Table · dataset · 2026
Measurement data from full-scale fire experiments of E-mobility Devices on Passenger Railcars
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.60752/102376.33968386.v1
Description
<p dir="ltr">This dataset is associated with the FSRI Study on the fire safety of E-mobility devices on passenger rail cars. More information can be found at <a href="fsri.org/research-update/report-examines-fire-safety-hazards-e-mobility-devices-passenger-railcars" target="_blank">FSRI.org</a>. The full project report can be found <a href="doi.org/10.60752/102376.32136697" target="_blank">here</a>.</p><p dir="ltr"><a href="orcid.org/0000-0002-1505-324X" target="_blank">Nathaniel G. Sauer</a>: Conceptualization, methodology, software, investigation, data collection, data curation, writing, original draft preparation.<br><a href="orcid.org/0009-0008-9060-2182" target="_blank">Christian Vogt</a>: Data curation.<br><a href="orcid.org/0000-0001-6914-7885" target="_blank">Charles Fleischmann</a>: Conceptualization, methodology, investigation, resources, data collection, writing, supervision, original draft preparation.<br><a href="orcid.org/0000-0001-5448-4037" target="_blank">Adam Barowy</a>: Conceptualization, methodology, investigation, resources, data collection, writing, supervision, original draft preparation.</p><h3 dir="ltr"><u>Introduction</u></h3><p dir="ltr">This dataset contains the following data acquired over four full-scale experiments: time-series temperature, time-series heat flux, and time-series targeted gas species sampling analysis.
Video and photographs are also provided.</p><p dir="ltr"><b><i>Experimental Setup</i></b> Experiments were conducted in a single-level intercity commuter railcar. The overall dimensions of the railcar were 26.0 m (85 ft-4 in) in length, 3.2 m (10 ft-6 in) wide, and 3.9 m (12 ft-8 in) high. E-scooter or E-bike locations were chosen to be plausible locations used by passengers and can be seen in the accompanying experimental schematic.</p><p dir="ltr"><b><i>Instrumentation</i></b> Data were recorded using a National Instruments cDAQ data acquisition system using a PXIe-1088 Chassis, PXIe-8861 Controller, PXIe-4353 Temperature Module, and PXIe-4308 Voltage Module.
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Samples were collected at a rate of 1 Hz. Video and gas concentration measurements were synchronized to the data acquisition system.</p><ul><li><b>Temperature.</b> Temperatures were measured using bare-bead, 1.25 mm (0.05 in), Chromel-Alumel (Type K) thermocouples with an estimated total expanded uncertainty of ±15%.</li><li><b>Heat Flux.</b> Heat flux measurements were obtained using four water-cooled Schmidt-Boelter total heat flux gauges with a typical uncertainty of ±8%.</li><li><b>Gas Concentrations.</b> Six gas concentration sampling ports were located at three locations in the aisle of the railcar, at 0.91 m (3 ft) and 1.51 m (5 ft) heights, and were analyzed via a paramagnetic alternating-pressure oxygen analyzer and a non-dispersive infrared combination carbon dioxide/carbon monoxide analyzer.
The relative expanded uncertainty of the gas sensors was ±1%. An estimated uncertainty of ±12% was applied to the gas concentration measurements to account for non-uniformities in the sampling environment.</li><li><b>Video and Still Images.</b> Video footage was recorded at 4K resolution with cameras at 1.5 m (5 ft) height and at floor level. Still images were captured before and after experiments, as well as during notable events.</li></ul><h3 dir="ltr"><u>Test Summary</u></h3><p dir="ltr"><b>Table 1: Test Summary</b></p><code><pre><code>Code EMV Location of EMV</code><br><code>------------------------------------------------------------</code><br><code>Exp 1 Folding scooter Overhead luggage compartment</code><br><code>Exp 2 E-Bike Luggage rack near rest room</code><br><code>Exp 3 Seated Scooter Wheelchair parking area</code><br><code>Exp 4 Seated Scooter Wheelchair parking area</code></pre></code><h3 dir="ltr"><u>Repository Structure</u></h3><p dir="ltr">This repository contains several subdirectories and file types.
The following files are located in the root directory of the repository and contain information pertinent to the entire dataset.</p><h4 dir="ltr"><b><i>Root Files</i></b></h4><ul><li><b>readme.md / readme.pdf</b> — Contains information about the data in the repository and experiments.</li><li><b>schematic.pdf</b> — Drawing showing battery device locations and sensor locations inside the railcar during experiments.</li><li><b>channel_list.csv</b> — Comma-separated values (CSV) descriptive list of all data channels during experiments.
Describes the channel name, type, measurement unit, location, and height of each data stream available in the data files.</li></ul><h4 dir="ltr"><b><i>Experiment Directories</i></b></h4><p dir="ltr">The dataset is organized into one ZIP archive for each experiment. Each archive is named according to its corresponding experiment (e.g., <code>Experiment_1.zip</code>) and extracts to the directory structure shown below.</p><code><pre><code>Experiment_1/</code><br><code>├── Data.csv</code><br><code>├── Photos/</code><br><code>└── Videos/</code><br><br><code>Experiment_2/</code><br><code>├── Data.csv</code><br><code>├── Photos/</code><br><code>└── Videos/</code><br><br><code>Experiment_3/</code><br><code>└── ...</code></pre></code><h4 dir="ltr"><b><i>Contents</i></b></h4><ul><li><code><strong>Data.csv</strong></code> — Comma-separated values (CSV) file containing the time-series data for the experiment.</li><li><code><strong>Photos/</strong></code> — Directory containing <code>.jpg</code> photographs taken during the experiment.</li><li><code><strong>Videos/</strong></code> — Directory containing <code>.mp4</code> video recordings from each camera.
An additional file, <code>Stream_x.mp4</code>, provides a synchronized compilation of selected camera views with audio.</li></ul><p></p>
Links
Where it is published
- DOI doi.org/10.60752/102376.33968386.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemical and thermal processes in energy and combustion · Chemical and thermal processes in energy and combustion · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Energy · Energy · Engineering · Engineering · Fire safety design · Fire safety design · Fire safety engineering · Fire safety engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Nanotoxicology, health and safety · Nanotoxicology, health and safety · Occupational and workplace health and safety · Occupational and workplace health and safety · Ocean & Atmospheric Science · Psychology & Behavioral Science · Public health · Public health · Rail transportation and freight services · Rail transportation and freight services · Social Science · Social Science
Provenance · 2 source records, 48 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33968386 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33968386 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:320605 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Nanotoxicology, health and safety'] |
| concepts[field].anzsrc:field:320605 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Nanotoxicology, health and safety'] |
| concepts[field].anzsrc:field:330308 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Fire safety design'] |
| concepts[field].anzsrc:field:330308 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Fire safety design'] |
| concepts[field].anzsrc:field:350505 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Occupational and workplace health and safety'] |
| concepts[field].anzsrc:field:350505 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Occupational and workplace health and safety'] |
| concepts[field].anzsrc:field:350907 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Rail transportation and freight services'] |
| concepts[field].anzsrc:field:350907 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Rail transportation and freight services'] |
| concepts[field].anzsrc:field:400402 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Chemical and thermal processes in energy and combustion'] |
| concepts[field].anzsrc:field:400402 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Chemical and thermal processes in energy and combustion'] |
| concepts[field].anzsrc:field:400507 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Fire safety engineering'] |
| concepts[field].anzsrc:field:400507 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Fire safety engineering'] |
| concepts[field].anzsrc:group:4206 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Public health'] |
| concepts[field].anzsrc:group:4206 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Public health'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:energy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:energy | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:image | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:tabular | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:video | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |