NETL RDE Image Classification Dataset 2020 - 10 Classes

Johnson, Kristyn

doi:10.18141/2588661

Title: NETL RDE Image Classification Dataset 2020 - 10 Classes

Dataset
Other Related Research

Abstract

Dataset including high-speed down-axis RDE images used for updated image classification study. This dataset includes 100,000 images with 10 classifications: 1CW, 1CCW, 2CW, 2CCW, 3CW, 3CCW, and Deflagration. Images are cropped to center annulus, and resized to 301x301 pixels. Images are filtered using the AFRL Beta correction factor.

Authors:

Johnson, Kristyn

National Energy Technology Laboratory

Publication Date:: Wed Sep 17 04:00:00 UTC 2025

Research Org.:: NETL

Sponsoring Org.:: USDOE Office of Fossil Energy (FE)

Subject:: AS; Dataset; Machine Learning; Rotating Detonation Engine

OSTI Identifier:: 2588661

DOI:: https://doi.org/10.18141/2588661

Citation Formats


                    Johnson, Kristyn. NETL RDE Image Classification Dataset 2020 - 10 Classes.  United States: N. p., 2025. 
        Web.  doi:10.18141/2588661.

Copy to clipboard


                    Johnson, Kristyn. NETL RDE Image Classification Dataset 2020 - 10 Classes.  United States.  doi:https://doi.org/10.18141/2588661

Copy to clipboard


                    Johnson, Kristyn. 2025.  
"NETL RDE Image Classification Dataset 2020 - 10 Classes".  United States.  doi:https://doi.org/10.18141/2588661.  https://www.osti.gov/servlets/purl/2588661. Pub date:Wed Sep 17 04:00:00 UTC 2025

Copy to clipboard


                    
@article{osti_2588661,

  title        = {NETL RDE Image Classification Dataset 2020 - 10 Classes},

  author       = {Johnson, Kristyn},

  abstractNote = {Dataset including high-speed down-axis RDE images used for updated image classification study. This dataset includes 100,000 images with 10 classifications: 1CW, 1CCW, 2CW, 2CCW, 3CW, 3CCW, and Deflagration. Images are cropped to center annulus, and resized to 301x301 pixels. Images are filtered using the AFRL Beta correction factor.},

  doi          = {10.18141/2588661},

  journal      = {},

  number       = ,

  volume       = ,

  place        = {United States},

  year         = {Wed Sep 17 04:00:00 UTC 2025},

  month        = {Wed Sep 17 04:00:00 UTC 2025}

}

Copy to clipboard

Dataset:

View Dataset

DOI: https://doi.org/10.18141/2588661

Save / Share:

Export Metadata

Save to My Library

Similar records in DOE Data Explorer and OSTI.GOV collections:

NETL RDE Image Classification Dataset 2025 - 14 Classes

Dataset Johnson, Kristyn ; Georgieva, Sophia

Dataset including high-speed down-axis RDE images used for updated image classification study. This dataset includes 180,000 images with 14 classifications: 1CW, 1CCW, 2CW, 2CCW, 3CW, 3CCW, Deflagration, 4CW, 4CCW, 5CW, and 5CCW. Images are cropped to center annulus, and resized to 301x301 pixels. Images are filtered using the AFRL Beta correction factor.
LTE-P-10 RDE

Dataset Alia, Shaun ; Danilovic, Nem

A standardized procedure for rotating disk electrode (RDE) experiments for the ex-situ characterization of oxygen evolution reaction (OER) catalysts for PEM water electrolyzers. This protocol should allow for the analysis of onset potential, overpotential at a fixed current, catalytic activity, and electrochemical surface area of these catalysts.
Classification of River Catchments in the Contiguous United States: Code, Dataset, Similarity Patterns, and Resulting Classes

Dataset Ciulla, Fabio ; Varadharajan, Charuleka

This dataset serves as supplementary information for the paper by Ciulla F. and Varadharajan C. A Network Approach for Multiscale Catchment Classification using Traits (see reference 1). It contains environmental and physical catchment traits, such as temperatures, precipitation, land use and human interference, from 9067 sites across the contiguous United States (CONUS). The purpose of this dataset is to provide information for a better trait-based categorization of river catchments in the CONUS using networks as an analytical tool. The traits variables match the ones present in the GAGES-II dataset and the preprocessing steps are described in the Methods section (processed_dataset.csv).more »« less
MoWSSe HAADF Image Dataset

Dataset Vasudevan, Rama ; Hachtel, Jordan A

High angle annular dark field scanning transmission electron microscopy images of MoWSSe (2D quaternary alloy system), by Jordan Hachtel (Center for Nanophase Materials Sciences, Oak Ridge National Laboratory). Comes with an ipython notebook for analysis purposes.
NETL Natural Gas Lifecycle Model 2020 Rev1

Dataset Khutal, Harshvardhan ; Jamieson, Matthew

This is the excel-based life cycle model that contains all the parameters and Monte Carlo simulation capabilities to model the techno-regions contained in the report: Life Cycle Analysis of Natural Gas Extraction and Power Generation: U.S. 2020 Emissions Profile. This is an update to a previous version (https://edx.netl.doe.gov/dataset/netl-natural-gas-lifecycle-model) and corrects a modeling error in the post-processing natural gas composition.

Similar Records