{"id":20054,"name":"OpenStudio-HPXML","description":"Modeling of residential buildings in EnergyPlus using OpenStudio/HPXML.","url":"https://github.com/NatLabRockies/OpenStudio-HPXML","last_synced_at":"2026-04-10T00:30:16.781Z","repository":{"id":37251438,"uuid":"155930194","full_name":"NatLabRockies/OpenStudio-HPXML","owner":"NatLabRockies","description":"Modeling of residential buildings in EnergyPlus using OpenStudio/HPXML.","archived":false,"fork":false,"pushed_at":"2026-03-25T20:53:10.000Z","size":192009,"stargazers_count":63,"open_issues_count":145,"forks_count":27,"subscribers_count":18,"default_branch":"master","last_synced_at":"2026-03-26T10:12:47.863Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Ruby","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/NatLabRockies.png","metadata":{"files":{"readme":"README.md","changelog":"Changelog.md","contributing":null,"funding":null,"license":"LICENSE.md","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":"2018-11-02T23:02:25.000Z","updated_at":"2026-03-23T20:52:31.000Z","dependencies_parsed_at":"2023-09-24T14:04:44.806Z","dependency_job_id":"7734ce6f-5e53-417d-8d48-e7caab17ed68","html_url":"https://github.com/NatLabRockies/OpenStudio-HPXML","commit_stats":{"total_commits":11603,"total_committers":16,"mean_commits":725.1875,"dds":0.5427906575885546,"last_synced_commit":"34fce414bfd4823944aa341bb1989c7eaac6b52c"},"previous_names":["natlabrockies/openstudio-hpxml","nrel/openstudio-hpxml"],"tags_count":23,"template":false,"template_full_name":null,"purl":"pkg:github/NatLabRockies/OpenStudio-HPXML","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLabRockies%2FOpenStudio-HPXML","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLabRockies%2FOpenStudio-HPXML/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLabRockies%2FOpenStudio-HPXML/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLabRockies%2FOpenStudio-HPXML/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NatLabRockies","download_url":"https://codeload.github.com/NatLabRockies/OpenStudio-HPXML/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLabRockies%2FOpenStudio-HPXML/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31138395,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-29T08:59:23.639Z","status":"ssl_error","status_checked_at":"2026-03-29T08:57:18.852Z","response_time":89,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"NatLabRockies","name":"National Laboratory of the Rockies","uuid":"1906800","kind":"organization","description":"","email":null,"website":"http://www.nrel.gov","location":"Golden, CO","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/1906800?v=4","repositories_count":599,"last_synced_at":"2026-01-22T09:57:55.744Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/NatLabRockies","funding_links":[],"total_stars":9633,"followers":1309,"following":0,"created_at":"2022-11-02T20:42:15.539Z","updated_at":"2026-01-22T09:57:55.745Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NatLabRockies","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NatLabRockies/repositories"},"packages":[],"commits":{"id":11615203,"full_name":"NatLabRockies/OpenStudio-HPXML","default_branch":"master","total_commits":13689,"total_committers":20,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":684.45,"dds":0.5519760391555264,"past_year_total_commits":1216,"past_year_total_committers":8,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":152.0,"past_year_dds":0.5098684210526316,"last_synced_at":"2026-03-29T09:01:39.099Z","last_synced_commit":"2377336757fc60b10c36f51149477421a5a5252b","created_at":"2026-01-25T01:00:30.081Z","updated_at":"2026-03-29T09:01:24.637Z","committers":[{"name":"Scott Horowitz","email":"scott.horowitz@nrel.gov","login":"shorowit","count":6133},{"name":"Joe Robertson","email":"joseph.robertson@nrel.gov","login":"joseph-robertson","count":3159},{"name":"GitHub Action","email":"github-action","login":"github-action","count":1770},{"name":"Yueyue Zhou","email":"yueyue.zhou@nrel.gov","login":"yzhou601","count":1340},{"name":"bpark1327","email":"benjamin.park@nrel.gov","login":"bpark1327","count":448},{"name":"Noel Merket","email":"noel.merket@nrel.gov","login":"nmerket","count":219},{"name":"aspeake1","email":"andrew.speake@nrel.gov","login":"aspeake","count":207},{"name":"Sashadf1","email":"Sasha.deFrondeville@nrel.gov","login":"Sashadf1","count":100},{"name":"Jeff Maguire","email":"Jeff.Maguire@nrel.gov","login":"jmaguire1","count":97},{"name":"Rajendra Adhikari","email":"rajendraadhikari.ee@gmail.com","login":"rajeee","count":83},{"name":"prsh5175","email":"prateek.shrestha@nrel.gov","login":"prsh5175","count":53},{"name":"Shen","email":"dshen109@gmail.com","login":"dshen109","count":31},{"name":"Jon","email":"jon.winkler@nrel.gov","login":"jonwinkler","count":20},{"name":"Matt Steen","email":"matthew.steen@nrel.gov","login":"MatthewSteen","count":12},{"name":"Anthony Fontanini","email":"37630588+afontani","login":"afontani","count":9},{"name":"Leo Rainer","email":"lirainer@lbl.gov","login":"lirainer","count":3},{"name":"Julien Marrec","email":"julien.marrec@gmail.com","login":"jmarrec","count":2},{"name":"Andrew Parker","email":"asparke2@gmail.com","login":"asparke2","count":1},{"name":"JLReyna","email":"janet.reyna@nrel.gov","login":"JLReyna","count":1},{"name":"mdahlhausen","email":"matthew.dahlhausen@gmail.com","login":"mdahlhausen","count":1}],"past_year_committers":[{"name":"Scott Horowitz","email":"scott.horowitz@nrel.gov","login":"shorowit","count":596},{"name":"GitHub Action","email":"github-action","login":"github-action","count":266},{"name":"Joe Robertson","email":"joseph.robertson@nrel.gov","login":"joseph-robertson","count":213},{"name":"Yueyue Zhou","email":"yueyue.zhou@nrel.gov","login":"yzhou601","count":93},{"name":"Sashadf1","email":"Sasha.deFrondeville@nrel.gov","login":"Sashadf1","count":21},{"name":"Matt Steen","email":"matthew.steen@nrel.gov","login":"MatthewSteen","count":12},{"name":"bpark1327","email":"benjamin.park@nrel.gov","login":"bpark1327","count":10},{"name":"jmaguire1","email":"Jeff.Maguire@nrel.gov","login":"jmaguire1","count":5}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLabRockies%2FOpenStudio-HPXML/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-03-31T00:00:13.296Z","repositories_count":6205664,"commits_count":927823743,"contributors_count":35812714,"owners_count":1143038,"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":"NatLabRockies/OpenStudio-HPXML","html_url":"https://github.com/NatLabRockies/OpenStudio-HPXML","last_synced_at":"2026-03-29T09:00:27.509Z","status":"active","issues_count":6,"pull_requests_count":19,"avg_time_to_close_issue":650937.0,"avg_time_to_close_pull_request":1262124.75,"issues_closed_count":2,"pull_requests_closed_count":8,"pull_request_authors_count":3,"issue_authors_count":1,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":0.7368421052631579,"merged_pull_requests_count":8,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":6,"past_year_pull_requests_count":19,"past_year_avg_time_to_close_issue":650937.0,"past_year_avg_time_to_close_pull_request":1262124.75,"past_year_issues_closed_count":2,"past_year_pull_requests_closed_count":8,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.5,"past_year_avg_comments_per_pull_request":0.7368421052631579,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":8,"created_at":"2026-01-22T23:00:10.832Z","updated_at":"2026-03-29T09:00:27.509Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLabRockies%2FOpenStudio-HPXML","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLabRockies%2FOpenStudio-HPXML/issues","issue_labels_count":{"priority low":3,"priority medium":1,"refactor":1},"pull_request_labels_count":{"refactor":4,"bug":3,"enhancement":3},"issue_author_associations_count":{"CONTRIBUTOR":6},"pull_request_author_associations_count":{"CONTRIBUTOR":11,"COLLABORATOR":8},"issue_authors":{"shorowit":6},"pull_request_authors":{"shorowit":11,"joseph-robertson":6,"yzhou601":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-03-31T00:00:10.865Z","repositories_count":14018037,"issues_count":34602138,"pull_requests_count":113157645,"authors_count":11212638,"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":{"priority low":3,"priority medium":1,"refactor":1},"past_year_pull_request_labels_count":{"refactor":4,"bug":3,"enhancement":3},"past_year_issue_author_associations_count":{"CONTRIBUTOR":6},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":11,"COLLABORATOR":8},"past_year_issue_authors":{"shorowit":6},"past_year_pull_request_authors":{"shorowit":11,"joseph-robertson":6,"yzhou601":2},"maintainers":[{"login":"joseph-robertson","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/joseph-robertson"},{"login":"yzhou601","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/yzhou601"}],"active_maintainers":[{"login":"joseph-robertson","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/joseph-robertson"},{"login":"yzhou601","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/yzhou601"}]},"events":{"total":{"DeleteEvent":14,"PullRequestEvent":18,"IssuesEvent":8,"IssueCommentEvent":4,"PushEvent":80,"PullRequestReviewCommentEvent":19,"PullRequestReviewEvent":20,"CreateEvent":18},"last_year":{"DeleteEvent":14,"PullRequestEvent":18,"IssuesEvent":8,"IssueCommentEvent":4,"PushEvent":80,"PullRequestReviewCommentEvent":19,"PullRequestReviewEvent":20,"CreateEvent":18}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/config.yml","sha":null,"kind":"manifest","created_at":"2023-09-21T19:20:42.200Z","updated_at":"2023-09-21T19:20:42.200Z","repository_link":"https://github.com/NatLabRockies/OpenStudio-HPXML/blob/master/.github/workflows/config.yml","dependencies":[{"id":13856606242,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13856606243,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13856606244,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"rubygems","filepath":"Gemfile","sha":null,"kind":"manifest","created_at":"2023-09-21T19:20:42.535Z","updated_at":"2023-09-21T19:20:42.535Z","repository_link":"https://github.com/NatLabRockies/OpenStudio-HPXML/blob/master/Gemfile","dependencies":[{"id":13856606265,"package_name":"oga","ecosystem":"rubygems","requirements":"\u003e= 0","direct":true,"kind":"runtime","optional":false},{"id":13856606267,"package_name":"rake","ecosystem":"rubygems","requirements":"\u003e= 0","direct":true,"kind":"runtime","optional":false},{"id":13856606268,"package_name":"minitest","ecosystem":"rubygems","requirements":"= 5.15","direct":true,"kind":"runtime","optional":false},{"id":13856606269,"package_name":"minitest-reporters","ecosystem":"rubygems","requirements":"\u003e= 0","direct":true,"kind":"runtime","optional":false},{"id":13856606270,"package_name":"msgpack","ecosystem":"rubygems","requirements":"\u003e= 0","direct":true,"kind":"runtime","optional":false},{"id":13856606271,"package_name":"parallel","ecosystem":"rubygems","requirements":"\u003e= 0","direct":true,"kind":"runtime","optional":false},{"id":13856606272,"package_name":"simplecov","ecosystem":"rubygems","requirements":"\u003e= 0","direct":true,"kind":"runtime","optional":false},{"id":13856606273,"package_name":"simplecov-html","ecosystem":"rubygems","requirements":"\u003e= 0","direct":true,"kind":"runtime","optional":false},{"id":13856606274,"package_name":"rubyzip","ecosystem":"rubygems","requirements":"\u003e= 0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"rubygems","filepath":"Gemfile.lock","sha":null,"kind":"lockfile","created_at":"2023-09-21T19:20:43.262Z","updated_at":"2023-09-21T19:20:43.262Z","repository_link":"https://github.com/NatLabRockies/OpenStudio-HPXML/blob/master/Gemfile.lock","dependencies":[{"id":13856606397,"package_name":"ansi","ecosystem":"rubygems","requirements":"1.5.0","direct":false,"kind":"runtime","optional":false},{"id":13856606398,"package_name":"ast","ecosystem":"rubygems","requirements":"2.4.2","direct":false,"kind":"runtime","optional":false},{"id":13856606399,"package_name":"builder","ecosystem":"rubygems","requirements":"3.2.4","direct":false,"kind":"runtime","optional":false},{"id":13856606400,"package_name":"docile","ecosystem":"rubygems","requirements":"1.4.0","direct":false,"kind":"runtime","optional":false},{"id":13856606401,"package_name":"minitest","ecosystem":"rubygems","requirements":"5.15.0","direct":false,"kind":"runtime","optional":false},{"id":13856606402,"package_name":"minitest-reporters","ecosystem":"rubygems","requirements":"1.5.0","direct":false,"kind":"runtime","optional":false},{"id":13856606403,"package_name":"msgpack","ecosystem":"rubygems","requirements":"1.5.2","direct":false,"kind":"runtime","optional":false},{"id":13856606404,"package_name":"oga","ecosystem":"rubygems","requirements":"3.3","direct":false,"kind":"runtime","optional":false},{"id":13856606405,"package_name":"parallel","ecosystem":"rubygems","requirements":"1.22.1","direct":false,"kind":"runtime","optional":false},{"id":13856606406,"package_name":"rake","ecosystem":"rubygems","requirements":"13.0.6","direct":false,"kind":"runtime","optional":false},{"id":13856606407,"package_name":"ruby-ll","ecosystem":"rubygems","requirements":"2.1.2","direct":false,"kind":"runtime","optional":false},{"id":13856606408,"package_name":"ruby-progressbar","ecosystem":"rubygems","requirements":"1.11.0","direct":false,"kind":"runtime","optional":false},{"id":13856606409,"package_name":"rubyzip","ecosystem":"rubygems","requirements":"2.3.2","direct":false,"kind":"runtime","optional":false},{"id":13856606410,"package_name":"simplecov","ecosystem":"rubygems","requirements":"0.21.2","direct":false,"kind":"runtime","optional":false},{"id":13856606411,"package_name":"simplecov-html","ecosystem":"rubygems","requirements":"0.12.3","direct":false,"kind":"runtime","optional":false},{"id":13856606412,"package_name":"simplecov_json_formatter","ecosystem":"rubygems","requirements":"0.1.4","direct":false,"kind":"runtime","optional":false},{"id":13856606413,"package_name":"bundler","ecosystem":"rubygems","requirements":"2.2.29","direct":false,"kind":"runtime","optional":false}]}],"score":8.333270353255308,"created_at":"2023-09-11T14:52:09.299Z","updated_at":"2026-04-10T00:30:16.800Z","avatar_url":"https://github.com/NatLabRockies.png","language":"Ruby","category":"Consumption","sub_category":"Buildings and Heating","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# OpenStudio®-HPXML\n\n[![GitHub release (latest by date including pre-releases)](https://img.shields.io/github/v/release/NatLabRockies/OpenStudio-HPXML?include_prereleases)](https://github.com/NatLabRockies/OpenStudio-HPXML/releases)\n[![ci](https://github.com/NatLabRockies/OpenStudio-HPXML/actions/workflows/config.yml/badge.svg?branch=master)](https://github.com/NatLabRockies/OpenStudio-HPXML/actions/workflows/config.yml)\n[![Documentation Status](https://readthedocs.org/projects/openstudio-hpxml/badge/?version=latest)](https://openstudio-hpxml.readthedocs.io/en/latest/?badge=latest)\n\nOpenStudio-HPXML allows running residential [EnergyPlus™ simulations](https://energyplus.net/) using an [HPXML file](https://hpxml.nrel.gov/) for the building description.\nIt is primarily intended to be used by user interfaces or other automated software workflows that automatically produce the HPXML file.\n\nOpenStudio-HPXML can accommodate a wide range of different building technologies and geometries.\nEnd-to-end simulations typically run in 3-10 seconds, depending on complexity, computer platform and speed, etc.\n\nFor more information on running simulations, generating HPXML files with the appropriate inputs to run EnergyPlus, etc., please visit the [documentation](https://openstudio-hpxml.readthedocs.io/en/latest).\n\n## Workflows\n\nA simple `run_simulation.rb` script is provided to run a residential EnergyPlus simulation from an HPXML file.\nSee the [Usage Instructions](https://openstudio-hpxml.readthedocs.io/en/latest/usage_instructions.html) for documentation on running the workflow.\n\nSince [OpenStudio measures](http://natlabrockies.github.io/OpenStudio-user-documentation/getting_started/about_measures/) are used for model generation, additional OpenStudio-based workflows and interfaces can instead be used if desired.\n\n## Capabilities\n\nOpenStudio-HPXML capabilities include:\n- Modeling individual dwelling units or whole multifamily buildings\n- Modeling a wide range of building technologies\n- HVAC design load calculations and equipment autosizing\n- Electric panel NEC load calculations (experimental research feature)\n- Occupancy schedules (smooth or stochastic)\n- Utility bill calculations (flat, tiered, time-of-use, real-time pricing, etc.)\n- Emissions calculations (CO2e, etc.)\n- Annual and timeseries outputs (energy, loads, temperatures, etc.)\n- Optional HPXML inputs with transparent defaults\n- Schematron and XSD Schema input validation\n- Can be used for [IRA HOMES Rebates approval](https://www.energy.gov/sites/default/files/2024-05/ira-home-rebates-single-family-software-verification_050324.pdf)\n- Can be used for [ACCA Manual J approval](https://www.acca.org/standards/approved-software)\n- Can be used for [automated calibration to utility bills](https://github.com/NatLabRockies/OpenStudio-HPXML-calibration)\n\n## Measures\n\nThis repository contains several OpenStudio measures:\n- `BuildResidentialHPXML`: A measure that generates an HPXML file from a set of building description inputs (including, e.g., simplified geometry inputs).\n- `BuildResidentialScheduleFile`: A measure that generates a CSV of detailed schedules (e.g., stochastic occupancy) for use in the simulation.\n- `HPXMLtoOpenStudio`: A measure that translates an HPXML file to an OpenStudio model.\n- `ReportSimulationOutput`: A reporting measure that generates a variety of simulation-based annual/timeseries outputs in CSV/JSON/MessagePack format.\n- `ReportUtilityBills`: A reporting measure that generates utility bill outputs in CSV/JSON/MessagePack format.\n\n## Users\n\nOpenStudio-HPXML is used by a number of software products or organizations, including:\n\n- [BEopt](https://www.nrel.gov/buildings/beopt)\n- [Clarity Heat Pump Toolkit](https://psdconsulting.com/solutions/)\n- [Energy Rating Index (ERI)](https://github.com/NatLabRockies/OpenStudio-ERI)\n- [Home Energy Score](https://www.homeenergyscore.gov)\n- [Hot2000 (H2K)](https://github.com/canmet-energy/h2k-hpxml)\n- [ICF](https://www.icf.com/work/utilities/sightline-utility-customer-programs)\n- [OptiMiser](https://optimiserenergy.com)\n- [Pearl](https://pearlscore.com)\n- [Radiant Labs](https://www.radiantlabs.co)\n- [ResStock](https://resstock.nrel.gov/)\n- [URBANopt](https://www.nrel.gov/buildings/urbanopt.html)\n- [VEIC](https://www.veic.org)\n- [Weatherization Assistant](https://weatherization.ornl.gov/softwaredescription/) (pending)\n- [XeroHome](https://about.xerohome.com/)\n\nAre you using OpenStudio-HPXML and want to be mentioned here? [Email us](mailto:scott.horowitz@nlr.gov) or [open a Pull Request](https://github.com/NatLabRockies/OpenStudio-HPXML/edit/master/README.md).\n\n## License\n\nThis project is available under a BSD-3-like license, which is a free, open-source, and permissive license. For more information, check out the [license file](https://github.com/NatLabRockies/OpenStudio-HPXML/blob/master/LICENSE.md).\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["building-energy","carbon-emissions","demand-side-management","energy-consumption","energy-data","energy-efficiency"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/20054","html_url":"https://ost.ecosyste.ms/projects/20054"}