Page 58 - Plastics News May 2026
P. 58

TECHNOLOGY NEWS








          temperature history, moisture, or contamination       While rheological monitoring shows whether the
          can push the process outside its validated win-       melt behaves as expected, spectroscopy helps
          dow. The result may include dimensional varia-        confirm that material composition remains within
          tion, surface defects, color shifts, or changes in    specification. Near-infrared and infrared meth-
          mechanical performance. Many of these prob-           ods are especially  useful  for  polymer blends,
          lems begin upstream, but processors often de-         regrind, recycled feedstock, fillers, colorants,
          tect them only during offline inspection or down-     and additive packages. In these systems, small
          stream testing.                                       compositional changes can affect both process-
                                                                ability and final properties.
          This gap has increased interest in inline melt
          monitoring. Two methods stand out: inline rheol-      Spectroscopic measurements detect changes
          ogy and near-infrared or infrared spectroscopy.       in absorption patterns linked to specific chemi-
          Rheological indicators track changes in flow be-      cal groups or material components. With proper
          havior. Spectroscopic methods detect changes          calibration, they can estimate blend ratio, track
          in composition and molecular structure. Used          additive concentration trends, and detect unex-
          together, these tools give processors a broader       pected material signatures in real time. In prac-
          view of melt quality during production and help       tice, this helps identify formulation drift, feeder
          identify deviations before defects spread.            imbalance, carryover from a previous produc-
          Inline Rheology as a Process Stability Indicator      tion run, or the introduction of an unintended
                                                                resin stream.
          Inline rheology in industry is evolving rapidly.
          While many plants still rely on tracking simpler      This capability becomes more important as pro-
          viscosity proxies derived from standard process       cessors increase recycled content and rely on
          data, such as melt pressure, temperature, screw       more  complex  formulations.  In  these  systems,
          speed, or throughput, there is an increasing          the process may remain mechanically stable for
          trend toward deploying dedicated inline instru-       some time even when composition has started
          mentation.                                            to drift. Spectroscopy can therefore flag a devel-
                                                                oping material issue before rheological changes
          These specialized instruments, such as vibra-         become large enough to affect dimensions or
          tional viscometers or slip-stream rheometers,         throughput.
          operate directly in the melt stream and provide
          sensitive, real-time data that goes beyond basic      Combining  Rheology and  Spectroscopy  for
          process indicators.                                   Better Diagnostics

          In extrusion, monitoring often works best near        The strongest inline monitoring strategy does
          the die, where flow is more stable and easier         not rely on a single measurement principle. Rhe-
          to interpret.  In injection  molding,  cyclic behav-  ology and spectroscopy provide different but
          ior makes interpretation harder, but pressure-        complementary  information,  and their  combi-
          based indicators and cycle-resolved response          nation improves both sensitivity and diagnostic
          can still provide useful insight.                     confidence.
                                                                A  change  in  both  viscosity  proxy  and  spectral
          Spectroscopy for Composition  and Material
          Control                                               signature may indicate a shift in formulation,
                                                                blend ratio, or contamination severe enough to


             60   PLASTICS NEWS                                                                         May 2026
   53   54   55   56   57   58   59   60   61   62   63