{"id":68,"name":"PowNet 2.0","description":"PowNet 2.0: A production cost modeling framework for large-scale power systems - Published in JOSS (2025)","url":"https://github.com/critical-infrastructure-systems-lab/pownet","last_synced_at":"2025-09-04T15:55:12.425Z","repository":{"id":58093739,"uuid":"211224999","full_name":"Critical-Infrastructure-Systems-Lab/PowNet","owner":"Critical-Infrastructure-Systems-Lab","description":"PowNet: Network-constrained Unit Commitment / Economic Dispatch model in Python","archived":false,"fork":false,"pushed_at":"2025-08-27T19:59:45.000Z","size":37648,"stargazers_count":88,"open_issues_count":0,"forks_count":28,"subscribers_count":12,"default_branch":"master","last_synced_at":"2025-09-02T12:04:22.757Z","etag":null,"topics":["dc-flow","dispatchable-units","economic-dispatch","electricity-supply","n-1-criterion","power-system-analysis","python","renewable-resources","substations","transmission","unit-commitment","water-energy-nexus"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Critical-Infrastructure-Systems-Lab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"docs/.github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"docs/.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}},"created_at":"2019-09-27T03:03:01.000Z","updated_at":"2025-08-27T19:59:49.000Z","dependencies_parsed_at":"2024-05-21T14:01:54.978Z","dependency_job_id":"48b76c18-2ad8-4f8c-9f94-3744b5a17ea2","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet","commit_stats":{"total_commits":558,"total_committers":8,"mean_commits":69.75,"dds":0.5161290322580645,"last_synced_commit":"ebdbc37325c72fa2354ec04fa21bdd9bfec7e831"},"previous_names":["critical-infrastructure-systems-lab/pownet","kamal0013/pownet"],"tags_count":7,"template":false,"template_full_name":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Critical-Infrastructure-Systems-Lab","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273582754,"owners_count":25131647,"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","status":"online","status_checked_at":"2025-09-04T02:00:08.968Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"Critical-Infrastructure-Systems-Lab","name":"CRITICAL Infrastructure Systems Lab","uuid":"133989297","kind":"organization","description":" Connecting climate | water | energy","email":"stefano_galelli@sutd.edu.sg","website":"https://people.sutd.edu.sg/~stefano_galelli/","location":"Singapore","twitter":"GalelliStefano","company":null,"icon_url":"https://avatars.githubusercontent.com/u/133989297?v=4","repositories_count":1,"last_synced_at":"2023-05-19T09:30:00.079Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Critical-Infrastructure-Systems-Lab","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-05-19T09:30:00.093Z","updated_at":"2023-05-19T09:30:00.093Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Critical-Infrastructure-Systems-Lab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Critical-Infrastructure-Systems-Lab/repositories"},"packages":[{"id":11307321,"name":"pownet","ecosystem":"pypi","description":"A simple production cost model of framework for power systems","homepage":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet","licenses":"MIT License\r\n        \r\n        \r\n        Copyright (c) 2024 Phumthep Bunnak\r\n        \r\n        Permission is hereby granted, free of charge, to any person obtaining a\r\n        copy of this software and associated documentation files (the \"Software\"), to\r\n        deal in the Software without restriction, including without limitation the\r\n        rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\r\n        sell copies of the Software, and to permit persons to whom the Software is \r\n        furnished to do so, subject to the following conditions: \r\n        \r\n        The above copyright notice and this permission notice shall be included\r\n        in all copies or substantial portions of the Software.\r\n        \r\n        THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS\r\n        OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF\r\n        MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.\r\n        IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY\r\n        CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,\r\n        TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE\r\n        SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.\r\n        ","normalized_licenses":["Other"],"repository_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet","keywords_array":["power_system","optimization","production_cost_model","unit_commitment"],"namespace":null,"versions_count":2,"first_release_published_at":"2025-01-28T21:13:47.000Z","latest_release_published_at":"2025-06-03T01:25:56.000Z","latest_release_number":"2.3.0","last_synced_at":"2025-09-04T09:35:15.473Z","created_at":"2025-01-28T21:16:20.537Z","updated_at":"2025-09-04T09:35:15.473Z","registry_url":"https://pypi.org/project/pownet/","install_command":"pip install pownet --index-url https://pypi.org/simple","documentation_url":"https://pownet.readthedocs.io/en/latest/index.html","metadata":{"funding":null,"documentation":"https://pownet.readthedocs.io/en/latest/index.html","classifiers":[],"normalized_name":"pownet","project_status":null},"repo_metadata":{"id":58093739,"uuid":"211224999","full_name":"Critical-Infrastructure-Systems-Lab/PowNet","owner":"Critical-Infrastructure-Systems-Lab","description":"PowNet: Network-constrained Unit Commitment / Economic Dispatch model in Python","archived":false,"fork":false,"pushed_at":"2025-08-20T16:45:37.000Z","size":37646,"stargazers_count":88,"open_issues_count":0,"forks_count":27,"subscribers_count":12,"default_branch":"master","last_synced_at":"2025-08-26T08:44:50.416Z","etag":null,"topics":["dc-flow","dispatchable-units","economic-dispatch","electricity-supply","n-1-criterion","power-system-analysis","python","renewable-resources","substations","transmission","unit-commitment","water-energy-nexus"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Critical-Infrastructure-Systems-Lab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"docs/.github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"docs/.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}},"created_at":"2019-09-27T03:03:01.000Z","updated_at":"2025-08-20T16:45:40.000Z","dependencies_parsed_at":"2024-05-21T14:01:54.978Z","dependency_job_id":"48b76c18-2ad8-4f8c-9f94-3744b5a17ea2","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet","commit_stats":{"total_commits":558,"total_committers":8,"mean_commits":69.75,"dds":0.5161290322580645,"last_synced_commit":"ebdbc37325c72fa2354ec04fa21bdd9bfec7e831"},"previous_names":["critical-infrastructure-systems-lab/pownet","kamal0013/pownet"],"tags_count":7,"template":false,"template_full_name":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Critical-Infrastructure-Systems-Lab","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273280307,"owners_count":25077326,"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","status":"online","status_checked_at":"2025-09-02T02:00:09.530Z","response_time":77,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"},"owner_record":{"login":"Critical-Infrastructure-Systems-Lab","name":"CRITICAL Infrastructure Systems Lab","uuid":"133989297","kind":"organization","description":" Connecting climate | water | energy","email":"stefano_galelli@sutd.edu.sg","website":"https://people.sutd.edu.sg/~stefano_galelli/","location":"Singapore","twitter":"GalelliStefano","company":null,"icon_url":"https://avatars.githubusercontent.com/u/133989297?v=4","repositories_count":1,"last_synced_at":"2023-05-19T09:30:00.079Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Critical-Infrastructure-Systems-Lab","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-05-19T09:30:00.093Z","updated_at":"2023-05-19T09:30:00.093Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Critical-Infrastructure-Systems-Lab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Critical-Infrastructure-Systems-Lab/repositories"},"tags":[{"name":"v2.3","sha":"f82b8ecf495e65e9f2cb0daffcd1e3621efbf4f6","kind":"commit","published_at":"2025-06-02T20:34:23.000Z","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/v2.3","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/releases/tag/v2.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet@v2.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v2.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v2.3/manifests"},{"name":"v2.2","sha":"5cd50b364954c3b933fb70904392ed9ee2637dde","kind":"commit","published_at":"2025-01-25T14:38:14.000Z","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/v2.2","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/releases/tag/v2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet@v2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v2.2/manifests"},{"name":"v2.1","sha":"782b50ab5d33401e4ea7047abee46c95e6850b7b","kind":"commit","published_at":"2024-10-25T22:05:17.000Z","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/v2.1","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/releases/tag/v2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet@v2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v2.1/manifests"},{"name":"v2.0","sha":"7e2acfc498f825a71a5ddeb3f1ec34f2948bf0c2","kind":"commit","published_at":"2023-05-20T08:33:00.000Z","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/v2.0","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/releases/tag/v2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet@v2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v2.0/manifests"},{"name":"v1.3","sha":"090f56cd498fdf291c94464c3628534ffbe8bf62","kind":"commit","published_at":"2021-04-14T18:27:56.000Z","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/v1.3","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/releases/tag/v1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet@v1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v1.3/manifests"},{"name":"v1.2","sha":"2d5d757b242dc368818523edf36738766d18fd9b","kind":"commit","published_at":"2020-09-09T05:22:43.000Z","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/v1.2","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/releases/tag/v1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet@v1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v1.2/manifests"},{"name":"v1.1","sha":"9270e73c8e19798b8c4f2b5d69968e081648fc7f","kind":"commit","published_at":"2019-09-27T03:22:55.000Z","download_url":"https://codeload.github.com/Critical-Infrastructure-Systems-Lab/PowNet/tar.gz/v1.1","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/releases/tag/v1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Critical-Infrastructure-Systems-Lab/PowNet@v1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/tags/v1.1/manifests"}]},"repo_metadata_updated_at":"2025-09-02T15:53:35.250Z","dependent_packages_count":0,"downloads":23,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":54.609081916422475,"dependent_packages_count":9.699229175609847,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":32.15415554601616},"purl":"pkg:pypi/pownet","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pownet","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pownet","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pownet/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T14:16:05.835Z","issues_count":7,"pull_requests_count":3,"avg_time_to_close_issue":5050303.0,"avg_time_to_close_pull_request":33000.0,"issues_closed_count":6,"pull_requests_closed_count":3,"pull_request_authors_count":3,"issue_authors_count":3,"avg_comments_per_issue":0.8571428571428571,"avg_comments_per_pull_request":0.6666666666666666,"merged_pull_requests_count":3,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":4,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":983608.3333333334,"past_year_avg_time_to_close_pull_request":4684.5,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":0.75,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":2,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/issues","maintainers":[{"login":"phumthep","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/phumthep"},{"login":"HishamEldardiry","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/HishamEldardiry"},{"login":"gthomsen","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gthomsen"}],"active_maintainers":[{"login":"gthomsen","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gthomsen"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pownet/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pownet/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pownet/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pownet/related_packages","maintainers":[{"uuid":"phumthep","login":"phumthep","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/phumthep/","role":"Owner","created_at":"2025-01-28T21:32:38.580Z","updated_at":"2025-01-28T21:32:38.580Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/phumthep/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724776,"maintainers_count":308199,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":1256833,"full_name":"Critical-Infrastructure-Systems-Lab/PowNet","default_branch":"master","committers":[{"name":"Dae","email":"65160408+phumthep","login":"phumthep","count":553},{"name":"AFM Kamal Chowdhury","email":"afm.chowdhury@uon.edu.au","login":"kamal0013","count":65},{"name":"ngjiayi93","email":"ngjiayi93@hotmail.com","login":"ngjiayi93","count":28},{"name":"Hisham Eldardiry","email":"35979167+HishamEldardiry","login":"HishamEldardiry","count":23},{"name":"Stefano Galelli","email":"galelli@cornell.edu","login":"stefano-galelli","count":8},{"name":"Jerry Zhuoer Feng","email":"zf245@cornell.edu","login":"Jerry-Zhuoer-Feng","count":4},{"name":"stefano-galelli","email":"stefano_galelli@sutd.edu.sg","login":null,"count":2},{"name":"Matija Pavičević","email":"matija.pavicevic@gmail.com","login":"MPavicevic","count":1},{"name":"Greg Thomsen","email":"gthomsen@gmail.com","login":"gthomsen","count":1}],"total_commits":685,"total_committers":9,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":76.11111111111111,"dds":0.19270072992700726,"past_year_committers":[{"name":"phumthep","email":"phumthep@gmail.com","login":"phumthep","count":260},{"name":"Jerry Zhuoer Feng","email":"zf245@cornell.edu","login":"Jerry-Zhuoer-Feng","count":4},{"name":"Stefano Galelli","email":"galelli@cornell.edu","login":"stefano-galelli","count":2},{"name":"Hisham Eldardiry","email":"35979167+HishamEldardiry","login":"HishamEldardiry","count":2},{"name":"Matija Pavičević","email":"matija.pavicevic@gmail.com","login":"MPavicevic","count":1},{"name":"Greg Thomsen","email":"gthomsen@gmail.com","login":"gthomsen","count":1}],"past_year_total_commits":270,"past_year_total_committers":6,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":45.0,"past_year_dds":0.03703703703703709,"last_synced_at":"2025-08-09T00:09:06.844Z","last_synced_commit":"db8d7e21dc1fca580fdff6e8e49b77543d367326","created_at":"2023-05-21T04:30:31.617Z","updated_at":"2025-08-09T00:09:06.845Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-09T00:00:10.639Z","repositories_count":5425277,"commits_count":849574080,"contributors_count":30945247,"owners_count":904605,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"Critical-Infrastructure-Systems-Lab/PowNet","html_url":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet","last_synced_at":"2025-08-31T14:16:05.835Z","status":null,"issues_count":7,"pull_requests_count":3,"avg_time_to_close_issue":5050303.0,"avg_time_to_close_pull_request":33000.0,"issues_closed_count":6,"pull_requests_closed_count":3,"pull_request_authors_count":3,"issue_authors_count":3,"avg_comments_per_issue":0.8571428571428571,"avg_comments_per_pull_request":0.6666666666666666,"merged_pull_requests_count":3,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":4,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":983608.3333333334,"past_year_avg_time_to_close_pull_request":4684.5,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":0.75,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":2,"created_at":"2023-05-21T04:30:34.988Z","updated_at":"2025-09-02T16:39:52.694Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Critical-Infrastructure-Systems-Lab%2FPowNet/issues","issue_labels_count":{"enhancement":2,"help wanted":2,"good first issue":2,"question":1,"documentation":1,"refactoring":1},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":4,"COLLABORATOR":3},"pull_request_author_associations_count":{"COLLABORATOR":4,"CONTRIBUTOR":1},"issue_authors":{"phumthep":3,"ijbd":3,"AdamRJensen":1},"pull_request_authors":{"gthomsen":2,"HishamEldardiry":2,"Jerry-Zhuoer-Feng":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10052387,"issues_count":30839249,"pull_requests_count":92396322,"authors_count":10540644,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":4},"past_year_pull_request_author_associations_count":{"COLLABORATOR":2,"CONTRIBUTOR":1},"past_year_issue_authors":{"ijbd":3,"AdamRJensen":1},"past_year_pull_request_authors":{"gthomsen":2,"Jerry-Zhuoer-Feng":1},"maintainers":[{"login":"phumthep","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/phumthep"},{"login":"gthomsen","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gthomsen"},{"login":"HishamEldardiry","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/HishamEldardiry"}],"active_maintainers":[{"login":"gthomsen","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gthomsen"}]},"events":{"total":{"CreateEvent":7,"ReleaseEvent":3,"IssuesEvent":10,"WatchEvent":18,"DeleteEvent":3,"IssueCommentEvent":10,"PushEvent":155,"PullRequestReviewCommentEvent":1,"PullRequestReviewEvent":2,"PullRequestEvent":2,"ForkEvent":2},"last_year":{"CreateEvent":7,"ReleaseEvent":3,"IssuesEvent":10,"WatchEvent":18,"DeleteEvent":3,"IssueCommentEvent":10,"PushEvent":155,"PullRequestReviewCommentEvent":1,"PullRequestReviewEvent":2,"PullRequestEvent":2,"ForkEvent":2}},"keywords":["dc-flow","dispatchable-units","economic-dispatch","electricity-supply","n-1-criterion","power-system-analysis","python","renewable-resources","substations","transmission","unit-commitment","water-energy-nexus"],"dependencies":[{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-04-10T18:14:03.370Z","updated_at":"2024-04-10T18:14:03.370Z","repository_link":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/blob/master/pyproject.toml","dependencies":[{"id":17349276759,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e= 3.7.1","direct":true,"kind":"runtime","optional":false},{"id":17349276760,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e= 1.24.3","direct":true,"kind":"runtime","optional":false},{"id":17349276761,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e= 1.5.3","direct":true,"kind":"runtime","optional":false},{"id":17349276762,"package_name":"mplcursors","ecosystem":"pypi","requirements":"\u003e= 0.5.1","direct":true,"kind":"runtime","optional":false},{"id":17349277646,"package_name":"pyomo","ecosystem":"pypi","requirements":"\u003e= 6.5.0","direct":true,"kind":"runtime","optional":false},{"id":17349280315,"package_name":"gurobipy","ecosystem":"pypi","requirements":"\u003e= 10.0.3","direct":true,"kind":"runtime","optional":false},{"id":17349282368,"package_name":"networkx","ecosystem":"pypi","requirements":"\u003e= 3.1.0","direct":true,"kind":"runtime","optional":false},{"id":17349282369,"package_name":"highs","ecosystem":"pypi","requirements":"\u003e= 1.6.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-05-21T14:01:54.661Z","updated_at":"2024-05-21T14:01:54.661Z","repository_link":"https://github.com/Critical-Infrastructure-Systems-Lab/PowNet/blob/master/docs/requirements.txt","dependencies":[{"id":18204120952,"package_name":"sphinx","ecosystem":"pypi","requirements":"\u003e=4.3.0","direct":true,"kind":"runtime","optional":false},{"id":18204120953,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"\u003e=0.5.1","direct":true,"kind":"runtime","optional":false},{"id":18204120954,"package_name":"sphinx-toolbox","ecosystem":"pypi","requirements":"\u003e=v0.8.0","direct":true,"kind":"runtime","optional":false}]}],"score":9.852615222162372,"created_at":"2025-09-04T09:17:29.584Z","updated_at":"2025-10-07T08:04:22.748Z","avatar_url":"https://github.com/Critical-Infrastructure-Systems-Lab.png","language":"Python","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":23,"funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.08035"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/68","html_url":"https://science.ecosyste.ms/projects/68"}