Page 62 - Plastics News May 2026
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TECHNOLOGY NEWS
Equipment doesn’t have to fail to become inef- Instead of treating each process separately,
ficient. It just has to drift slightly from optimal plants are starting to manage energy as a shared
performance. resource.
That’s where Predictive maintenance in plastics Some are adjusting production schedules. Oth-
industry becomes useful. ers are balancing loads more carefully. A few
are even identifying patterns in peak usage that
Instead of waiting for something to go wrong, were never analyzed before.
systems monitor performance continuously.
Small deviations—like unusual vibration or heat It’s a more holistic way of thinking—and it works.
patterns—get flagged early.
Sustainability Is Not Becoming Strategic, It Is Be-
Fixing those early keeps machines running ef- coming Operational
ficiently, which naturally keeps energy use in
check. Traditionally, sustainable polymer manufacturing
was largely concerned with materials: recycling,
Data Is Finally Being Used Properly alternative polymers etc.
A lot of plants already collect data. The differ- Now, operations are part of that conversation.
ence now is how that data is being used.
If you can produce the same output using less
With Industrial IoT in plastic processing, sensors energy, that’s a direct environmental benefit. No
capture everything from cycle times to energy change in material required.
draw.
And since energy savings also reduce costs, this
But raw data alone doesn’t solve anything.
is one area where sustainability and profitability
When combined with AI, it starts to tell a story— are actually aligned.
where energy is going, when it spikes, and why. The “Smart Factory” Is Happening Slowly
That’s essentially what defines Smart Plastic There’s a lot of talk about smart factory solu-
Manufacturing Systems. Not just connected tions for sustainable plastics manufacturing, but
machines, but systems that actually interpret in reality, most companies are getting there step
what’s happening. by step.
Looking Beyond Individual Machines It’s rarely a full transformation overnight.
One machine running efficiently is good. But en- It is more frequently in the form of this:
ergy savings become more meaningful when
looked at across the plant. ♦ One production line gets upgraded
That’s where AI-driven energy management in ♦ One process becomes AI-assisted
plastic production plants comes in. ♦ One system becomes connected
64 PLASTICS NEWS May 2026
