Systems and methods of temperature control of downstream fluids using predictive algorithms
Systems and methods of providing a temperature controlled stream of fluid via a shower controller or faucet controller under challenging, low-flow conditions using a predictive controller.
1. An electronic water control system, comprising:
an electronically controlled valve; and
at least one processor programmed to control the electronically controlled valve to control a temperature of water downstream of the valve using at least a predictive algorithm, and
a temperature sensor associated with the valve; and
wherein the at least one processor is programmed to control the valve to control a temperature of water downstream of the valve using at least a predictive algorithm including at least data from the temperature sensor and a model of a temperature response of at least a portion of the system; and
wherein the predictive algorithm is configured to determine a predicted future state of the electronic water control system and wherein the processor generates at least one control signal for a state earlier in time than the predicted future state using the predicted future state of the electronic water control system.
2. The electronic water control system according to claim 1 , wherein the model of a temperature response of at least a portion of the system comprises at least a model of the temperature response of the temperature sensor.
3. The electronic water control system according to claim 2 , wherein the model of the temperature response of the temperature sensor comprises a non-mathematical model of the connection between changes in the temperature of the water and subsequent changes in the signal response of the temperature sensor.
4. The electronic water control system according to claim 2 , wherein the model of the temperature response of the temperature sensor comprises a non-mathematical model of the connection between step changes in the temperature of the water and subsequent changes in the signal response of the temperature sensor.
5. The electronic water control system according to claim 2 , wherein the model of the temperature response of the temperature sensor comprises a mathematical relation modeling the connection between changes in the temperature of the water and subsequent changes in the signal response of the temperature sensor.
6. The electronic water control system according to claim 2 , wherein the model of the temperature response of the temperature sensor comprises a mathematical relation modeling the connection between step changes in the temperature of the water and subsequent changes in the signal response of the temperature sensor.
7. The electronic control system according to claim 2 , wherein the predictive algorithm is configured to determine a predicted future state of the electronic water control system using at least the model of the temperature response of the temperature sensor and wherein the processor generates at least one control signal for a state earlier in time than the predicted future state using the predicted future state of the electronic water control system.
8. The electronic water control system according to claim 2 , wherein the predictive algorithm comprises a Kalman filter configured to determine a predicted future state of the electronic water control system and wherein the processor generates at least one control signal for a state earlier in time than the predicted future state using the predicted future state of the electronic water control system.
9. The electronic water control system according to claim 1 , wherein the predictive algorithm comprises a Kalman filter configured to determine a predicted future state of the electronic water control system and wherein the processor generates at least one control signal for a state earlier in time than the predicted future state using the predicted future state of the electronic water control system.
10. The electronic water control system according to claim 1 , wherein the valve is controlled by the at least one processor using measured data only from a single temperature sensor.
11. The electronic water control system according to claim 10 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 30% to 50% under ASSE 1016.
12. The electronic water control system according to claim 10 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 40% to 50% under ASSE 1016.
13. The electronic water control system according to claim 10 , wherein the valve controlled by the at least one processor maintains a target temperature of 100 degrees F. even with a hot water input at 45 psi and a cold water input instantly dropping from 45 psi to 22 psi at a flow rate of 2 gpm downstream of a hot/cold mixer.
14. The electronic water control system according to claim 1 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 30% to 50% under ASSE 1016.
15. The electronic water control system according to claim 1 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 40% to 50% under ASSE 1016.
16. The electronic water control system according to claim 1 , wherein the valve controlled by the at least one processor maintains a target temperature of 100 degrees F. even with a hot water input at 45 psi and a cold water input instantly dropping from 45 psi to 22 psi at a flow rate of 2 gpm downstream of a hot/cold mixer.
17. An electronic water control system, comprising:
at least one processor having associated memory;
at least one valve having at least a hot water input, a cold water input, a hot water output, and a cold water output, the at least one valve controlling (a) a flow of hot water between the hot water input and output and (b) a flow of cold water between the cold water input and output in response to one or more signals from the processor;
a mixing chamber downstream of the at least one valve for mixing the flows of hot and cold fluids output by the valve;
a temperature sensor downstream of the at least one valve and generating a real time temperature signal indicating a temperature of water downstream of the mixing chamber; and
a user input device that receives user input and communicates to the at least one processor user data corresponding to the user input, the user data including at least a desired temperature input; and
the memory having stored thereon at least a model of a temperature response of at least a portion of the system;
the memory having further stored thereon code causing the at least one processor to:
receive an entered desired temperature input via the user input device;
receive measured temperature data corresponding to the real time temperature signal; and
control the valve to control a temperature of the water downstream of the mixing chamber toward the desired temperature input using a predictive algorithm acting on at least (i) the model of a temperature response of at least a portion of the system, (ii) the desired temperature, and (iii) the measured temperature data; and
wherein the predictive algorithm is configured to determine a predicted future state of the electronic water control system and wherein the processor generates at least one control signal for a state earlier in time than the predicted future state using the predicted future state of the electronic water control system.
18. The electronic water control system according to claim 17 , wherein the model of a temperature response of at least a portion of the system comprises at least a model of the temperature response of the temperature sensor.
19. The electronic water control system according to claim 18 , wherein the model of the temperature response of the temperature sensor comprises a non-mathematical model of the connection between changes in the temperature of the water and subsequent changes in the signal response of the temperature sensor.
20. The electronic water control system according to claim 18 , wherein the model of the temperature response of the temperature sensor comprises a non-mathematical model of the connection between step changes in the temperature of the water and subsequent changes in the signal response of the temperature sensor.
21. The electronic water control system according to claim 18 , wherein the model of the temperature response of the temperature sensor comprises a mathematical relation modeling the connection between changes in the temperature of the water and subsequent changes in the signal response of the temperature sensor.
22. The electronic water control system according to claim 18 , wherein the model of the temperature response of the temperature sensor comprises a mathematical relation modeling the connection between step changes in the temperature of the water and subsequent changes in the signal response of the temperature sensor.
23. The electronic water control system according to claim 17 wherein the predictive algorithm comprises a Kalman filter configured to determine a predicted future state of the electronic water control system and wherein the processor generates at least one control signal for a state earlier in time than the predicted future state using the predicted future state of the electronic water control system.
24. The electronic water control system according to claim 17 , wherein the valve is controlled by the at least one processor using measured data only from a single temperature sensor.
25. The electronic water control system according to claim 24 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 30% to 50% under ASSE 1016.
26. The electronic water control system according to claim 24 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 40% to 50% under ASSE 1016.
27. The electronic water control system according to claim 24 , wherein the valve controlled by the at least one processor maintains a target temperature of 100 degrees F. even with the hot water input at 45 psi and the cold water input instantly dropping from 45 psi to 22 psi at a flow rate of 2 gpm downstream of a hot/cold mixer.
28. The electronic water control system according to claim 17 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 30% to 50% under ASSE 1016.
29. The electronic water control system according to claim 17 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 40% to 50% under ASSE 1016.
30. The electronic water control system according to claim 17 , wherein the valve controlled by the at least one processor maintains a target temperature of 100 degrees F. even with the hot water input at 45 psi and the cold water input instantly dropping from 45 psi to 22 psi at a flow rate of 2 gpm downstream of a hot/cold mixer.
31. A method, comprising:
providing an electronically controlled valve;
receiving measured temperature data associated with the valve; and
controlling the valve to control a temperature of a mixed water downstream of the valve using a processor programmed with a Kalman filter configured as a predictive algorithm and the Kalman filter utilizing at least (a) a model of a temperature response of at least a portion of the system and (b) measured temperature data; and
wherein the Kalman Filter is configured to determine a predicted future state of the electronic water control system and wherein the processor generates at least one control signal for a state earlier in time than the predicted future state using the predicted future state of the electronic water control system.
32. The method according to claim 31 , wherein the valve is controlled using measured data only from a single temperature sensor.
33. The method according to claim 32 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 30% to 50% under ASSE 1016.
34. The method according to claim 32 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 40% to 50% under ASSE 1016.
35. The method according to claim 32 , wherein the valve controlled by the at least one processor maintains a target temperature of 100 degrees F. even with a hot water input at 45 psi and a cold water input instantly dropping from 45 psi to 22 psi at a flow rate of 2 gpm downstream of a hot/cold mixer.
36. The method according to claim 31 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 30% to 50% under ASSE 1016.
37. The method according to claim 31 , wherein the valve controlled by the at least one processor maintains target temperature with a change in one supply in the range of 40% to 50% under ASSE 1016.
38. The method according to claim 31 , wherein the valve controlled by the at least one processor maintains a target temperature of 100 degrees F. even with a hot water input at 45 psi and a cold water input instantly dropping from 45 psi to 22 psi at a flow rate of 2 gpm downstream of a hot/cold mixer.