base on Highly granular modeling of residential building stocks at national, regional, and local scales using OpenStudio/EnergyPlus. <img src="https://user-images.githubusercontent.com/1276021/85608250-1ff46b80-b612-11ea-903e-4ced367e5940.jpg" width="280"> The `develop` branch is under active development. Find the latest release [here](https://github.com/NREL/resstock/releases). [](https://github.com/NREL/resstock/releases) [](https://github.com/NREL/resstock/actions/workflows/config.yml) [](https://resstock.readthedocs.io/en/latest/?badge=latest) [ResStock™](https://www.nrel.gov/buildings/resstock.html), built on the [OpenStudio platform](http://openstudio.net), is a project geared at modeling existing residential building stocks at national, regional, or local scales with a high-degree of granularity (e.g., one physics-based simulation model for every 200 dwelling units), using the [EnergyPlus simulation engine](http://energyplus.net). Information about ComStock™, a sister tool for modeling the commercial building stock, can be found [here](https://www.nrel.gov/buildings/comstock.html). This repository contains: - [Housing characteristics of the U.S. residential building stock](https://github.com/NREL/resstock/tree/main/project_national/housing_characteristics), in the form of conditional probability distributions stored as tab-separated value (.tsv) files. Comments at the bottom of each file document data sources and assumptions for each. - [A library of housing characteristic "options"](https://github.com/NREL/resstock/blob/main/resources/options_lookup.tsv) that translate high-level characteristic parameters into arguments for OpenStudio measures, and which are referenced by the housing characteristic .tsv files and building energy upgrades defined in project definition files - Project definition [buildstockbatch YML files](https://github.com/NREL/resstock/blob/main/project_national/national_baseline.yml) openable in any text editor for v2.3.0 and later - Unit-level [OpenStudio-HPXML Measures](https://github.com/NREL/resstock/tree/main/resources/hpxml-measures) (v3.0.0 and later) for automatically constructing individual representative dwelling unit OpenStudio Models using [OpenStudio-HPXML](https://openstudio-hpxml.readthedocs.io/en/latest/?badge=latest) - [Higher-level OpenStudio Measures](https://github.com/NREL/resstock/tree/main/measures) for controlling simulation inputs and outputs Software for running ResStock simulations: - [Versions 2.3.0](https://github.com/NREL/resstock/releases/tag/v2.3.0) and later only support the use of [buildstockbatch](https://github.com/NREL/buildstockbatch) for deploying simulations on high-performance or cloud computing. Version 2.3.0 also removed separate projects for single-family detached and multifamily buildings, in lieu of a combined `project_national` representing the U.S. residential building stock. See the [changelogs](https://resstock.readthedocs.io/en/latest/changelog/index.html) for more details. - For large-scale production runs of ResStock, it is recommended that buildstockbatch is used. For smaller-scale tests, [`run_analysis.rb`](https://github.com/NREL/resstock/blob/develop/workflow/run_analysis.rb) can be used. Information about the workflow can be found in ResStock's [documentation](https://resstock.readthedocs.io/en/latest/basic_tutorial/running_a_project.html#using-run-analysis-rb). ", Assign "at most 3 tags" to the expected json: {"id":"12921","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"