10) Creation of reports (predictive analyses)

The analysis of the data collected by DynaLoggers can be done in several ways through the Web Platform. The Predictive Analysis tab has as main goal to enable the elaboration of technical reports about failures, alerts or recommendations regarding the health of the monitored asset. The Predictive Analysis section is found at the end of the “Spot Viewer” and “Machine Viewer” pages.

Performing Predictive Analysis

To make a technical report of a Spot, just access the section through the Spot Viewer (at the bottom of the page) and select the “” option.

A new screen will be shown, requesting Spot analysis information:
 

The information tab has the following fields:

• Status: selection of the current asset condition. Three options are available to inform the severity of the report;
• Diagnosis: brief description of the problem encountered by the analyst;
• Detected failure: selection of the failure found at the point among a series of categories;
• Recommended action: indication of which actions should be taken based on the analysis performed;
• Note: addition of infos that have not yet been cited;
• Date on which the failure was detected: optional info to register from which moment the failure could be identified; 
• Deadline for Action: add deadline for action based on the “recommended action”.

The Spot Viewer tab, on the other hand, brings the graphs referring to the history of the analyzed spot data, with the objective of providing background for the analyst when making his report. It is possible to add temperature, acceleration, and speed graphics with customized time periods. It is also possible to add an explanatory comment below the graph.

Picture: Data history tab available when creating a predictive analysis

The “Spectral Analysis” tab allows the addition of spectra that prove the detected failure. The selected spectra will be part of the report.

Picture: Adding spectra where failures are identifiable

Finally, the “Images” tab allows the user to add pictures to the report. By selecting the “Add Image” option, files saved on the user’s computer can be added and will become part of the report.

Picture: Adding images to the predictive report

Predictive Analysis Visualization

The predictive analysis performed are available for viewing and access in several ways, as presented below. To access the full version of the report, click on the report icons in any of the options listed below.

1. In the Spot viewer screen (data history): at the bottom of the screen, below the RMS acceleration graph.
 

2. In the timeline of the Spot Viewer screen: to access the complete report, simply click on the icon in the timeline.
 

Picture: Column for viewing reports from the DMA

Predictive Analysis for multiple monitoring points

In the Machine Viewer screen, it is possible to perform technical reports for more than one monitoring point simultaneously. At the bottom of the page, you will find the option ““.

Picture: Option to issue report by machine 
 

Picture: Predictive Analysis for Multiple Spots
 

When the list of Spots for the machine appears, simply select, in the rightmost column, which ones will be added to the analysis using the “” button. Going forward, the diagnostics, the appointed failure, status, and recommended action options will be the same as those already present in the Predictive Analysis for just one monitoring point, detailed in the previous section.
When performing a batch predictive analysis, as in this case, the selected Spots will inherit the report, which will be available through the options listed in this section.