Method of operating a home appliance
A method of operating a home appliance having a treating chamber for receiving an article for treatment according to an automatic cycle of operation stored in memory of a programmable controller operably controlling one or more actuators to implement the cycle of operation, the method includes implementing the cycle of operation, receiving sensor feedback, calculating gradients from the sensor feedback, and controlling an actuator based thereon.
1. A method of operating a home appliance having a treating chamber for receiving an article for treatment according to an automatic cycle of operation stored in memory of a programmable controller operably controlling one or more actuators to implement the cycle of operation, the method comprising:
implementing the cycle of operation by executing on the controller a closed loop control algorithm having programmable control variables for at least some of the actuators;
receiving sensor feedback related to at least one of the control variables for one of the actuators during the implementing of the cycle of operation;
calculating at least one gradient from the sensor feedback for the at least one of the control variables; and
controlling the one of the actuators by adjusting the control variable based on the calculated at least one gradient with an auto-tuning algorithm;
wherein the control variables include at least a gain.
2. The method of claim 1 wherein the auto-tuning algorithm comprises an extremum seeking control algorithm.
3. The method of claim 2 wherein the home appliance comprises a clothes dryer.
4. The method of claim 3 wherein the sensor feedback comprises data provided from a temperature sensor, a moisture sensor, or an airflow sensor of the clothes dryer.
5. The method of claim 3 wherein adjustments are made to the gain until a heater shuts down.
6. The method of claim 5 wherein the adjusting the at least one of the control variables reduces energy consumption and cycle time of a cycle of operation of the clothes dryer.
7. The method of claim 3 wherein adjustments are made to the gain until a heater generates heat such that an exhaust temperature tracks the set point temperature.
8. The method of claim 7 wherein the adjusting the at least one of the control variables lowers maximum temperatures reached within a drum of the clothes dryer.
9. The method of claim 1 wherein adjustments are made to the gain until a speed of a blower fan changes.
10. The method of claim 9 wherein the adjusting the at least one of the control variables improves drying performance by reducing maximum temperatures in a drum of a clothes dryer.
11. The method of claim 1 wherein the receiving, calculating, and controlling are automatically executed on a predetermined schedule.
12. The method of claim 1 wherein the receiving, calculating, and controlling are prompted by a user input.
13. The method of claim 1 wherein the auto-tuning algorithm comprises an iterative feedback tuning algorithm.
14. The method of claim 1 wherein the home appliance comprises a clothes washing machine.
15. The method of claim 14 wherein the sensor feedback comprises data provided from a speed sensor or acceleration sensor of the clothes washing machine.
16. A method of operating a refrigerator having a treating chamber for receiving an article for treatment according to an automatic cycle of operation stored in memory of a programmable controller operably controlling one or more actuators to implement the cycle of operation, the method comprising:
implementing the cycle of operation by executing on the controller a closed loop control algorithm having programmable control variables for at least some of the actuators;
receiving sensor feedback related to at least one of the control variables for one of the actuators during the implementing of the cycle of operation;
calculating at least one gradient from the sensor feedback for the at least one of the control variables; and
controlling the one of the actuators by adjusting the control variable based on the calculated at least one gradient with an auto-tuning algorithm.
17. The method of claim 16 wherein the sensor feedback comprises data provided from a temperature sensor or airflow sensor of the refrigerator.
18. A method of operating a dishwasher having a treating chamber for receiving an article for treatment according to an automatic cycle of operation stored in memory of a programmable controller operably controlling one or more actuators to implement the cycle of operation, the method comprising:
implementing the cycle of operation by executing on the controller a closed loop control algorithm having programmable control variables for at least some of the actuators;
receiving sensor feedback related to at least one of the control variables for one of the actuators during the implementing of the cycle of operation;
calculating at least one gradient from the sensor feedback for the at least one of the control variables; and
controlling the one of the actuators by adjusting the control variable based on the calculated at least one gradient with an auto-tuning algorithm.
19. The method of claim 18 wherein the sensor feedback comprises data provided from a soil sensor or a temperature sensor of the dishwasher.