The baseline GE Digital APM database includes the Reliability Distribution Analysis report, which you can use to view a summary of the results of a Reliability Distribution Analysis.
The Reliability Distribution Analysis report is built from the following Catalog items:
Throughout this documentation, we refer to the main report, the subreports, and the supporting queries collectively as the Reliability Distribution Analysis report.
The Analysis Summary section of the Reliability Distribution report displays information that is stored in the Reliability Distribution record and Distribution records that are linked to the Reliability Distribution record.
The following table lists each item in the Analysis Summary section and the corresponding Reliability Distribution or Distribution record field whose data is displayed in the report.
Report Item | Record | Record Field |
---|---|---|
Analysis Name | Reliability Distribution | Analysis ID |
Analysis Description | Reliability Distribution | Short Description |
Analysis Start | Reliability Distribution | Analysis Start Date |
Analysis End | Reliability Distribution | Analysis End Date |
Number of Assets | Reliability Distribution | Assets |
Number of Failures | Reliability Distribution | Number of Failures |
Censored Failures | Reliability Distribution | Censored Failures |
MTBF | Reliability Distribution | MTBF |
MTTR | Reliability Distribution | MTTR |
Use Confidence
|
Reliability Distribution | Use Confidence |
Confidence Level | Distribution | Confidence Level |
Last Modified | Reliability Distribution | LAST UPDT DT |
Modified By | Reliability Distribution |
LAST UPBY SEUS KEY Note: The name of the Security User associated with this value is displayed in the report. |
The Statistical Distribution Information section of the Reliability Distribution report displays information that is stored in each Distribution record that is linked to the Reliability Distribution record. Each Distribution record is a member of one of four Distribution subfamilies in which records can exist: Exponential, Lognormal, Normal, or Weibull.
The following subsections are displayed for each Distribution record that is linked to the Reliability Distribution:
In the <Variable> Distribution subsection, <Variable> is the value that is stored in the Variable field in the Distribution record that is linked to the Reliability Distribution record. Throughout the documentation, we will refer to this subsection as the Distribution subsection.
The following table lists each item in the Distribution subsection and the corresponding Distribution record field whose data is displayed in the report.
Report Item | Distribution Field |
---|---|
Distribution Type |
Distribution Type |
Units |
|
Fit Method |
Fit Method |
R2 | R-Squared |
Mean | Mean |
Standard Deviation | Standard Deviation |
Median |
Median |
The Parameters subsection contains information stored in a Distribution record (i.e., Weibull, Lognormal, Exponential, or Normal record). The Weibull, Lognormal, Exponential, or Normal record is linked to the Reliability Distribution record. The items that appear in the Parameters subsection will be different, depending on the type of Distribution record.
The following table lists each item in the Parameters subsection for a Weibull record whose data is displayed in the report. For a Weibull record, one row is displayed for each of the following field captions: Beta, Eta, and Gamma.
Report Item | Weibull Field |
---|---|
Beta | |
Value |
Beta |
Low |
Beta Low |
High | Beta High |
Calculated | Beta Fixed |
Eta | |
Value | Eta |
Low | Eta Low |
High |
Eta High |
Calculated | Eta Fixed |
Gamma | |
Value | Gamma |
Low | Gamma Low |
High |
Gamma High |
Calculated | Gamma Fixed |
The following table lists each item in the Parameters subsection for a Lognormal record whose data is displayed in the report. For a Lognormal record, one row is displayed for each of the following field captions: Mu, Sigma, and Gamma.
Report Item | Lognormal Field |
---|---|
Mu | |
Value |
Mu |
Low |
Mu Low |
High | Mu High |
Calculated | Mu Fixed |
Sigma | |
Value | Sigma |
Low | Sigma Low |
High |
Sigma High |
Calculated | Sigma Fixed |
Gamma | |
Value | Gamma |
Low | Gamma Low |
High |
Gamma High |
Calculated | Gamma Fixed |
The following table lists each item in the Parameters subsection for an Exponential record whose data is displayed in the report. For an Exponential record, one row is displayed for the field caption MTBF.
Report Item | Exponential Field |
---|---|
MTBF | |
Value |
MTBF |
Low |
MTBF Low |
High | MTBF High |
Calculated | MTBF Fixed |
The following table lists each item in the Parameters subsection for a Normal record whose data is displayed in the report. For a Normal record, one row is displayed for each of the following field captions: Mean, Standard Deviation.
Report Item | Normal Field |
---|---|
Mean | |
Value |
Mean |
Low |
Mean Low |
High | Mean High |
Calculated | Mean Fixed |
Standard Deviation | |
Value | Standard Deviation |
Low | Standard Deviation Low |
High |
Standard Deviation High |
Calculated | Standard Deviation Fixed |
The Goodness of Fit Test subsection displays information from the corresponding Distribution record.
The Kolmogorov-Smirnov test is the only test used to measure goodness of fit, so the Name column in the report is populated automatically with the value Kolmogorov-Smirnov test. The following table lists each remaining item in the Goodness of Fit Test subsection and the corresponding Distribution record field whose data is displayed in the report.
Report Item | Distribution Field |
---|---|
Statistic |
GOF Statistic |
P-Value |
GOF P-Value |
Passed |
Passed |
The Assets section of the Reliability Distribution report displays information that is stored in the Failure Data field in the Reliability Distribution record.
The following values are displayed in the Assets section:
The Functional Failures section of the Reliability Distribution report displays information that is stored in the Failure Data field in the Reliability Distribution record.
The following values are displayed in the Failure Data section:
The Analysis Plots section of the Reliability Distribution report displays the graphs that are displayed in the Time to Failure Distribution section or accessed via the left pane in the Analysis Summary workspace for the selected analysis.
The Plots section displays the following graphs:
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