By Onkar Lamkane · · 4 min read

Explore practical approaches to monitoring equipment, identifying recurring issues, and improving maintenance workflows.
Machine stops can affect output and delivery schedules, but teams need consistent records to understand how often they occur, what caused them and who should investigate. Without useful records, it is difficult to prioritize improvement work.
This article describes the basics of useful downtime records, which can be collected by operators at the machine without sensors.
Background and industry context
Downtime reduces output, delays orders and increases cost. Not every stop is a problem: changeovers, planned maintenance and breaks are part of production.
The goal is to see the difference between stops you planned and stops you did not, and to find which unplanned causes repeat.
Challenges to consider
Stops are remembered, not recorded, so the reason is forgotten by the end of the shift.
Everything is written as machine down, which hides the real cause.
Records are on paper and nobody collects them.
No one owns the stop, so it is not followed up.
A practical approach
Record each stop with the machine or workcenter, start and end time, a reason chosen from a short list and the team responsible for resolving it.
Group the reasons into categories such as breakdown, material shortage, waiting for quality, changeover and planned maintenance.
Review the totals weekly with supervisors, and act on the largest repeating cause first.
Key features and implementation details
- Operator entry at the machine with a pick list of reasons
- Start and end time for each stop
- Responsible team for each reason
- Loss categories for reporting
- Review by machine, shift and category
Lessons learned and practical insights
- Keep the reason list short so people actually use it
- Give every reason an owner
- Record at the moment of the stop, not at the end of the day
- Start with one line before extending to the whole plant