Predictive Analytics for Equipment Maintenance?

Could an equipment failure or parts shortage be predicted based on an analysis of work orders, parts and equipment usage? Predictive Analytics uses several techniques from data mining and statistics to process data in order to predict future trends and behavior patterns. A key characteristic of the analysis is to provide insight into equipment failure and parts usage that may not be readily apparent through simple reporting. Predictive analytics is an option of Oracle's Relational Database (9.1, 9.2, 10.1, 10.2, and 11.1). If you have been using Oracle eAM for over one year and would like to participate in a proof of concept (working closely with the Product Strategy team) to determine the potential benefits of predictive analytics please contact me. You can explore data mining and predictive analytics at www.oracle.com/technology/products/bi/odm/index.html.

Hi,
We are in our 2nd year of eAM Implementation and I'm very keen to explore the full functionality of this module.
Yes, I would like to participate in a proof of concept (working closely with the Product Strategy team) to determine the potential benefits of predictive analytics Please initiate contact.
Thanks & Regards,
Rubeel (Saad)
CMMS/Oracle eAM Administrator
QAFAC
Direct: +974 4773423
Cell: +974 5546289
[email protected]

Similar Messages

One order for several maintenance equipment

Hi
Is it possible on SAP-PM to create an order for several equipment
Thinks

hi
The object list is a central part of the order. You use it to assign technical objects, notifications or objects, which are identified by a combination of material and serial numbers, to the order.
When you make entries in the object list for an order, you are linking it to the objects you enter. When you make entries in the object list for an order, you are linking it to the objects you enter.
Even if no reference object has been entered for the order on the header data screen, you can still assign technical objects, notifications or objects, which are identified by a combination of material and serial numbers, to the order in the object list
Two features are available for the object list:
An object list, in which you can enter technical objects (equipment, functional locations, assemblies) and notifications
An object list, in which you can enter objects, which are identified by a combination of material and serial numbers, and notifications
Which of these two versions is used in the order depends on:
The choice of reference object in the notification/order
The view setting for the Reference object frame in the notification/order
If you create the order with reference to a notification, for which a reference object has been entered, the system copies the reference object from the notification as the reference object for the order. The system writes the notification number in the order header and in the object list for the order.
You can group together several notifications that can be processed together using a "worklist for notifications" for a maintenance or service order. In this case, the notifications are also included in the object list of the order
check
http://help.sap.com/saphelp_erp2005/helpdata/en/5b/ae2ed74b8611d182ba0000e829fbfe/content.htm
-ashok

To find 'Maintenance Work Center' for Equipment (without Production order)

Hi,
I have a Report for - 'Equipment BOM' - IB03.
Problem: How to find the 'Maintenance work Center ' For Equipment ? (IE03--> Organization > Responsibility> Main. W.Cntr)
[ Note: For Client --> It's not necessary that each Equipment has Production Order, Few Equipments are taken only for Repair purpose, Equipment is there in table - EQUI,
So - Not possible to fetch from AUFK, HIKO or any other order tables. ]

I have a Report for - 'Equipment BOM' - IB03.
Problem: How to find the 'Maintenance work Center ' For Equipment ? (IE03--> Organization > Responsibility> Main. W.Cntr)
[ Note: For Client --> It's not necessary that each Equipment has Production Order, Few Equipments are taken only for Repair purpose, Equipment is there in table - EQUI,
So - Not possible to fetch from AUFK, HIKO or any other order tables. ]
EQUZ-GEWRK has the main work center. Pass the equipment number and valid-to date to get the main work center.
Cheers
Sujay

Table for maintenance plant for equipment & functional location

Hi,
I am trying to identify a table that will give me maintenance plant for a particular equipment & functional location.
Can you help me identify this.
Regards,
Vijay

Hi
ITOB is Table for Functional Location which will give Maintenance Plant & for Equipment which will give Maintenance Plant
Regards,
Rakesh
Edited by: RAKESH ASHOK MANE on Jul 29, 2010 4:32 PM

Table for Preventive Maintenance Generated Maintenance Orders for Equipment

Dear All,
I want to Extract no of Preventive Maintenance Orders (PM02) for a month (according to Planned Date) for a set of Equipments.
Which table I should refer so i wll get the Orders with specific order type , for specific equipments for a month ( Date Range).
With best regards,
Narendra

for that use the following tables for report generation:
AFIH : for equipment number selection and order numbers
AUFK: For order dates and other data
T003P: for order type.
In a single you will not get all the answers. You have to join three four table for this. try using these tables. Or also you can create a query for this using SQ01.

Error Activating SAP Predictive Analytics Desktop Trial for AWS

Hi:
Anyone had come across this issue while activation SAP Predictive Analytics Desktop Trail for AWS?. I selected US east as my region for my AWS account. Subnets show up on the CAL side as well on the account setting. Have tried terminating and recreation many times.
checked the user access and it is correct as per the documentation.
Would appreciate and input/guidance in resolving this issue.
Thanks
Bala

Thanks Stanimir:
I signed up for the developer support package for AWS for this and got it resolved yesterday. the problem was one of the routes in the route table did not have a Internet Gateway entry missing. so the return traffic could not find the way back to the internet. Root cause is as you stated it may be due to an unexpected error during VPC creation.
Thanks for responding to my query..
Cheers
Bala

Business Transaction Control is not Working for Equipment Status.

Hi All,
I have created a Status Profile for Equipment / Functional Location & assigned 5 Status under this Profile i.e. NEW, COM (Commissioning), INS(Inservice), CAM (Care & Maintenance) & DCM (De Commissioned). For Status DCM i have assigned Transaction control FORBIDDEN for "Enter PM processing data , Enter PM planing data & Create Meas. Doc."activities.
It Means, whenever user creates Plant Maintenance Order OR Notification, Maintenance Plan OR Maintenance Item & Measurement Document for any Equipment / FL having this user status (DCM), system should not allow creation of above mentioned object.
In my scenario, system is giving an standard error message " The business transaction cannot be carried out" during creation of "Plant Maintenance Order OR Notification, Maintenance Plan OR Maintenance Item".
But i am able to create measurement document for equipment / FL having user status DCM with Transaction control Forbidden of Measurement document creation. No error message displayed by the system.
Can anybody tell me why its happening? Why system is giving error during order & plan creation but not for Creation of measurement document ?
If this is not posible in standard SAP, does any body knows about any OSS note so that we can implement the same to get an error message.
Thanks in advance
Arun

Please ensure whether both projects have the same budget profile. Other than that you need to carefully investigate how the cost was posted onto both projects in the first place. Please note in case of procurements, budget is only checked at the commitments level (search the forum as this has been discussed before).
In case this does not resolve your issue, revert back with the budget profile settings.
Regards,
Ammar

What are the standard tables for plant maintenance in r/3

I need the list of standard tables for plant maintenance in r/3. and also
is there any way we can find the field name and table which it belongs to in r/3, based on the description of the field.

I NEED THE FIELD NAMES FOR FOLLOWING FIELDS AND CORRESPONDING TABLE NAMES
Equipment status
registration number
insurance type
insurance type description
registration date
expiry date
insurance companies
expiry date
policy number
amount insured
premium paid
created by ..so ..on
for our report in PM .. insurance data report
THANKS

ODBC Issues with SAP Predictive Analytics 2.0 - Automated Analysis

Dear all,
maybe this adds only an aspect to the Infinite Insight OCBC Connection difficulties discussed in
http://scn.sap.com/message/15766247#15766247
but after trying and searching the web for more than a day any help would be appreciated.
This is the situation:
I'm using SAP PA 2.0 Desktop version and would like to upload a flatfile (*csv) to the Data Manager of Automated Analysis. Unfortunately, none of the solutions found by now worked.
It is a SAP PA 2.0 64bit version installed on a Windows 7.0 64 bit P. The installed MS Office version is 32bit as all available drivers. Deinstalling MS Office and reinstalling a 64bit version is not an option. It is not possible to install SAP PA 2.0 32bit version either - the Installation process stops due to the wrong operations system.
The DSN configuration suggested in the SCN discussion mentioned above didn't work, although displayed as data source in the Data Manager data base/file selection Screen. The error message returned is a Microsoft ODBC error [IM014] indicating that for the DSN used, there is an architecture mismatch between driver and application,
The attachments shows screenshots of the error message and the situation in the ODBC adminitrator consoles both for 32bit and for 64bit (in system32 and SysWOW64 shares).
Is there a solution to this problem?
Kind regards
Elisabeth

Hi Elisabeth,
If I understand correcty, you would like to upload your csv file to a database.
What kind of database is it ?
The Automated part of Predictive Analytics supports the following databases:
SAP HANA
Sybase IQ
Oracle
Hive
Teradata
Microsoft SQL Server
MySQL 5
Netezza
IBM DB2
PostgreSQL
Vertica
Greenplum
Your screensot shows ODBC connections to Excel and Text files. It is is not real databases, it cannot execute SQL code.
For more information on configuring a database connection on your machine, you can refer to this document : https://websmp204.sap-ag.de/~sapidb/012002523100001708812015E/pa20_conndb_win_conf_en.pdf
Note that you need a database driver installed on your machine and access to a database (either installed on your machine or on a remote server).
In general, all documentation related to PA2.0 can be found here : SAP Predictive Analytics 2.0 – SAP Help Portal Page.
Hope this helps.
Kind regards,
Armelle

On Work Order using Object lists for equip u can manually create Notifi

On a maintenance Work Order using Object lists for equipment you can manually create a notification for each line item.
We want to automate this process to do this when we save the document.
Any ideau2019s on how to do this?
Does a user exit exist for this?

Hi:
Check with Tcode: IBIP - Plant maintenace batch input utility tool.
Hope, it may help!
Thanks,
Murali.

Announcing SAP Predictive Analytics 2.0!

Announcing the release today of Predictive Analytics 2.0, the revolutionary offering from SAP that combines automated and expert predictive capabilities designed for departmental or Big Data sources.
This release delivers on SAP's published roadmap of making predictive analytics easier to use, for more and varied (novice or expert) types of users, in a faster period of time, and using more automation in the predictive modeling process.
Here's a link to the "What's New" guide for 2.0. For more documentation regarding this release, log in to help.sap.com or to download an evaluation release, log in to support.sap.com. If you do not have a login ID or SAP Predictive Analytics does not show up for you in your downloadable products list, please inquire with your organization's primary SAP support contact.
http://help.sap.com/businessobject/product_guides/pa20/en/pa20_whatsnew_en.pdf
Happy reading/using!
MIke Watschke
SAP Predictive COE

Good blog on Predictive 2.0 and what's coming in 2015:
Convergence : A Catalyst for Fuelling Democratization of Predictive Modelling

Managing warranties for equipment components

Hi! I have the following issue:
I need to implement a solution where user can manage warranties for equipment's components besides the equipment warranty. User requires that when a new component is assigned to an equipment, like bill of materials or any other way..system advises him when creating a notification or maintenance order over the equipment, if any of its components is under warranty, eventhough equipment warranty period had expired.
Does anyone know any way how to manage it?
Thanks in advance,
Regards,
Eva

Hi,
I beleive it won't possible thru standard..
Please check below exits..Hope it may helps you.Take help from ABAP er to meet your requirement.
BG000001 |User Exit: Warranty Check |
BG000002
User Exit: Warranty Check Dialog Box
| BG000003 |User Exit: Subscreen for Changing Warranty Check Result
Kuber

Error QE503- in QE11 transaction (results acquisition) for Equipment calibration

Hi Gurus
I'm working on QM-PM environment to set-up a Equipment Calibration process.
I've defined a routing for Equipment, and I've linked few Quantitative Inspection characteristics to the PM Order Operation.
When I run IP10 to schedule the Maintenance plan defined for the equipment, the system create fine a Lot Inspection.
When I try to set the inspection result using QA32/QA11 the system isssue the Error "QE503-Enter a valuation for this qualitative characteristic"
rather Inspection charactristics are defined QUANTITATIVE !!
Where is the error ??
Thanks in advance for your help.
Claudio

Hello ,
Whenever you are working in QM/PM environment , your using inspection point as well as define sampling procedure in task list so that inspection lot created w.r.t equipment. Now because you are using inspection point w.r.t equipment i.e. 300 then definitely you check and if not maintained then maintain the inspection point valuation in QM customizing in plant level settings.
Before UD it is required to put the valuation against the inspection point and then post the UD.
goto QM---> Basic setting---> Plant level---> Define inspection point valuation.
Now, as you said this is related to MIC, please provide the screen shot of Error message. If any assignment is there then system will provide you the MIC number for which it is required.
Another, check whether you selected the correct task list or not. i.e. same Grp but different grp counter. it may possible that mistakenly you selected the another grp counter.
Check all master data first, and then go to customizing part for correction.
Regards

Predictive Analytics installation prerequisite

Hi all,
so I'm trying to install Predictive Analytics 2.0 on my laptop Helix but the system keeps saying the following error:
"This product cannot be installed on the same machine as SAP Predictive Analytics 2.0 All incompatible products must be uninstalled prior to installing this new product."
I've already uninstalled the previous version of PA 2.0 and Lumira, and even uninstalled InfintieInsight just to make sure and rebooted the laptop, but I keep getting the same message. I didn't have this problem with another laptop of mine. Does anyone have got the same problem before?
Please fill me in with your insights. Thank you in advance!

Hi,
No, you can’t directly access the PAL from PA or HANA Studio in the HANA DB Edition for BW due to licensing restrictions. You need the HANA EE edition to use PAL from PA.
Thanks,
Vishwa

Historical Workorder Visibility for Equipment

Hello - I have a question related to historical workorder visibility for equipment. The scenario below should explain what I'm looking for. Hope you can either tell me how to do it or explain why it can't be done!
We want to be able to see, within the workorder, the history of orders for each piece of equipment. With the 'primary' piece of equipment (that piece of equipment entered on the initial screen when creating a workorder or listed in the Header tab of the workorder), this is not a problem and we see all historical orders associated with that piece of equipment. HOWEVER, for the 'secondary' pieces of equipment, those that are listed on the objects tab in the workorder, we cannot see any history. These pieces of equipment are listed in the workorder as needing maintenance, also. What are we doing wrong or what configuration do we need to set so that the workorder history can be viewed within THAT workorder for each piece of equipment listed? Is it possible? Maybe it's not possible for the "secondary" pieces of equipment. That's what I need to know.
Thanks for your responses!
Susan

Hi Susan,
You say that the order list for the ref.object (primary piece of equip.) can be seen in the work order. This is through the object info and from there branching to Display PM orders transaction,right? If so, then the order list for the equipment in the object list also can be viewed. Double clicking on the equipment will take you to the equip.master and in that screen, under Environment click on orders then the system will navigate to the Display PM orders transaction again.
Please correct me if I got you wrong.
Thanks
Ravi
Edited by: Kolukuluri Ravi Shankar Varma on Aug 17, 2010 2:48 PM

Predictive Analytics for Equipment Maintenance?

Similar Messages

Maybe you are looking for