Driving Real Performance Improvements with Data, Insight, & Action.
For years, Overall Equipment Effectiveness (OEE) has been the gold standard for tracking manufacturing productivity. It tells you how well your machines and processes are performing based on Availability, Performance, and Quality. But while OEE is valuable, it doesn’t tell the full story.
OEE measures the outcome of what happens on the production floor, not necessarily why it happens. You might have a line running at 80% efficiency — but still have no clues how to improve it. For example, why do we have unplanned downtime? Why are our changeovers so slow? Why are we at the mercy of supplier delays?
That’s why more manufacturers need to go beyond OEE, and to do this they need answer some key questions, and seek how they can get more data, get more insight, and take more action.
1. More Data:
- Unplanned downtime
- Why did the machine fault?
- Why did it take so long to fix?
- How can we avoid this in the future?
- Process performance
- Why does our process take so long?
- Is there a faster way to do things?
- How can we scale when needed?
2. More Insight
- Cause and effect
- How can we connect the dots between upstream and downstream?
- How can we learn from our previous issues?
- How can we spot the early warnings?
- Subject Matter Experts
- Who can help us get to the root cause of our issues?
- Who are the technology experts and the application experts?
- How can we connect to the right person at right time to help us make better decisions?
https://davoy.tech/what-is-data-and-how-to-derive-insights-and-value
3. More Action
- Action points
- When do we need to make critical changes?
- When do we need help to improve performance?
- What is our continuity plan?
- Automations
- What systems can and can’t be connected? And why?
- How will our action points be triggered
- how will people be notified?
https://werobotics.org/blog/finding-new-ways-of-turning-drone-data-into-action
By connecting these layers beyond OEE, you move from simply tracking performance to actively improving it. The result isn’t just higher OEE — it’s a more business resilience, faster more responsive operations, and a smarter factory.
To learn more about how to go beyond OEE and how to optimise the performance of your manufacturing systems, get in contact with us at http://www.AwakenIoT.com.
In short: OEE is the starting point, not the finish line. The manufacturers that win tomorrow will be those who look beyond the numbers, and gather more data, get more insight, and drive real action.
Authors note: For reference, there are lots of OEE guides, infographics, slides, etc. all with some good points, but a lot of noise. I wrote this to simply add some new aspects, from my experiences helping organisations quantify and optimise their OEE.
https://leantheprocess.com/how-to-calculate-takt-time/
http://www.qapoperations.com/Lean-Manufacturing-Articles/QAP-Operations-OEE-Article-8-19-24.html
https://www.ptc.com/en/solutions/digital-manufacturing/overall-equipment-effectiveness