Using DOE Results for Process Adjustments in Injection Molding
Turning validated data into controlled, real-world decisions Moving from Study to Production Once a DOE is complete, its value shows up in how the...
2 min read
Nick Erickson : Jun 10, 2026 3:06:59 PM
Before resin reaches the machine, it has to meet a specific moisture threshold, often below 0.02% for sensitive materials. Getting there requires more than just heat.
Effective drying depends on four things working together: stable temperature, low-dew-point air, consistent airflow, and protection from reabsorption. If any one of these is off, moisture can remain in the material or return before molding begins.
Hot air dryers push heated ambient air through the resin.
They work well for non-hygroscopic materials where moisture sits on the surface rather than inside the polymer. For materials like polyethylene or polypropylene, this is often enough to prepare the resin for molding.
The limitation shows up with hygroscopic materials. Because ambient air still contains moisture, this method can’t pull water out of the polymer itself. That leaves internal moisture behind, even if the material appears dry.
Desiccant dryers circulate extremely dry air, typically at dew points below –40°C, through the resin in a closed loop.
This setup actively removes moisture from inside the pellets, not just the surface. The desiccant continuously captures that moisture and regenerates, keeping conditions stable over time.
In practice, this is the standard for hygroscopic materials like polycarbonate, nylon, and PBT. It provides consistent drying conditions and keeps the material within tight moisture limits required for controlled processing.
Oven drying heats resin in a static environment without controlled airflow.
It’s often used for small batches, lab work, or preliminary drying before transferring material to a more controlled system. While simple, it lacks uniform airflow and dew point control.
That inconsistency can lead to uneven drying or overheating. In production settings, this makes it unreliable for maintaining repeatable material conditions.
Hot air systems handle surface moisture but can’t address internal absorption. Desiccant systems remove both surface and internal moisture while maintaining controlled conditions. Ovens provide basic heating but lack the control needed for consistent results.
The choice depends on the material. Hygroscopic resins require desiccant drying to maintain performance, while non-hygroscopic materials can often be processed with simpler methods.
Drying alone isn’t enough if the material is exposed afterward.
Resin can quickly reabsorb moisture from the air during transfer or storage. To prevent this, systems need to stay closed and controlled from the dryer to the machine.
Sealed hoppers, dry-air conveying, and continuous dew point monitoring keep the material in a stable condition until it reaches the barrel.
Drying is treated as part of process validation, not just preparation.
Each material has defined drying parameters, including temperature, time, and dew point. Equipment is verified for consistent performance, and conditions are monitored continuously.
This approach keeps moisture levels controlled from start to finish, which leads to more stable processing, fewer defects, and consistent part quality across production.
Turning validated data into controlled, real-world decisions Moving from Study to Production Once a DOE is complete, its value shows up in how the...
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