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Notebook","category":"Energy Storage","sub_category":"Hydrogen","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# Proton Exchange Membrane (PEM) Fuel Cell Dataset\n\n\u003cimg alt=\"GitHub repo size\" src=\"https://img.shields.io/github/repo-size/ECSIM/pem-dataset1?style=for-the-badge\"\u003e\n\n## Overview\n\nThis dataset are about Nafion 112 membrane standard tests and MEA activation\ntests of PEM fuel cell in various operation condition. Dataset include two general electrochemical\nanalysis method, Polarization and Impedance curves. In this dataset, effect of different pressure of\nH2/O2 gas, different voltages and various humidity conditions in several steps are considered.\nBehavior of PEM fuel cell during distinct operation condition tests, activation procedure and different operation condition\nbefore and after activation analysis can be concluded from data. In Polarization curves, voltage\nand power density change as a function of flows of H2/O2 and relative humidity. Resistance of the\nused equivalent circuit of fuel cell can be calculated from Impedance data. Thus, experimental\nresponse of the cell is obvious in the presented data, which is useful in depth analysis, simulation\nand material performance investigation in PEM fuel cell researches.\t\t\n\nFor more information about MEA(Membrane Electrode Assembly) activation procedure visit [here](https://github.com/ECSIM/pem-dataset1/tree/master/MEA.md)\n\n## Tests\n\n\n1. [Activation Test MEA Constant Current 0.25A](https://github.com/ECSIM/pem-dataset1/tree/master/Activation%20Test%20MEA%20Constant%20Current%200.25A)\n2. [Activation Test MEA Constant Voltage 0.6V](https://github.com/ECSIM/pem-dataset1/tree/master/Activation%20Test%20MEA%20Constant%20Voltage%200.6V)\n3. [Activation Test MEA Constant Voltage 0.6V-2](https://github.com/ECSIM/pem-dataset1/tree/master/Activation%20Test%20MEA%20Constant%20Voltage%200.6V-2)\n4. [Activation Test MEA Constant Voltage 0.6V-3](https://github.com/ECSIM/pem-dataset1/tree/master/Activation%20Test%20MEA%20Constant%20Voltage%200.6V-3)\n5. [Activation Test MEA Constant Voltage 0.6V-4](https://github.com/ECSIM/pem-dataset1/tree/master/Activation%20Test%20MEA%20Constant%20Voltage%200.6V-4)\n6. [Activation Test MEA Cycling Potential](https://github.com/ECSIM/pem-dataset1/tree/master/Activation%20Test%20MEA%20Cycling%20Potential)\n7. [Activation Test MEA Standard Protocol](https://github.com/ECSIM/pem-dataset1/tree/master/Activation%20Test%20MEA%20Standard%20Protocol)\n8. [Activation Test MEA Standard Protocol (Repeat)](https://github.com/ECSIM/pem-dataset1/tree/master/Activation%20Test%20MEA%20Standard%20Protocol%20(Repeat))\n9. [Standard Test of Nafion Membrane 112](https://github.com/ECSIM/pem-dataset1/tree/master/Standard%20Test%20of%20Nafion%20Membrane%20112)\n\n\u003ca href=\"https://github.com/ECSIM/pem-dataset1/archive/v1.1.zip\"\u003e\u003cimg src=\"images/button.png\" width=\"177px\" height=\"34px\"\u003e\u003ca/\u003e\n\u003cbr/\u003e\n\u003ca href=\"https://www.kaggle.com/sepandhaghighi/proton-exchange-membrane-pem-fuel-cell-dataset\"\u003e\u003cimg src=\"images/button2.png\" width=\"177px\" height=\"34px\"\u003e\u003ca/\u003e\n\n## Notebooks\n\nWe have provided some **Jupyter Notebooks** to visualize the data, visit [here](https://github.com/ECSIM/pem-dataset1/tree/master/Notebooks)\n\n## Issues \u0026 Bug Reports\t\t\t\n\nJust fill an issue and describe it. We'll check it ASAP!\t\t\t\t\t\t\t\nor send an email to [data@ecsim.site](mailto:data@ecsim.site \"data@ecsim.site\"). \n\nYou can also join our discord server\t\t\t\n\n\u003ca href=\"https://discord.gg/ZwrNZYVM4G\"\u003e\n  \u003cimg src=\"https://img.shields.io/discord/1006472275920425012.svg?style=for-the-badge\" alt=\"Discord Channel\"\u003e\n\u003c/a\u003e\n\n## Cite\n\nIf you use this dataset in your research, we would appreciate citations to the following paper:\n\n[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](https://chemrxiv.org/engage/chemrxiv/article-details/60c748624c8919b500ad2ef3)\n\n```bibtex\n@article{Hamidi2020,\n  doi = {10.26434/chemrxiv.11902023},\n  url = {https://doi.org/10.26434/chemrxiv.11902023},\n  year = {2020},\n  month = feb,\n  publisher = {American Chemical Society ({ACS})},\n  author = {Sarmin Hamidi and Sepand Haghighi and Kasra Askari},\n  title = {Dataset of Standard Tests of Nafion 112 Membrane and Membrane Electrode Assembly ({MEA}) Activation Tests of Proton Exchange Membrane ({PEM}) Fuel Cell}\n}\n```\n\n## License\n\n\n\u003ca href=\"https://github.com/ECSIM/pem-dataset1/blob/master/LICENSE\"\u003e\u003cimg src=\"images/CC-BY.png\"\u003e\u003c/a\u003e\n\n## Show Your Support\n\n\u003ch3\u003eStar This Repo\u003c/h3\u003e\t\t\t\t\t\n\nGive a ⭐️ if this project helped you!  \n\n\u003ch3\u003eDonate to Our Project\u003c/h3\u003e\t\n\nIf 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 ;-) .\n\n\u003ca href=\"https://www.ecsim.site/opem/donate.html\" target=\"_blank\"\u003e\u003cimg src=\"http://www.ecsim.site/images/Donate-Button.png\" height=\"90px\" width=\"270px\" alt=\"ECSIM Donation\"\u003e\u003c/a\u003e","funding_links":["https://www.ecsim.site/opem/donate.html"],"readme_doi_urls":["https://doi.org/10.26434/chemrxiv.11902023"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["cli-game","breath","follow"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/19882","html_url":"https://ost.ecosyste.ms/projects/19882"}