Data Loader

About the Root Cause Analysis (RCA) Data Loader

The Root Cause Analysis (RCA) Data Loader allows both primary and third-party content to be delivered to GE Digital APM through either the RCA Data Model. The imported data can then be used to maintain relationships between the RCA data and the Failure Modes and Hypotheses. Users can deploy the data loader to import:

Legacy analysis data for performance comparisons.
Third-party template content.

The Root Cause Analysis (RCA) Data Loader transfers data from a fixed-format Excel workbook into either the RCA Data Model or the RCA Logic Tree. The imported data can be:

An RCA Analysis.
An RCA Event.
A Failure Mode.
A Logic Gate.
An RCA Hypothesis.
An RCA Diagram Relationship.

Note: The Root Cause Analysis (RCA) Data Loader will not be backwards compatible to earlier versions of GE Digital APM.

About the Root Cause Analysis (RCA) Data Loader Requirements

To use the Root Cause Analysis (RCA) Data Loader, your organization must have completed the deployment of the Root Cause Analysis module.

Security Settings

The Security User performing the data load operation must be associated with either the MI Data Loader User or MI Data Loader Admin Security Role, and must also be associated with the MI PROACT Administrator Security Group or a Security Role that is associated with this Security Group.

About the Root Cause Analysis (RCA) Data Loader Data Models

RCA Data Model

RCA Logic Tree Data Model

About the Root Cause Analysis (RCA) Data Loader General Loading Strategy

Best Practices

When importing data using the Root Cause Analysis (RCA) Data Loader, you must use the following best practices:

ID fields (row 2 of each worksheet) must not include special characters or spaces.
Columns in the worksheets should be formatted as either text or dates.
The first two rows of each worksheet should not be edited.
Only import a maximum of 500 analyses in each data load.

Limitations

This section documents a list of the limitations for the Root Cause Analysis (RCA) Data Loader:

The user must use the Root Cause Analysis (RCA) Data Loader workbook (Root Cause Analysis (RCA).xlsx). Any modifications made by the user to the values in column headings in any of the worksheets will not be imported.
Note: Any column values in a customized format will not be imported by the Root Cause Analysis (RCA) Data Loader.
If the user imports the same data multiple times, the most recently imported data is included in the database. If a record currently resides in the database and is then reimported, the newly imported file will replace the existing file in the database. The Root Cause Analysis (RCA) Data Loader does not append the existing record.

Load Sequence

Create an RCA Analysis.
Create an RCA Event.
Link the RCA Event to the RCA Analysis through the RCA Analysis Relationship.
Create and link one or more Failure Modes to the RCA Event through the RCA Analysis Relationship.
Create and link one or more Logic Gates to a specific Failure Mode through the Has Analysis Relationship, where the Failure Mode is the predecessor of the Logic Gate.
Create and link one or more Hypotheses to a specific Logic Gate, through the Has Analysis Relationship, where the Hypothesis is the successor of the Logic Gate.

About the RCA Template Data Loader Workbook Layout and Use

In order to import data using the Root Cause Analysis (RCA) Data Loader, GE Digital provides an Excel workbook (Root Cause Analysis (RCA).xlsx) that supports baseline Root Cause Analysis in GE Digital APM. This template must be used to perform the data load. Using custom changes in code and in design, you can modify the Excel template to include custom fields used by your organization.

The following table lists the worksheets that are included in the Root Cause Analysis (RCA).xlsx workbook:


Worksheet	Description
RCA_Analysis_Template	This worksheet is used to define Analysis records.
RCA_Event	This worksheet is used to define Event records.
RCA_Failure_Mode	This worksheet is used to specify Failure Mode details.
RCA_Logic_Gate	This worksheet is used to specify Logic Gate details.
RCA_Hypothesis	This worksheet is used to specify Hypothesis details.
RCA_Diagram_Relationship	This worksheet is used to specify Diagram Relationship details.

Example: RCA Diagram Relationship

The following Logic Tree diagram depicts an RCA Diagram Relationship for a Pump Failure. The Logic Tree displays two distinct parent nodes and their subsequent child nodes:

Using the Logic Tree diagram, you can parse the parent/child relationships into the RCA_Diagram_Relationship worksheet provided by the Root Cause Analysis (RCA) Data Loader workbook. Once the workbook is complete, the Root Cause Analysis (RCA) Data Loader can be employed:


RCA Template Key	Parent Node Key	Child Node Key	Parent Node Type	Child Node Type
RCA_TEMPLATE_KEY	PARENT_NODE_KEY	CHILD_NODE_KEY	PARENT_NODE_TYPE	CHILD_NODE_TYPE
1234	None	101	RCA_Analysis_Template	RCA_Event
1234	101	201	RCA_Event	RCA_Failure_Mode
1234	101	202	RCA_Event	RCA_Failure_Mode
1234	201	301	RCA_Failure_Mode	RCA_Logic_Gate
1234	202	302	RCA_Failure_Mode	RCA_Logic_Gate
1234	301	401	RCA_Logic_Gate	RCA_Hypothesis
1234	301	402	RCA_Logic_Gate	RCA_Hypothesis
1234	302	403	RCA_Logic_Gate	RCA_Hypothesis

System Code Tables

The following table lists the fields from the RCA System Codes table that must be configured:


Field Name	Field ID
Analysis Type	MI_AN_ANALY_TYPE_CHR
Hypothesis Confidence Factors	MI_RCA_HYPOTHESIS_CONFIDENCE_FACTORS
Hypothesis State	RCA_Hypothesis_State

RCA_Analysis_Template Worksheet

RCA Analysis records store basic information about a Root Cause Analysis created to track and analyze causes of Asset failures.


Field Caption	Field ID	Data Type (Length)	Comments
Analysis Description	MI_AN_SHORT_DESCR_CHR	Character (255)	None
Analysis ID	MI_AN_ANALY_ID_CHR	Character (255)	This field is required and must be unique.
Analysis Type	MI_AN_ANALY_TYPE_CHR	Character (50)	This field contains a list of the following values: Mechanical Operational Quality Safety Environmental You can select the value that defines the type of analysis you are performing.
Comments	MI_RCA_ANALY_COMME_TX	Text	None
Cost Number	MI_RCA_ANALY_COST_NBR	Numeric	This field specifies the estimated cost of the failure event(s) you are analyzing. By default, the currency is set to $.
End Date	MI_RCA_ANALY_END_DATE_DT	Date	You can select a date using the Calendar tool. The date specified in the End Date field must be greater than the date specified in the Start Date field. The value that you enter in this field must be formatted in the following way based on your local time zone: YYYY-MM-DD HH:mm:ss (e.g. 2015-01-31 17:30:00).
Event Narration	MI_RCA_ANALY_EVENT_NARRA_TX	Text	The value of this field is information about the equipment failure.
Frequency Number	MI_RCA_ANALY_FREQU_NBR	Numeric	None
RCA Template Key	RCA_TEMPLATE_KEY	Numeric	This field is required and must be unique.
Start date	MI_RCA_ANALY_START_DATE_DT	Date	The value that you enter in this field must be formatted in the following way, dependent on your local time zone: YYYY-MM-DD HH:mm:ss (e.g., 2015-01-31 17:30:00).

RCA_Event Worksheet

RCA Event records store basic information about a failure event.


Field Caption	Field ID	Data Type (Length)	Comments
Event End Date	MI_EVENT_END_DT	Date	If the Root Cause Analysis was created from a Production Event, this field will be populated automatically with the value in the End Date field of that Production Event. Otherwise, you can define this value manually when you create the RCA Event. The date specified in the End Date field must be greater than the date specified in the Start Date field.
Event Label	MI_RCA_EVENT_LABEL_CHR	Character (255)	If the RCA was created from a Production Event, this field will be populated automatically with the value in the Headline field of that Production Event. Otherwise, you can define this value manually when you create the RCA Event. This field is required.
Event Long Description	MI_EVENT_LNG_DSC_TX	Text	If the RCA was created from a Production Event, this field will be populated automatically with the value in the Description field of that Production Event. Otherwise, you can define this value manually when you create the RCA Event.
Event Start Date	MI_EVENT_STRT_DT	Date	If the RCA was created from a Production Event, this field will be populated automatically with the value in the Start Date field of that Production Event. Otherwise, you can define this value manually when you create the RCA Event.
Event X Position Number	MI_RCA_EVENT_XPOSI_NBR	Numeric	The RCA Event Node is placed in the diagram at a predefined position, where the X Position Number is 350. A different value can be entered, but 350 is recommended.
Event Y Position Number	MI_RCA_EVENT_YPOSI_NBR	Numeric	The RCA Event Node is placed in the diagram at a predefined position, where the Y Position Number is 30. A different value can be entered, but 30 is recommended.
RCA Event Key	RCA_EVENT_KEY	Numeric	This field is required and must be unique.
RCA Template Key	RCA_TEMPLATE_KEY	Numeric	This field is required and must match the template key provided in the RCA_Analysis_Template worksheet.

RCA_Failure_Mode Worksheet

RCA Failure Mode records are possible causes associated with failure events.


Field Caption	Field ID	Data Type (Length)	Comments
Failure Mode Description	MI_RCA_FAILU_MODE_DESCR_TX	Text	The value of this field is a detailed description of the failure mode.
Failure Mode Label	MI_RCA_FAILU_MODE_LABEL_CHR	Character (255)	The name of the failure mode that you want to appear on the Logic Tree.
RCA Failure Mode Key	RCA_FAILU_MODE_KEY	Numeric	This field must contain a unique value that identifies a RCA Failure Mode. This field is required.
RCA Template Key	RCA_TEMPLATE_KEY	Numeric	This field is required and must match the template key provided in the RCA_Analysis_Template worksheet.

RCA_Logic_Gate Worksheet

RCA Logic Gate records define connections between logic nodes.


Field Caption	Field ID	Data Type (Length)	Comments
Logic Gate Type	MI_RCA_LOGIC_GATE_GATE_TYPE_CH	Character (50)	The value in this field must be either: and or This field is required.
Long Description	MI_RCA_LOGIC_GATE_LONG_DESCR_T	Text	The value of this field is a detailed description of the logic gate.
RCA Logic Gate Key	RCA_LOGICGATE_KEY	Numeric	This field is required and must be unique.
RCA Template Key	RCA_TEMPLATE_KEY	Numeric	This field is required and must match the template key provided in the RCA_Analysis_Template worksheet.
Short Description	MI_RCA_LOGIC_GATE_SHORT_DESCR_CHR	Character (255)	None

RCA_Hypothesis Worksheet

RCA Hypothesis records store basic information about the root cause of a failure event.


Field Caption	Field ID	Data Type (Length)	Comments
Confidence Factor Number	MI_RCA_HYPOT_CONFI_FACTO_NBR	Numeric	You can choose from the following values: Not True (0) Somewhat true (1) Possibly True (2) Likely (3) Highly Likely (4) True (5) If you select a value in this field, the value that you select will appear in brackets to the right of the hypothesis name in the Logic Tree.
Description	MI_RCA_HYPOT_DESCR_TX	Text	The value of this field is a detailed description of the hypothesis.
Hypothesis State	MI_RCA_HYPOT_STATE_CHR	Character (255)	You can choose from the following states: Hypothesis Hypothesis True Hypothesis Not True Cause Human Cause Latent Cause Physical This field is set to Hypothesis by default.
Label	MI_RCA_HYPOT_LABEL_CHR	Character (255)	The value of this field is a description of the hypothesis as you want it to appear on the Logic Tree.
RCA Hypothesis Key	RCA_HYPOTHESIS_KEY	Numeric	This field is required and must be unique.
RCA Template Key	RCA_TEMPLATE_KEY	Numeric	This field is required and must match the template key provided in the RCA_Analysis_Template worksheet.

RCA_Diagram_Relationship Worksheet

RCA Diagram Relationship records display the parent-child relationship of the RCA families in Logic Tree diagrams.


Field Caption	Field ID	Data Type (Length)	Comments
RCA Template Key	RCA_TEMPLATE_KEY	Numeric	This field is required and must match the template key provided in the RCA_Analysis_Template worksheet.
Parent Node Key	PARENT_NODE_KEY	Numeric	The value of this field is the node key of the parent node. The parent node key is blank only when the parent-child relationship is created by an RCA Event.
Child Node Key	CHILD_NODE_KEY	Numeric	This field is required and must be unique.
Parent Node Type	PARENT_NODE_TYPE	Character (50)	This field is required.
Child Node Type	CHILD_NODE_TYPE	Character (50)	This field is required.

About the Root Cause Analysis (RCA) Data Loader Load Verification

About this task

Following a successful data load, you can navigate to the RCA Overview page and view any of the imported workbooks, to view the details and logic tree associated with the workbook, and to import workbook content into an analysis.

A successful import can also be defined as an event where partial data on a worksheet was loaded into GE Digital APM, and where the user was given appropriate messaging that enabled him or her to identify and correct issues resulting from the import.