FEFF_maFailurePredictionG (cdf)

version

0.9

framework class

feff

input data format

internal analytics database

data processing

internal analytics database

data output

internal analytics database

deploy format

microservice

::scientific team: [UA.ER] [UA.JPS] :conception team: [UA.DC] [UA.ER] [UA.DC] [BTT.DA] [BTT.PR]

1. Input Data

Input data is obtained from the internal analytics database, in particular, generated by the framework FEFF_fFailurePredictionG (cdf).

2. Output Data

Results are kept in the internal analytics database, shared in PDF reports, and available for other PPS modules.

3. sbroETL information

— ma{NN}F: Model application {NN} framework (inFiles: sbroFMK-ma{NN}F.yml, class: DMAIC/project)

  1. [exec sys_install/sys] (Re)create needed tables

  2. [exec ma{NN}F_main] Validate the existence of dataout f{NN}F tables

  3. […] Generate prediction microservices

  4. […] Activate prediction microservices

  5. [run] exec pF_main

4. Components

Identification

maFailurePredictionG_PRED01

Description

Forecast failures of machines using component TRAIN01 of FEFF_fFailurePredictionG (cdf).

Implementation team

[UA.DC]

Plugins

The following are the plugins used

Identification

maFailurePredictionG_PRED02

Description

Forecast failures of machines using component TRAIN02 of FEFF_fFailurePredictionG (cdf).

Implementation team

[UA.ER]

Plugins

The following are the plugins used

  • plugin_tb01_generalClassifier_predict