Building equipment with predictive control and allocation of energy from multiple energy sources
A predictive controller for building equipment associated with a building includes one or more processing circuits configured to control electric energy used by the building equipment. The building equipment includes an electric energy using component. The one or more processing circuits are configured to utilize a predictive cost function to determine a first amount of the electric energy supplied from an energy grid source and a second amount of the electric energy supplied from a second energy source to the electric energy using component.
1. A predictive controller for building equipment associated with a building, the predictive controller comprising one or more processing circuits configured to:
control electric energy used by the building equipment, the building equipment comprising an electric energy using component; and
use a predictive cost function to determine a first amount of the electric energy supplied from an energy grid source and a second amount of the electric energy supplied from a second energy source to the electric energy using component.
2. The predictive controller of claim 1 , wherein the predictive cost function accounts for:
a cost of the first amount of the electric energy supplied from the energy grid source at each time step of a time period; and
a cost savings resulting from using the second amount of the electric energy from the second energy source at each time step of the time period.
3. The predictive controller of claim 1 , wherein the second energy source comprises at least one of:
a battery configured to store and discharge the second amount of the electric energy for use by the building equipment; or
renewable energy generation equipment configured to generate the second amount of the electric energy from a renewable energy source.
4. The predictive controller of claim 1 , wherein the second energy source comprises a second energy grid source configured to:
generate the second amount of the electric energy in a manner that produces less carbon emissions per unit of the second amount of the electric energy than produced when generating the first amount of the electric energy; or
offset the carbon emissions produced when generating the second amount of the electric energy.
5. The predictive controller of claim 1 , wherein the predictive cost function comprises a carbon emissions control objective indicating an amount of carbon emissions associated with operating the building equipment using at least one of the first amount of the electric energy supplied from the energy grid source or the second amount of the electric energy supplied from the second energy source.
6. The predictive controller of claim 1 , wherein the predictive cost function comprises disease transmission risk control objective indicating a risk of disease transmission associated with operating the building equipment using at least one of the first amount of the electric energy supplied from the energy grid source or the second amount of the electric energy supplied from the second energy source.
7. The predictive controller of claim 1 , wherein the predictive cost function comprises an occupant comfort control objective indicating occupant comfort associated with operating the building equipment using at least one of the first amount of the electric energy supplied from the energy grid source or the second amount of the electric energy supplied from the second energy source.
8. The predictive controller of claim 1 , wherein the predictive cost function comprises a monetary cost control objective indicating a monetary cost associated with operating the building equipment using at least one of the first amount of the electric energy supplied from the energy grid source or the second amount of the electric energy supplied from the second energy source.
9. The predictive controller of claim 1 , wherein the predictive cost function accounts for a demand charge based on a maximum power consumption of the building equipment during a demand charge period that overlaps at least partially with an optimization period;
wherein the predictive controller is configured to receive energy pricing data defining the demand charge and to use the energy pricing data as inputs to the predictive cost function.
10. The predictive controller of claim 1 , wherein the one or more processing circuits are remote from the building equipment and communicate with the building equipment via a communications bus or network.
11. A unit of building equipment comprising:
one or more powered components configured to use electric energy; and
a predictive controller configured to use a predictive cost function to determine a first amount of the electric energy supplied from an energy grid source and a second amount of electric energy supplied from a second energy source to the one or more powered components.
12. The unit of claim 11 , wherein the predictive cost function accounts for:
a cost of the first amount of the electric energy supplied from the energy grid source at each time step of a time period; and
a cost savings resulting from using the second amount of the electric energy from the second energy source at each time step of the time period.
13. The unit of claim 11 , wherein the second energy source comprises at least one of:
a battery configured to store and discharge the second amount of the electric energy for use by the one or more powered components; or
renewable energy generation equipment configured to generate the second amount of the electric energy from a renewable energy source.
14. The unit of claim 11 , wherein the second energy source comprises a second energy grid source configured to:
generate the second amount of the electric energy in a manner that produces less carbon emissions per unit of the second amount of the electric energy than produced when generating the first amount of the electric energy; or
offset the carbon emissions produced when generating the second amount of the electric energy.
15. The unit of claim 11 , wherein the predictive cost function comprises a carbon emissions control objective indicating an amount of carbon emissions associated with operating building equipment using at least one of the first amount of the electric energy supplied from the energy grid source or the second amount of the electric energy supplied from the second energy source.
16. The unit of claim 11 , wherein the predictive cost function comprises disease transmission risk control objective indicating a risk of disease transmission associated with operating building equipment using at least one of the first amount of the electric energy supplied from the energy grid source or the second amount of the electric energy supplied from the second energy source.
17. The unit of claim 11 , wherein the predictive cost function comprises an occupant comfort control objective indicating occupant comfort associated with operating building equipment using at least one of the first amount of the electric energy supplied from the energy grid source or the second amount of the electric energy supplied from the second energy source.
18. The unit of claim 11 , wherein the predictive cost function comprises a monetary cost control objective indicating a monetary cost associated with operating building equipment using at least one of the first amount of the electric energy supplied from the energy grid source or the second amount of the electric energy supplied from the second energy source.
19. A method for operating a unit of building equipment having one or more powered components that use electric energy, the method comprising:
using a predictive cost function to determine a first amount of the electric energy supplied from an energy grid source and a second amount of the electric energy supplied from a second energy source to the one or more powered components; and
operating the one or more powered components using the first amount of the electric energy supplied from the energy grid source and the second amount of the electric energy supplied from the second energy source.
20. The method of claim 19 , wherein the predictive cost function accounts for:
a cost of the first amount of the electric energy supplied from the energy grid source at each time step of a time period; and
a cost savings resulting from using the second amount of the electric energy from the second energy source at each time step of the time period.