pem-dataset1

Proton Exchange Membrane (PEM) Fuel Cell Dataset

https://github.com/ECSIM/pem-dataset1

Science Score: 39.0%

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  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 4 DOI reference(s) in README
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (10.0%) to scientific vocabulary

Keywords

activation-procedure chemistry data data-science dataset electrochemistry energy fuel-cell impedance mea nafion open-science open-source pem physics polarization power proton-exchange-membrane science science-research

Keywords from Contributors

graph-generation
Last synced: 6 months ago · JSON representation

Repository

Proton Exchange Membrane (PEM) Fuel Cell Dataset

Basic Info
  • Host: GitHub
  • Owner: ECSIM
  • License: cc-by-4.0
  • Language: Jupyter Notebook
  • Default Branch: master
  • Homepage:
  • Size: 8.46 MB
Statistics
  • Stars: 103
  • Watchers: 6
  • Forks: 25
  • Open Issues: 0
  • Releases: 2
Topics
activation-procedure chemistry data data-science dataset electrochemistry energy fuel-cell impedance mea nafion open-science open-source pem physics polarization power proton-exchange-membrane science science-research
Created about 6 years ago · Last pushed 10 months ago
Metadata Files
Readme Contributing Funding License Code of conduct

README.md

Proton Exchange Membrane (PEM) Fuel Cell Dataset

GitHub repo size

Overview

This dataset are about Nafion 112 membrane standard tests and MEA activation tests of PEM fuel cell in various operation condition. Dataset include two general electrochemical analysis method, Polarization and Impedance curves. In this dataset, effect of different pressure of H2/O2 gas, different voltages and various humidity conditions in several steps are considered. Behavior of PEM fuel cell during distinct operation condition tests, activation procedure and different operation condition before and after activation analysis can be concluded from data. In Polarization curves, voltage and power density change as a function of flows of H2/O2 and relative humidity. Resistance of the used equivalent circuit of fuel cell can be calculated from Impedance data. Thus, experimental response of the cell is obvious in the presented data, which is useful in depth analysis, simulation and material performance investigation in PEM fuel cell researches.

For more information about MEA(Membrane Electrode Assembly) activation procedure visit here

Tests

  1. Activation Test MEA Constant Current 0.25A
  2. Activation Test MEA Constant Voltage 0.6V
  3. Activation Test MEA Constant Voltage 0.6V-2
  4. Activation Test MEA Constant Voltage 0.6V-3
  5. Activation Test MEA Constant Voltage 0.6V-4
  6. Activation Test MEA Cycling Potential
  7. Activation Test MEA Standard Protocol
  8. Activation Test MEA Standard Protocol (Repeat)
  9. Standard Test of Nafion Membrane 112


Notebooks

We have provided some Jupyter Notebooks to visualize the data, visit here

Issues & Bug Reports

Just fill an issue and describe it. We'll check it ASAP!
or send an email to data@ecsim.site.

You can also join our discord server

Discord Channel

Cite

If you use this dataset in your research, we would appreciate citations to the following paper:

Hamidi S, Haghighi S, Askari K. Dataset of Standard Tests of Nafion 112 Membrane and Membrane Electrode Assembly (MEA) Activation Tests of Proton Exchange Membrane (PEM) Fuel Cell. ChemRxiv. 2020; doi:10.26434/chemrxiv.11902023

bibtex @article{Hamidi2020, doi = {10.26434/chemrxiv.11902023}, url = {https://doi.org/10.26434/chemrxiv.11902023}, year = {2020}, month = feb, publisher = {American Chemical Society ({ACS})}, author = {Sarmin Hamidi and Sepand Haghighi and Kasra Askari}, title = {Dataset of Standard Tests of Nafion 112 Membrane and Membrane Electrode Assembly ({MEA}) Activation Tests of Proton Exchange Membrane ({PEM}) Fuel Cell} }

License

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ECSIM Donation

Owner

  • Name: ECSIM
  • Login: ECSIM
  • Kind: organization
  • Email: info@ecsim.ir
  • Location: Tehran, Iran

Electrochemistry Simulation Tools

GitHub Events

Total
  • Watch event: 16
  • Delete event: 2
  • Push event: 2
  • Pull request review event: 2
  • Pull request event: 3
  • Fork event: 2
  • Create event: 2
Last Year
  • Watch event: 16
  • Delete event: 2
  • Push event: 2
  • Pull request review event: 2
  • Pull request event: 3
  • Fork event: 2
  • Create event: 2

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 454
  • Total Committers: 3
  • Avg Commits per committer: 151.333
  • Development Distribution Score (DDS): 0.43
Past Year
  • Commits: 2
  • Committers: 1
  • Avg Commits per committer: 2.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
sepandhaghighi s****i@y****m 259
Sarmin hamidi 3****h 190
sadrasabouri s****a@g****m 5

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 18
  • Total pull requests: 9
  • Average time to close issues: 15 days
  • Average time to close pull requests: 2 days
  • Total issue authors: 2
  • Total pull request authors: 2
  • Average comments per issue: 2.78
  • Average comments per pull request: 0.22
  • Merged pull requests: 9
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: about 21 hours
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • sepandhaghighi (17)
  • sarminh (2)
Pull Request Authors
  • sepandhaghighi (8)
  • sadrasabouri (1)
Top Labels
Issue Labels
documentation (14) enhancement (11) bug (6) test (1)
Pull Request Labels
documentation (5) enhancement (4) test (2) bug (1)

Dependencies

requirements.txt pypi
  • art >=1.8
  • matplotlib >=2.2.0
  • notebook >=5.2.2
  • numpy >=1.9.0
.github/workflows/test.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite