer
analysis
fatigue
Reliability
Submitted 05/02/2016 - 13:03 by Jonathan Keller