Industrial Automation

How to Reduce Machine Downtime in Manufacturing

By Onkar Lamkane · · 4 min read

Industrial automation and manufacturing systems

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
FAQ

Frequently asked questions

Do we need sensors to start tracking machine downtime?

No. Operators can record a stop at the workcenter with its start time, end time and reason. Sensors may be considered later if automatic capture is practical and useful for the process.

How many downtime reasons should we give operators?

Use a list short enough to select quickly but detailed enough to support useful follow-up. Begin with the recurring causes your team can act on, then refine the categories as you review the records.

Who should be responsible for resolving a downtime event?

Assign the owner to the team that can investigate the cause, such as maintenance, materials or quality. Clear ownership makes it easier to follow up rather than leaving a stop as an unassigned data point.

How should we separate planned and unplanned downtime?

Record planned events such as scheduled maintenance separately from unexpected breakdowns, shortages or waiting. Keeping the categories distinct makes reports easier to interpret and compare.

Can an MES help us analyse downtime?

An MES can capture downtime reasons and responsible teams when those fields are part of the configured workflow. To understand what it can show for your operation, review the recording and reporting requirements in a product demo.

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