Irrigation system with position-based predictive analytics
An irrigation system with a variable-speed drive assembly compares electric power data of a motor as a function of the location of the motor against stored historical electric power data for the motor to determine acceptable electric power data thresholds for purposes of diagnosing and predicting pending functionality complications of the variable-speed drive assembly.
1. A method to detect anomalies in operation of an irrigation system having a variable-speed drive assembly with an electric motor moving the irrigation system over a range of locations; said method comprising:
storing electric power data for the motor as a function of the location of the irrigation system;
periodically obtaining electric power data for the motor and determining the location of the irrigation system;
comparing the obtained electric power data against historical electric power data for the location of the irrigation system;
generating a notification if the obtained electrical power data is outside predetermined limits based on the stored electrical power data for the position of the irrigation system; and
updating the stored electrical power data to reflect the obtained electrical power data.
2. The method of claim 1 wherein the variable speed drive includes a variable speed drive controller furnishing electrical power to the motor, and the step of periodically obtaining electrical power data for the motor comprises reading said electrical power data from the variable speed drive controller.
3. The method of claim 1 wherein the step of periodically obtaining electrical power data from the motor comprises reading said electrical power data from a power sensor.
4. The method of claim 1 wherein the step of determining the location of the irrigation system comprises determining the location of the motor.
5. The method of claim 1 wherein the irrigation system pivots about a center point, and wherein the step of determining the location of the irrigation system comprises measuring the angular position of the irrigation system about the center point.
6. An irrigation system comprising:
a variable-speed drive assembly having an electric motor moving the irrigation system over a range of locations;
a power sensor sensing electric power for the motor;
a location sensor sensing the location of the irrigation system;
a memory storing electric power data for the motor as a function of the location of the irrigation system;
a processor:
(a) periodically obtaining electric power data for the motor from the power sensor;
(b) receiving location data from the location sensor regarding the location of the irrigation system;
(c) retrieving stored electrical power data from memory for the location of the irrigation system;
(d) comparing the obtained electric power data against the historical electric power data for the location of the irrigation system;
(e) generating a notification if the obtained electric power data is outside predetermined limits based on the historical electric power data for the location of the irrigation system; and
(f) updating the stored electrical power data in the memory to reflect the obtained electrical power data.
7. The irrigation system of claim 6 wherein the variable speed drive further comprises a variable speed drive controller furnishing electrical power to the motor, and wherein the processor periodically obtains the electrical power data for the motor by reading said electrical power data from the variable speed drive controller.
8. The irrigation system of claim 6 wherein location sensor measures the location of the motor.
9. The irrigation system of claim 6 wherein the irrigation system pivots about a center point, and wherein the location sensor measures the angular position of the irrigation system about the center point.
10. A method to detect anomalies in operation of an irrigation system having a variable-speed drive assembly with an electric motor moving the irrigation system over a range of locations; said method comprising:
storing electric power data for the motor as a function of the location of the irrigation system;
periodically obtaining electric power data for the motor and determining the location of the irrigation system by determining the location of the motor;
comparing the obtained electric power data against historical electric power data for the location of the irrigation system;
generating a notification if the obtained electrical power data is outside predetermined limits based on the stored electrical power data for the position of the irrigation system; and
updating the stored electrical power data to reflect the obtained electrical power data.
11. The method of claim 10 wherein the variable speed drive includes a variable speed drive controller furnishing electrical power to the motor, and the step of periodically obtaining electrical power data for the motor comprises reading said electrical power data from the variable speed drive controller.
12. The method of claim 10 wherein the step of periodically obtaining electrical power data from the motor comprises reading said electrical power data from a power sensor.