Identify Production Problems
Production problems are best analyzed by working backward from the result to the cause. The starting point is a metric that is deteriorating: lower output, more scrap, longer cycle times, more frequent breakdowns, or declining availability.
A pragmatic approach:
- Narrow Down the Time Period in "": When Will the Deviation Be Visible?
- Narrow Down the Asset: Which line, machine, or station is affected?
- Identifying the Type of Loss: Is it a matter of availability, performance, or quality?
- Select a log: Production Log, Status Log, Event and Alarm Log, or Process Data.
- **** Grouping: by product, shift, station, message, status, or process variant.
- Check the cause at: Compare relevant messages, machine statuses, and process parameters.
- Validate the measure: Measure the key figure before and after the change.
Manufacturing Insights supports this approach with production analysis, event analysis, condition analysis, process analysis, OEE, and AI Copilot.