{"id":21050350,"url":"https://github.com/ecsim/dbfc-dataset","last_synced_at":"2025-05-15T20:32:19.059Z","repository":{"id":53774917,"uuid":"250630409","full_name":"ECSIM/dbfc-dataset","owner":"ECSIM","description":"Single DBFC Dataset","archived":false,"fork":false,"pushed_at":"2025-04-20T01:34:26.000Z","size":3444,"stargazers_count":25,"open_issues_count":0,"forks_count":3,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-20T02:27:52.234Z","etag":null,"topics":["catalyst","chemistry","data","data-science","dataset","dbfc","dbfc-dataset","electrochemistry","energy","fuel-cell","impedance","open-science","open-source","physics","polarization","power","science","science-research"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ECSIM.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":".github/CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"custom":"https://www.ecsim.site/opem/donate.html"}},"created_at":"2020-03-27T19:41:59.000Z","updated_at":"2025-04-20T01:34:28.000Z","dependencies_parsed_at":"2024-11-19T15:38:52.159Z","dependency_job_id":"4c511c8d-21b1-4ab8-a1be-50423e4a463e","html_url":"https://github.com/ECSIM/dbfc-dataset","commit_stats":{"total_commits":101,"total_committers":2,"mean_commits":50.5,"dds":"0.16831683168316836","last_synced_commit":"fccc68cd60b44907bc79bb32a7f03d73d9b166b5"},"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ECSIM%2Fdbfc-dataset","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ECSIM%2Fdbfc-dataset/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ECSIM%2Fdbfc-dataset/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ECSIM%2Fdbfc-dataset/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ECSIM","download_url":"https://codeload.github.com/ECSIM/dbfc-dataset/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254418607,"owners_count":22068107,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["catalyst","chemistry","data","data-science","dataset","dbfc","dbfc-dataset","electrochemistry","energy","fuel-cell","impedance","open-science","open-source","physics","polarization","power","science","science-research"],"created_at":"2024-11-19T15:28:58.923Z","updated_at":"2025-05-15T20:32:19.042Z","avatar_url":"https://github.com/ECSIM.png","language":"Jupyter Notebook","readme":"# Single DBFC Dataset\n\n\u003cimg alt=\"GitHub repo size\" src=\"https://img.shields.io/github/repo-size/ECSIM/dbfc-dataset?style=for-the-badge\"\u003e\n\n## Overview\n\nThis dataset includes Direct Borohydride Fuel Cell (DBFC) impedance and polarization test in anode with Pd/C, Pt/C and Pd decorated Ni–Co/rGO catalysts. In fact, different concentration of Sodium Borohydride (SBH), applied voltages and various anode catalysts loading with explanation of experimental details of electrochemical analysis are considered in data. Voltage, power density and resistance of DBFC change as a function of weight percent of SBH (%), applied voltage and amount of anode catalyst loading that are evaluated by polarization and impedance curves with using appropriate equivalent circuit of fuel cell. Can be stated that interpretation of electrochemical behavior changes by the data of related cell is inevitable, which can be useful in simulation, power source investigation and depth analysis in DB fuel cell researches.\n\n## Tests\n\n\n1. [Pd-Decorated-Ni-Co/rGO Catalyst](https://github.com/ECSIM/dbfc-dataset/tree/master/Pd-Decorated-Ni-Co_rGO%20Catalyst)\n2. [Pd-C Catalyst](https://github.com/ECSIM/dbfc-dataset/tree/master/Pd-C%20Catalyst)\n3. [Pt-C Catalyst](https://github.com/ECSIM/dbfc-dataset/tree/master/Pt-C%20Catalyst)\n\n\u003ca href=\"https://github.com/ECSIM/dbfc-dataset/archive/v1.0.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/single-dbfc-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/dbfc-dataset/tree/master/Notebooks)\n\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/NDwgZadaDH\"\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\n## Cite\n\nIf you use this dataset in your research, we would appreciate citations to the following paper:\n\n\n[Hamidi S, Sabouri S, Haghighi S, Askari K. Experimental Dataset of Electrochemical Efficiency of a Direct Borohydride Fuel Cell (DBFC) with Pd/C, Pt/C and Pd Decorated Ni–Co/rGO Anode Catalysts. ChemRxiv. 2020; doi:10.26434/chemrxiv.12174438](https://chemrxiv.org/engage/chemrxiv/article-details/60c74a3e469df423a9f43ce2)\n\n```bibtex\n@article{Hamidi2020,\n  doi = {10.26434/chemrxiv.12174438},\n  url = {https://doi.org/10.26434/chemrxiv.12174438},\n  year = {2020},\n  month = apr,\n  publisher = {American Chemical Society ({ACS})},\n  author = {Sarmin Hamidi and Sadra Sabouri and Sepand Haghighi and Kasra Askari},\n  title = {Experimental Dataset of Electrochemical Efficiency of a Direct Borohydride Fuel Cell ({DBFC}) with Pd/C,  Pt/C and Pd Decorated Ni{\\textendash}Co/{rGO} Anode Catalysts}\n}\n```\n\n## License\n\n\n\u003ca href=\"https://github.com/ECSIM/dbfc-dataset/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\t\t\t\t\t\t\t\t\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\n","funding_links":["https://www.ecsim.site/opem/donate.html"],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fecsim%2Fdbfc-dataset","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fecsim%2Fdbfc-dataset","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fecsim%2Fdbfc-dataset/lists"}