Methods for determining candidate sources of data collection

1. A method for back-calculation comprising:

determining a visualization for at least one route of data that contributes to a fault condition detected in an industrial environment by applying back-calculation to determine data contributing to a detection of the fault condition;

determining a group of sensors in operational proximity to the industrial environment when the fault condition occurred, wherein data collected from the group of sensors comprises the contributing data; and

displaying, in response to the group of sensors, the visualization as highlighted data paths in a visual representation of a data collection system in an industrial machine.

2. The method of claim 1 , further comprising determining a suspect source of data based on a data collection and processing template for the fault condition.

3. The method of claim 2 , wherein the data collection and processing template comprises a configuration of the data collection system when data from the determined suspect source of data were collected with the data collection system.

4. The method of claim 3 , further comprising configuring a data collection and processing template for a system for collecting data in the industrial environment, wherein the data collection and processing template is based on back-calculations applied to machine failures that identify candidate conditions to monitor for avoiding the machine failures.

5. The method of claim 4 , wherein the data collection and processing template identifies at least one of: a sensor to monitor; a sensor data collection path configuration, a frequency of data collection, an amount of data to collect; or an acceptable parameter of sensor data.

6. The method of claim 4 , wherein a data collection system configuration template is automatically generated in response to one of: an occurrence of the fault condition, and an identification of a target component of the industrial environment.

7. The method of claim 1 , further comprising determining further information to gather for at least one of: avoiding an occurrence of the fault condition or improving a performance of the industrial environment.

8. The method of claim 1 , the visualization further comprising at least one of: data collection sources, components related to the fault condition, or an algorithm that determines a potential onset of the fault condition.

9. The method of claim 8 , further comprising, in response to the visualization, preparing a data collection and processing template for configuring data sensing, routing, and collection resources in a system for data collection in the industrial environment.

10. The method of claim 1 , further comprising displaying a graphical display of data sources as an arrangement of sensors that contribute data to a calculation of the fault condition in the industrial environment,

wherein the arrangement is based on at least one of: a sensor type, a data collection template, a fault condition, a component condition, a process condition, and an algorithm for determining any one of a foregoing condition.

11. The method of claim 1 , further comprising enabling a user to communicate with a database of machine related information, wherein the machine related information comprises at least one of: a part that relates to the fault condition, a sensor for the part that relates to the fault condition, and a type of the sensor, to determine a subset of sensors that measure temperature.

12. The method of claim 1 , further comprising enabling a user, via a user interface, to activate selectable graphical elements for those sensors associated with the highlighted data paths.

13. The method of claim 12 , further comprising displaying data associated with those sensors in response to a user selection, and wherein the data comprises at least one of: a sensor type, a range of data collected, an acceptable range of collected data, and actual data values collected for a given condition.

14. The method of claim 12 , further comprising presenting, in a portion of the user interface, at least one of: a list of manufacturers of machines, a list of manufacturers of sub-systems, a list of manufacturers of individual components, a list of manufacturers of sensors, a list of manufacturers of data collection systems, or a remote maintenance organization.