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pem-dataset1

Proton Exchange Membrane Fuel Cell Dataset.
https://github.com/ECSIM/pem-dataset1

Category: Energy Storage
Sub Category: Hydrogen

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

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Last synced: about 14 hours ago
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Repository metadata

Proton Exchange Membrane (PEM) Fuel Cell Dataset

README.md

Proton Exchange Membrane (PEM) Fuel Cell Dataset

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 [email protected].

You can also join our discord server

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

@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

Show Your Support

Give a ⭐️ if this project helped you!

If you do like our project and we hope that you do, can you please support us? Our project is not and is never going to be working for profit. We need the money just so we can continue doing what we do ;-) .

Owner metadata

GitHub Events

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Last Year

Committers metadata

Last synced: 5 days ago

Total Commits: 454
Total Committers: 3
Avg Commits per committer: 151.333
Development Distribution Score (DDS): 0.43

Commits in past year: 2
Committers in past year: 1
Avg Commits per committer in past year: 2.0
Development Distribution Score (DDS) in past year: 0.0

Name Email Commits
sepandhaghighi s****i@y****m 259
Sarmin hamidi 3****h 190
sadrasabouri s****a@g****m 5

Committer domains:

Issue and Pull Request metadata

Last synced: 1 day ago

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 request: 9
Bot issues: 0
Bot pull requests: 0

Past year issues: 0
Past year pull requests: 2
Past year average time to close issues: N/A
Past year average time to close pull requests: about 21 hours
Past year issue authors: 0
Past year pull request authors: 1
Past year average comments per issue: 0
Past year average comments per pull request: 0.0
Past year merged pull request: 2
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ECSIM/pem-dataset1

Top Issue Authors

  • sepandhaghighi (16)
  • sarminh (2)

Top Pull Request Authors

  • sepandhaghighi (8)
  • sadrasabouri (1)

Top Issue Labels

  • documentation (13)
  • enhancement (11)
  • bug (6)
  • test (1)

Top Pull Request Labels

  • documentation (6)
  • enhancement (4)
  • bug (1)
  • test (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

Score: 5.683579767338682