Method and system of modifying a data collection trajectory for pumps and fans
Systems, methods and an apparatus for data monitoring. A system may include a data acquisition circuit structured to interpret a plurality of detection values, each of the plurality of detection values corresponding to at least one of a plurality of input sensors communicatively coupled to the data acquisition circuit; a data storage circuit structured to store specifications and anticipated state information for a plurality of pump and fan types; an analysis circuit structured to analyze the plurality of detection values relative to specifications and anticipated state information to determine a pump or fan performance parameter; and a response circuit structured to initiate an action in response to the pump or fan performance parameter.
1. A data monitoring system, comprising:
a data acquisition circuit structured to interpret a plurality of detection values, each of the plurality of detection values corresponding to at least one of a plurality of input sensors communicatively coupled to the data acquisition circuit;
a data storage circuit structured to store specifications and anticipated state information for a plurality of pump and fan types;
an analysis circuit structured to analyze the plurality of detection values relative to specifications and anticipated state information to determine a pump or fan performance parameter; and
a response circuit structured to initiate an action in response to the pump or fan performance parameter.
2. The data monitoring system of claim 1 , wherein the action in response to the pump or fan performance parameter comprises an action selected from a list of actions consisting of: adjusting a sensor scaling value, selecting an alternate sensor from a plurality of available sensors, acquiring data from a plurality of sensors of different ranges, recommending an alternate sensor, increasing an acquisition range for a sensor, or issuing an alarm or an alert.
3. The data monitoring system of claim 1 , wherein the action in response to the pump or fan performance parameter comprises at least one of: enabling or disabling a processing of the plurality of detection values corresponding to certain sensors based on a component status.
4. The data monitoring system of claim 1 , wherein the action in response to the pump or fan performance parameter comprises at least one of: enabling or disabling a processing of detection values by accessing new sensors or types of sensors.
5. The data monitoring system of claim 1 , wherein the action in response to the pump or fan performance parameter comprises at least one of: enabling or disabling a processing of detection values by accessing data from multiple sensors.
6. The data monitoring system of claim 1 , wherein the plurality of input sensors comprises at least one of: a temperature sensor, a load sensor, an optical vibration sensor, an acoustic wave sensor, a heat flux sensor, an infrared sensor, an accelerometer, a tri-axial vibration sensor, a flow sensor, a fluid particulate sensor, or a tachometer.
7. The data monitoring system of claim 1 , wherein the action in response to the pump or fan performance parameter comprises at least one of: enabling or disabling a processing of detection values by switching to sensors having different response rates, different sensitivity, or different ranges.
8. The data monitoring system of claim 7 , wherein the switching of sensors is controlled by at least one of a model, a set of rules, or a machine learning system.
9. The data monitoring system of claim 7 , wherein the switching of sensors involves at least one of switching from one input port to another, altering a multiplexing of data, activating a system to obtain additional data, or directing changes to a multiplexer (MUX) control circuit.
10. A method, comprising:
interpreting a plurality of detection values, each of the plurality of detection values corresponding to at least one of a plurality of input sensors;
storing specifications and anticipated state information for a plurality of pump or fan types;
analyzing the plurality of detection values relative to the specifications and the anticipated state information to determine a pump or fan performance parameter; and
initiating an action in response to the pump or fan performance parameter.
11. The method of claim 10 , wherein the action in response to the pump or fan performance parameter comprises an action selected from a list of actions consisting of: adjusting a sensor scaling value, selecting an alternate sensor from a plurality of available sensors, acquiring data from a plurality of sensors of different ranges, recommending an alternate sensor, increasing an acquisition range for a sensor, and issuing an alarm or an alert.
12. The method of claim 10 , wherein the action in response to the pump or fan performance parameter comprises at least one of: enabling or disabling a processing of the plurality of detection values corresponding to certain sensors based on a component status.
13. The method of claim 10 , wherein the action in response to the pump or fan performance parameter comprises at least one of: enabling or disabling a processing of detection values by accessing new sensors or types of sensors.
14. The method of claim 10 , wherein the action in response to the pump or fan performance parameter comprises at least one of: enabling or disabling a processing of detection values by accessing data from multiple sensors.
15. The method of claim 10 , wherein the action in response to the pump or fan performance parameter comprises at least one of: enabling or disabling a processing of detection values by switching to sensors having different response rates, different sensitivity, or different ranges.
16. The method of claim 15 , wherein the switching of sensors is controlled by at least one of a model, a set of rules, or a machine learning system.
17. The method of claim 15 , wherein the switching of sensors involves at least one of switching from one input port to another, altering a multiplexing of data, activating a system to obtain additional data, or directing changes to a multiplexer (MUX) control circuit.
18. An apparatus, comprising:
a data acquisition circuit structured to interpret a plurality of detection values, each of the plurality of detection values corresponding to at least one of a plurality of input sensors communicatively coupled to the data acquisition circuit;
a data storage circuit structured to store specifications and anticipated state information for a plurality of pump or fan types;
a bearing analysis circuit structured to analyze the plurality of detection values relative to specifications and anticipated state information to determine a pump or fan performance parameter; and
a response circuit structured to initiate an action in response to the pump or fan performance parameter.
19. The apparatus of claim 18 , wherein the action in response to the pump or fan performance parameter comprises an action selected from a list of actions consisting of: adjusting a sensor scaling value, selecting an alternate sensor from a plurality of available sensors, acquiring data from a plurality of sensors of different ranges, recommending an alternate sensor, increasing an acquisition range for a sensor, and issuing an alarm or an alert.
20. The apparatus of claim 18 , wherein the plurality of input sensors comprises at least one of: a temperature sensor, a load sensor, an optical vibration sensor, an acoustic wave sensor, a heat flux sensor, an infrared sensor, an accelerometer, a tri-axial vibration sensor, a flow sensor, a fluid particulate sensor, or a tachometer.