Optimal real-time outcome-based ventilation rate control for buildings
The framework herein may be called outcome-based ventilation (OBV) for evaluating ventilation rates (VR) in commercial buildings and using a system to make informed control decisions based on the resultant indoor air quality (IAQ) and energy consumption outcomes. A ventilation control system includes a ventilation system that provides air circulation to a building and a controller that controls the ventilation system based on input that include a current ventilation rate. The system also includes an optimization system that drives the controller based on factors like building and pollution transport models, scientific estimates of ventilation impacts on productivity, sick leave, and health, user preference parameters, and weather, pollution, and price forecasts.
1. A ventilation control system, comprising:
a ventilation system that provides air circulation to a building;
a controller that controls the ventilation system based on inputs, wherein the inputs comprise a current ventilation rate; and
an optimization system that drives the controller, to control the ventilation system, based at least on a corresponding value for each of factors comprising building and pollution transport models; scientific estimates of ventilation impacts on productivity, sick leave, and health; user preference parameters; and pollution forecast and price forecast, wherein the corresponding values are computed based on a user-provided guidance for each of the factors.
2. The ventilation control system of claim 1 , wherein the current ventilation rate is determined by a combination of flow sensing at a building air handling unit and occupancy scheduling.
3. The ventilation control system of claim 1 , wherein the current ventilation rate is determined by one or more carbon dioxide (CO2) sensors.
4. The ventilation control system of claim 1 , wherein the inputs further comprise a current indoor temperature and wherein the current indoor temperature input is an average across zones served by the ventilation system.
5. The ventilation control system of claim 1 , wherein the inputs further comprise a current indoor temperature and wherein the current indoor temperature input is determined by a return air temperature as a proxy for temperature measurement.
6. The ventilation control system of claim 1 , wherein the inputs further comprise a total rate of supply air flow.
7. A ventilation control system comprising an optimization system that drives a controller based at least on a corresponding value for each of factors comprising building and pollution transport models; scientific estimates of ventilation impacts on productivity, sick leave, and health; user preference parameters; and pollution forecast and price forecast, wherein the corresponding values are computed based on a user-provided guidance for each of the factors.
8. The ventilation control system of claim 7 , wherein the controller controls a ventilation system based on inputs, wherein the inputs comprise a current ventilation rate determined by a combination of flow sensing at a building air handling unit and occupancy scheduling.
9. The ventilation control system of claim 8 , wherein the current ventilation rate is determined by one or more carbon dioxide (CO2) sensors.
10. The ventilation control system of claim 8 , wherein the inputs further comprise a current indoor temperature and the current indoor temperature input is an average across zones served by the ventilation system.
11. The ventilation control system of claim 8 , wherein the inputs further comprise a current indoor temperature and wherein the current indoor temperature input is determined by a return air temperature as a proxy for temperature measurement.
12. The ventilation control system of claim 8 , wherein the inputs further comprise a total rate of supply air flow.
13. A method to control ventilation, the method comprising:
providing air circulation, by a ventilation system, to a building;
controlling the ventilation system, by a controller, based on inputs, wherein the inputs comprise a current ventilation rate; and
driving the controller, by an optimization system, to control the ventilation system based at least on a corresponding value for each of factors comprising building and pollution transport models; scientific estimates of ventilation impacts on productivity, sick leave, and health; user preference parameters; and pollution forecast and price forecast, wherein the corresponding values are computed based on a user-provided guidance for each of the factors.
14. The method of claim 13 further comprising: determining the current ventilation rate by a combination of flow sensing at a building air handling unit and occupancy scheduling.
15. The method of claim 13 further comprising: determining the current ventilation rate by one or more carbon dioxide (CO2) sensors.
16. The method of claim 13 , wherein the inputs further comprise a current indoor temperature and wherein the current indoor temperature input is an average across zones served by the ventilation system.
17. The method of claim 13 , wherein the inputs further comprise a current indoor temperature and wherein the current indoor temperature input is determined by a return air temperature as a proxy for temperature measurement.
18. The method of claim 13 , wherein the inputs further comprise a total rate of supply air flow.