Manufacturing · Analytics ·

Industrial maintenance

Manage your maintenance: availability (MTBF), responsiveness (MTTR), failure rate and upkeep cost.

Illustrative preview of the SAP Analytics Cloud dashboard Industrial maintenance for the Manufacturing industry: metrics MTBF, MTTR, Failure rate, Maintenance cost, analyzed by Equipment, Workshop, Failure type.
Illustrative preview of a possible rendering in SAC. Brand colors and structure; synthetic figures.

KPIs included

  • MTBF
  • MTTR
  • Failure rate
  • Maintenance cost

Analysis dimensions

  • Equipment
  • Workshop
  • Failure type

About this template

Manage your maintenance: availability (MTBF), responsiveness (MTTR), failure rate and upkeep cost. Designed for teams in the Manufacturing industry, the model pre-wires 4 key metrics — including MTBF and MTTR — analyzable across 3 analysis axes (Equipment, Workshop, Failure type). You start from an already-bounded base (units, aggregations and business labels defined) rather than a blank sheet.

After downloading, import Industrial maintenance into SAC Modeler (Files → New Model → Import data from a file), map the 3 dimensions and 4 measures, then build your Story. The provided dataset contains 720 to 960 rows with realistic values for the Manufacturing industry, available as .xlsx (multi-sheet workbook), .csv (flat table) and .package (ZIP bundle with model.json, data.csv and README).

FAQ

What is the "Industrial maintenance" template for?

It provides a ready-to-use SAC structure to drive analytics in the Manufacturing industry. The standard business KPIs and dimensions are already defined, saving you the modeling phase.

Which KPIs are included?

The template includes 4 metrics: MTBF, MTTR, Failure rate, Maintenance cost. Each is computed across the dimensions Equipment, Workshop, Failure type.

How do I import it into SAP Analytics Cloud?

Download the .csv or .xlsx format, then in SAC: Files → New Model → Import data from a file. Map the columns (Dimensions then Measures), validate the types and build your Story. Allow 5 to 10 minutes for an operational model.