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REopt Lite API (Version 1)

The REopt Lite API recommends an optimal mix of renewable energy, conventional generation, and energy storage technologies to meet cost savings and energy performance goals, including the hourly optimal operation of the system. In addition to this API, the REopt Lite Tool provides an interface for interactively setting up input parameters. Click here for more information about the REopt model.

The API uses utility rates from the Utility Rate Database and solar PV generation profiles from PV Watts (Version 5). It is capable of accepting custom load profiles, but is also equipped with simulated profiles from the Department of Energy Commercial Reference Buildings.

    Endpoints


    The REopt Lite API provides a total of seven endpoints, hosted from the base developer.nrel.gov/api/reopt/. The following are intended to provide reference information in creating a scenario to optimize:


    v1/help
    Provides a JSON response detailing the input parameters, including data formats, limitation onn acceptable ranges, and dependencies with related parameters.

    Query parameters include:
    • api_key

    Example:
    GET  https://developer.nrel.gov/api/reopt/v1/help?api_key={key}
    v1/invalid_urdb
    Provides a list of known invalid Utility Rate Database labels, i.e. rates they may have incomplete information or cannot be modeled.

    Query parameters include:
    • api_key

    Example:
    GET  https://developer.nrel.gov/api/reopt/v1/invalid_urdb?api_key={key}
    v1/annual_kwh
    Provides the annual kWh consumed by a Department of Energy Commercial Reference Building. These values are useful if you need a starting point for an unknown site load.

    Query parameters include:
    • api_key
    • doe_reference_name
    • latitude
    • longitude

    Example:
    GET  https://developer.nrel.gov/api/reopt/v1/annual_kwh?api_key={key}&doe_reference_name=Hospital&latitude=40.123&longitude=-111.123
    The remaining endpoints facilitate posting a REopt analysis job, retrieving the results, downloading a proforma, and obtaining some statistics related to how long a given energy system can meet a site critical load during electrical outages:

    v1/job
    Submit a job via a POST to this URL with optimization parameters in JSON format as defined in Input Definitions in the Formatting and Posting a Job section below. If the inputs are valid, then the API will return a run_uuid that can be used to access results, the proforma, and resilience statistics.

    v1/job/<run_uuid>/results
    Returns status of the job and results when they are ready in JSON format. For more information, see the Getting Results section below.

    v1/job/<run_uuid>/proforma
    Returns a spreadsheet proforma in Excel format. Access this endpoint in a browser to automatically download the file.

    v1/job/<run_uuid>/resilience_stats
    Returns descriptive statistics of resilience metrics explaining how long the system can function during outages.

    User Workflow


    To use this API, create a REopt analysis job by posting a set input parameters in JSON format as described below to the v1/job endpoint along with your API key.

    At the time of job submission, a REopt analysis is scheduled and its unique identifer is returned as the API response. To check on the job status, the job identifier is submitted to the v1/job/<run_uuid>/results endpoint (where the <run_uuid> is the response from the job creation POST). If the task has completed, the status indicator (found in the outputs > Scenario > status response) will read 'optimal' and the results will be returned. Otherwise, the status indicator will note that the job is still in process or has encountered errors.

    The v1/job/<run_uuid>/results endpoint can be polled on a continuing basis until the status is updated and results are returned. Example Python scripts are provided at https://github.com/NREL/REopt-API-Examples

    Note, an API key is required on all API requests. See API key usage for more information.

    Creating a Job
    POST  https://developer.nrel.gov/api/reopt/v1/job?api_key={key}
    
        -data {"Scenario":{"Site":{...}}}

    Checking Results
    GET  https://developer.nrel.gov/api/reopt/v1/job/<run_uuid>/results?api_key={key}

    Formatting and Posting a Job


    The v1/job endpoint accepts a JSON post of a Scenario, a set of nested input parameters. At each level in the Scenario, capitalized directory names are associated with sets of lower case attribute names and values (as well as possible capitalized subdirectories). Any missing attribute values that are not required will be filled in with default values as described in the tables below.

    Examples and Tips

    Optimizations include PV and storage technologies by default. To disable either, set its 'max_kw' to 0.

    Below is an example of a simple valid post that disables storage in the optimization:

    {
     "Scenario": {
      "Site": {
        "latitude": 39.5,
        "longitude": -105.0,
    
        "LoadProfile": {
          "annual_kwh": 20000,
          "doe_reference_name": "RetailStore"
          },
        "ElectricTariff": {
          "blended_monthly_demand_charges_us_dollars_per_kw": [0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1],
          "blended_monthly_rates_us_dollars_per_kwh": [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8]
          },
        "Storage": {
          "max_kw": 0
          }
        }
      }
    }

    Modeling Resilience

    Note the REopt API can make system size recommendations such that a user defined outage can be survived. Define an outage duration, start time and end time in the LoadProfile directory to enable this capability.

    Input Definitions

    The v1/job endpoint accepts a JSON in a nested directory structure that at the top level contains a Scenario key that maps to a set of attributes and subdirectories as described below. Pay attention to capitalization, data formats and interdependent attributes.

    API Response

    The v1/job endpoint replies with a JSON consisting of the unique identifier of the task that will optimize the scenario.

    {"run_uuid":"667bf625-df6c-4fba-836c-a0165f247005" }

    Getting Results


    The v1/job/<run_uuid>/results endpoint replies to a GET request containing a query string specifying the run_uuid for which to retrieve results.

    GET https://developer.nrel.gov/api/reopt/v1/job/667bf625-df6c-4fba-836c-a0165f247005/results

    API Response

    If results are not ready, the v1/job/<run_uuid>/results endpoint will respond with the message shown below. The Scenario directory will contain a 'status' designated as Optimizing.... The URL can be polled at regular intervals, without rate-limiting, until the status changes to 'optimal' indicating that results are ready.

    {"inputs":{...},"outputs":{"Scenario":{"status":"Optimizing...",...}},"messages":{...}}

    If results are ready, the Results URL returns a JSON containing inputs, outputs and messages. The Scenario directory will contain a 'status' designated as optimal.

    {
      "outputs": {
            "Scenario": {
                "status": "optimal",
                "Site": {
                    "Financial": {
                        "lcc_us_dollars": 256574,
                        "net_capital_costs_plus_om_us_dollars": 29291,
                        "npv_us_dollars": 6427,
                        "lcc_bau_us_dollars": 263001
                    },
                    "LoadProfile": {
                        "year_one_electric_load_series_kw": [
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