{"id":50236,"name":"EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","description":"This repository contains the simulation code, forecasting models (LSTM, Prophet, ARIMA), and optimization workflow for an MAS-based Smart Grid architecture, real-time energy forecasting, climate-resilient decision-making..","url":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","last_synced_at":"2025-09-05T11:57:48.404Z","repository":{"id":305283440,"uuid":"1021272372","full_name":"Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","owner":"Ishita95-harvad","description":"This repository contains the simulation code, forecasting models (LSTM, Prophet, ARIMA), and optimization workflow for an MAS-based Smart Grid architecture, real-time energy forecasting, climate-resilient decision-making..","archived":false,"fork":false,"pushed_at":"2025-09-01T05:19:56.000Z","size":23069,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-01T07:38:05.030Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://github.com/Ishita95-harvad/Merged--AI-Smart-Grid-Modules-into-MAS-Grid-LAB-D-Simulation/tree/main","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Ishita95-harvad.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-07-17T06:44:11.000Z","updated_at":"2025-09-01T05:20:00.000Z","dependencies_parsed_at":"2025-09-01T07:09:29.364Z","dependency_job_id":"517c550b-e5d6-47bb-addc-86bcee8baf5a","html_url":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","commit_stats":null,"previous_names":["ishita95-harvad/-ai-smart-grid-mas-","ishita95-harvad/-integration--ai-smart-grid-mas-"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ishita95-harvad%2FEXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ishita95-harvad%2FEXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ishita95-harvad%2FEXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ishita95-harvad%2FEXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ishita95-harvad","download_url":"https://codeload.github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ishita95-harvad%2FEXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273754368,"owners_count":25161920,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"Ishita95-harvad","name":null,"uuid":"187977436","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/187977436?u=1b9d4a021e752171b2e28dbd6721ad76a8a3e56a\u0026v=4","repositories_count":1,"last_synced_at":"2025-01-31T11:20:05.576Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Ishita95-harvad","funding_links":[],"total_stars":0,"followers":0,"following":0,"created_at":"2025-01-31T11:20:05.601Z","updated_at":"2025-01-31T11:20:05.601Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ishita95-harvad","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ishita95-harvad/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","html_url":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-05T11:57:25.344Z","updated_at":"2025-09-05T11:57:25.344Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ishita95-harvad%2FEXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ishita95-harvad%2FEXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10098650,"issues_count":31447165,"pull_requests_count":97330651,"authors_count":10702032,"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":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"PushEvent":4},"last_year":{"PushEvent":4}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/python app.yml","sha":null,"kind":"manifest","created_at":"2025-07-20T13:31:12.366Z","updated_at":"2025-07-20T13:31:12.366Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/.github/workflows/python app.yml","dependencies":[]},{"ecosystem":"pypi","filepath":"deploy/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-07-20T13:31:12.422Z","updated_at":"2025-07-20T13:31:12.422Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/deploy/requirements.txt","dependencies":[{"id":24234855130,"package_name":"flask","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855131,"package_name":"gunicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2025-07-20T13:31:12.496Z","updated_at":"2025-07-20T13:31:12.496Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/requirements.txt","dependencies":[{"id":24234855149,"package_name":"streamlit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855150,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855151,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855152,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855153,"package_name":"prophet","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855154,"package_name":"pyomo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855155,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855156,"package_name":"tensorflow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24234855157,"package_name":"gridlabd","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/mkdocs.yml","sha":null,"kind":"manifest","created_at":"2025-09-01T07:09:28.714Z","updated_at":"2025-09-01T07:09:28.714Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/.github/workflows/mkdocs.yml","dependencies":[]},{"ecosystem":"docker","filepath":".github/workflows/Dockerfile","sha":null,"kind":"manifest","created_at":"2025-09-01T07:09:28.776Z","updated_at":"2025-09-01T07:09:28.776Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/.github/workflows/Dockerfile","dependencies":[{"id":24939839582,"package_name":"python","ecosystem":"docker","requirements":"3.10-slim","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"deploy/Dockerfile","sha":null,"kind":"manifest","created_at":"2025-09-01T07:09:28.847Z","updated_at":"2025-09-01T07:09:28.847Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/deploy/Dockerfile","dependencies":[{"id":24939839583,"package_name":"python","ecosystem":"docker","requirements":"3.10-slim","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"models/docker-compose.yml","sha":null,"kind":"manifest","created_at":"2025-09-01T07:09:28.942Z","updated_at":"2025-09-01T07:09:28.942Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/models/docker-compose.yml","dependencies":[]},{"ecosystem":"docker","filepath":"simulations/docker-compose.yml","sha":null,"kind":"manifest","created_at":"2025-09-01T07:09:28.991Z","updated_at":"2025-09-01T07:09:28.991Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/simulations/docker-compose.yml","dependencies":[]},{"ecosystem":"pypi","filepath":"data/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-09-01T07:09:29.039Z","updated_at":"2025-09-01T07:09:29.039Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/data/requirements.txt","dependencies":[{"id":24939839594,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839595,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839596,"package_name":"tensorflow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839597,"package_name":"prophet","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839598,"package_name":"pyomo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839599,"package_name":"streamlit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"deploy/requirements-deploy.txt","sha":null,"kind":"manifest","created_at":"2025-09-01T07:09:29.138Z","updated_at":"2025-09-01T07:09:29.138Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/deploy/requirements-deploy.txt","dependencies":[{"id":24939839731,"package_name":"flask","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839732,"package_name":"gunicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"models/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-09-01T07:09:29.254Z","updated_at":"2025-09-01T07:09:29.254Z","repository_link":"https://github.com/Ishita95-harvad/EXPERIMENTAL-SET-UP-MAS-Grid-LAB-D-SIMULATION/blob/main/models/requirements.txt","dependencies":[{"id":24939839739,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839740,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839741,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839742,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839743,"package_name":"tensorflow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839744,"package_name":"prophet","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839745,"package_name":"streamlit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839746,"package_name":"fastapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24939839747,"package_name":"uvicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:25.821Z","updated_at":"2025-10-07T08:19:43.429Z","avatar_url":"https://github.com/Ishita95-harvad.png","language":"HTML","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.12345678"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/50236","html_url":"https://science.ecosyste.ms/projects/50236"}