Aaron Bach 54bf0ef76b
Add AQI rating template sensor example to the PurpleAir docs (#25687)
Co-authored-by: Franck Nijhof <frenck@frenck.nl>
2023-01-16 13:46:33 +01:00

4.5 KiB

title description ha_category ha_iot_class ha_release ha_codeowners ha_domain ha_platforms ha_integration_type ha_config_flow
PurpleAir Instructions on how to integrate PurpleAir sensors with Home Assistant.
Sensor
Cloud Polling 2023.1
@bachya
purpleair
diagnostics
sensor
integration true

PurpleAir makes sensors that measure hyper-local air quality data and share it with the public.

{% include integrations/config_flow.md %}

{% include integrations/option_flow.md %}

{% configuration_basic %} Add Sensor: description: Track an additional sensor. Remove Sensor: description: Untrack a sensor. {% endconfiguration_basic %}

Creating an AQI Rating from Raw Particulate Data

The PurpleAir API does not provide AQI data; therefore, the integration does not create an AQI sensor automatically. However, sensors providing raw particulate data can be used to create a human-friendly AQI rating sensor.

The guidelines within this documentation constitute estimates and are intended to help informed decision making. They should not replace analysis, advice or diagnosis from a trained medical professional.

Understanding EPA Guidelines

The United States Environmental Protection Agency (EPA) provides guidelines on correlating the concentration of pollution over a time period to overall "healthiness." For example, a PM2.5 concentration between 0.0 and 12.0 µg/m³ over a 24-hour period equates to a "Good" AQI rating.

Therefore, a common strategy would be to use the guidelines for the particulate types provided by the PurpleAir integration and "merge" them into a single AQI rating.

Creating Statistics Sensors

With the EPA guidelines in hand, the next step is to create statistics sensors for each particulate sensor you are interested. This example uses PM2.5 and PM10.0 over a 24-hour period:

The entity IDs provided below are simulated; make sure that you use entity IDs that actually exist in your Home Assistant instance.
sensor:
  - platform: statistics
    name: "Average Outdoor PM2.5 (24h)"
    entity_id: sensor.sensor_pm2_5_mass_concentration
    state_characteristic: mean
    max_age:
      hours: 24

  - platform: statistics
    name: "Average Outdoor PM10.0 (24h)"
    entity_id: sensor.sensor_pm10_0_mass_concentration
    state_characteristic: mean
    max_age:
      hours: 24

Creating the AQI Rating Sensor

The statistics sensors can then be combined into a template sensor. Note that this example takes a conservative approach: the "worse" of the two values (PM2.5 or PM10.0) is used to determine the overall rating.

Reminder that the breakpoints used below can be determined from the aforementioned EPA guidelines.

{% raw %}

sensor:
    - name: "Local Outdoor Air Quality"
      state: >
        {% set pm2_5_avg = states("sensor.average_outdoor_pm2_5_24h") | int %}
        {% if 0 <= pm2_5_avg <= 12.0 %}
          {% set pm2_5_rating = 0 %}
        {% elif 12.0 < pm2_5_avg <= 35.4 %}
          {% set pm2_5_rating = 1 %}
        {% elif 35.4 < pm2_5_avg <= 55.4 %}
          {% set pm2_5_rating = 2 %}
        {% elif 55.4 < pm2_5_avg <= 150.4 %}
          {% set pm2_5_rating = 3 %}
        {% elif 150.4 < pm2_5_avg <= 250.4 %}
          {% set pm2_5_rating = 4 %}
        {% else %}
          {% set pm2_5_rating = 5 %}
        {% endif %}

        {% set pm10_0_avg = states("sensor.average_outdoor_pm10_0_24h") | int %}
        {% if 0 <= pm10_0_avg <= 54.0 %}
          {% set pm10_0_rating = 0 %}
        {% elif 54.0 < pm10_0_avg <= 154.0 %}
          {% set pm10_0_rating = 1 %}
        {% elif 154.0 < pm10_0_avg <= 254.0 %}
          {% set pm10_0_rating = 2 %}
        {% elif 254.0 < pm10_0_avg <= 354.0 %}
          {% set pm10_0_rating = 3 %}
        {% elif 354.0 < pm10_0_avg <= 424.0 %}
          {% set pm10_0_rating = 4 %}
        {% else %}
          {% set pm10_0_rating = 5 %}
        {% endif %}

        {% set rating = [pm2_5_rating, pm10_0_rating] | max %}
        {% if rating == 0 %}
          Good
        {% elif rating == 1 %}
          Moderate
        {% elif rating == 2 %}
          Unhealthy for sensitive groups
        {% elif rating == 3 %}
          Unhealthy
        {% elif rating == 4 %}
          Very unhealthy
        {% else %}
          Hazardous
        {% endif %}
      unique_id: local_outdoor_air_quality

{% endraw %}