Systems and methods for intelligent pic valves with agent interaction
A flow control device is configured to control fluid flow in an HVAC system. The flow control device includes a valve, an actuator configured to open and close the valve, and one or more sensors. The flow control device further includes a fault detection and correction agent configured to receive data from the one or more sensors, analyze the data according to a set of rules, and detect whether one or more faults have occurred. In response to detecting a fault, the fault detection and correction agent is configured to either operate the actuator to open or close the valve or initiate a corrective action to be taken by another device in the HVAC system.
1. A flow control device configured to control fluid flow in an HVAC system, the flow control device comprising:
a valve;
one or more sensors;
an actuator configured to open and close the valve;
a fault detection and correction agent configured to receive data from the one or more sensors, analyze the data from the one or more sensors according to a set of rules, and detect whether one or more faults have occurred;
in response to detecting a fault, the fault detection and correction agent configured to determine whether the fault can be corrected by opening or closing the valve;
in response to determining the fault can be corrected by opening or closing the valve, the fault detection and correction agent configured to correct the fault by operating the actuator to open or close the valve;
in response to determining the fault cannot be corrected by opening or closing the valve, the fault detection and correction agent configured to initiate a corrective action to be taken by another device in the HVAC system.
2. The flow control device of claim 1 , wherein the fault is a low temperature fault.
3. The flow control device of claim 2 , wherein the other device in the HVAC system is a boiler and the corrective action includes operating the boiler to produce heated fluid.
4. The flow control device of claim 1 , wherein the fault is a high temperature fault.
5. The flow control device of claim 4 , wherein the other device in the HVAC system is a chiller and the corrective action includes operating the chiller to produce chilled fluid.
6. The flow control device of claim 1 , wherein the fault is either a high pressure fault or a low pressure fault.
7. The flow control device of claim 6 , wherein the other device in the HVAC system is a pump and the corrective action includes operating the pump to either increase or decrease fluid pressure.
8. The flow control device of claim 1 , wherein initiating the corrective action to be taken by another device in the HVAC system includes communication with one or more additional agents.
9. The flow control device of claim 1 , wherein the one or more sensors include a thermistor embedded in the valve.
10. A flow control system configured to control fluid flow in an HVAC system, the flow control system comprising:
a first flow control device comprising:
a first valve;
one or more sensors;
a first actuator configured to open and close the first valve;
a second flow control device comprising:
a second valve;
one or more sensors;
a second actuator configured to open and close the second valve;
an optimization agent configured to receive data from the one or more sensors of the first flow control device and the second flow control device;
wherein the optimization agent is further configured to determine an optimal position of the first valve using the data from both the first flow control device and the second flow control device.
11. The flow control system, of claim 10 , wherein the first flow control device and the second flow control device operate in series to provide heated fluid to a heating coil or chilled fluid to a cooling coil.
12. The flow control system, of claim 11 , wherein the optimization agent is configured to determine the optimal position of the first valve based on the optimal position of the second valve and a setpoint associated with the heating coil or the cooling coil.
13. The flow control system, of claim 10 , wherein the first flow control device and the second flow control device operate in parallel with a common discharge to provide heated fluid to a heating coil or chilled fluid to a cooling coil.
14. The flow control system, of claim 13 , wherein the optimization agent is configured to determine the optimal position of the first valve based on the optimal position of the second valve and a setpoint associated with the heating coil or the cooling coil.
15. The flow control system, of claim 10 , wherein the first flow control device and the second flow control device operate in parallel with a common intake to provide heated fluid to two heating coils or chilled fluid to two cooling coils.
16. The flow control system, of claim 15 , wherein the optimization agent is configured to determine the optimal position of the first valve based on the optimal position of the second valve and a setpoint associated with the two heating coils or the two cooling coils.
17. A flow control system configured to control fluid flow in an HVAC system, the flow control system comprising:
a plurality of flow control devices, each of the plurality of flow control devices comprising:
a valve;
one or more sensors;
an actuator configured to open and close the valve;
a learning agent configured to receive and use data from the one or more sensors to generate a model for each flow control device using a system identification process;
wherein the learning agent operates the actuator of each flow control device according to the generated model.
18. The flow control system of claim 17 , wherein the learning agent is configured to filter extraneous data and disturbances from the input data.
19. The flow control system of claim 17 , wherein the learning agent is configured to update a set of model parameters using training data.
20. The flow control system of claim 19 , wherein the learning agent updates the model parameters at a predefined time interval.