Intrinsic viscosity (IV) determination of recycled PET by NIR spectroscopy
Applications | 2023 | MetrohmInstrumentation
Recycled polyethylene terephthalate (rPET) plays a critical role in sustainable plastic reuse and quality control of recycled materials.
The intrinsic viscosity (IV) of rPET reflects chain length and molecular weight, directly influencing mechanical properties and processing behavior.
Traditional IV determination involves lengthy drying, solvent use, and manual viscometry, creating bottlenecks and chemical waste.
This application note evaluates a rapid, solvent-free approach to quantify rPET IV using visible and near-infrared (Vis-NIR) spectroscopy.
The primary goals were to develop a robust calibration model correlating NIR spectra with standard viscometer values (ASTM D4603) and to demonstrate measurement in under one minute without sample pretreatment.
A set of 48 rPET samples covering a wide IV range served as calibration and validation material.
Each sample was measured in duplicate using:
Spectral data were preprocessed and multivariate regression models were developed to predict IV values directly from raw spectra.
The Vis-NIR calibration model achieved:
High correlation between predicted and laboratory IV values confirms model reliability.
The large sample cup provided reproducible spectra despite variations in pellet size and crystallinity.
The NIR-based method offers several advantages over conventional viscometry:
Integration of advanced chemometric algorithms and machine learning could further improve prediction accuracy.
Extension of NIR methods to additional quality parameters such as diethylene glycol and isophthalic acid content is feasible.
On-line and at-line NIR sensors may enable real-time monitoring within extrusion or pelletizing processes.
The Metrohm DS2500 Solid Analyzer combined with Vis-NIR spectroscopy provides a rapid, precise, and solvent-free alternative for intrinsic viscosity determination of rPET.
This approach streamlines quality control workflows, enhances safety, and supports sustainable recycling operations.
Metrohm Application Note AN-NIR-112: "Intrinsic viscosity (IV) determination of recycled PET by NIR spectroscopy"
NIR Spectroscopy
IndustriesEnergy & Chemicals
ManufacturerMetrohm
Summary
Importance of the Topic
Recycled polyethylene terephthalate (rPET) plays a critical role in sustainable plastic reuse and quality control of recycled materials.
The intrinsic viscosity (IV) of rPET reflects chain length and molecular weight, directly influencing mechanical properties and processing behavior.
Traditional IV determination involves lengthy drying, solvent use, and manual viscometry, creating bottlenecks and chemical waste.
Study Objectives and Overview
This application note evaluates a rapid, solvent-free approach to quantify rPET IV using visible and near-infrared (Vis-NIR) spectroscopy.
The primary goals were to develop a robust calibration model correlating NIR spectra with standard viscometer values (ASTM D4603) and to demonstrate measurement in under one minute without sample pretreatment.
Methodology and Instrumentation
A set of 48 rPET samples covering a wide IV range served as calibration and validation material.
Each sample was measured in duplicate using:
- DS2500 Solid Analyzer operating from 400 to 2500 nm
- Large sample cup accessory to minimize particle size effects
- Vision Air Complete software for data acquisition and chemometric model building
- Glass capillary viscometer (ASTM D4603) as the reference method
Spectral data were preprocessed and multivariate regression models were developed to predict IV values directly from raw spectra.
Main Results and Discussion
The Vis-NIR calibration model achieved:
- Coefficient of determination (R2) = 0.9061
- Standard error of calibration (SEC) = 0.0068 dL/g
- Standard error of cross-validation (SECV) = 0.0084 dL/g
High correlation between predicted and laboratory IV values confirms model reliability.
The large sample cup provided reproducible spectra despite variations in pellet size and crystallinity.
Benefits and Practical Applications
The NIR-based method offers several advantages over conventional viscometry:
- Measurement time below one minute, eliminating lengthy drying and dissolution steps
- Chemical-free operation enhances laboratory safety and reduces disposal costs
- Minimal sample preparation enables direct analysis of bulk pellets
- Improved throughput supports routine quality control and sorting in recycling plants
Future Trends and Potential Applications
Integration of advanced chemometric algorithms and machine learning could further improve prediction accuracy.
Extension of NIR methods to additional quality parameters such as diethylene glycol and isophthalic acid content is feasible.
On-line and at-line NIR sensors may enable real-time monitoring within extrusion or pelletizing processes.
Conclusion
The Metrohm DS2500 Solid Analyzer combined with Vis-NIR spectroscopy provides a rapid, precise, and solvent-free alternative for intrinsic viscosity determination of rPET.
This approach streamlines quality control workflows, enhances safety, and supports sustainable recycling operations.
Reference
Metrohm Application Note AN-NIR-112: "Intrinsic viscosity (IV) determination of recycled PET by NIR spectroscopy"
Content was automatically generated from an orignal PDF document using AI and may contain inaccuracies.
Similar PDF
Quality Control of PET
2020|Metrohm|Applications
AN-NIR-023 Quality Control of PET Determination of diethylene glycol, isophthalic acid, intrinsic viscosity, and acid number within one minute with NIRS Summary Determination of the diethylene glycol content, isophthalic acid content, intrinsic viscosity (ASTM D4603), and the acid number (AN)…
Key words
metrohm, metrohmerror, errormerit, meritfigures, figuresisophthalic, isophthalicdissolve, dissolvecross, crossstandard, standardresult, resultviscometry, viscometryvalidation, validationvalue, valuediethylene, diethylenesimple, simpleintrinsic
Quality Control of Polyamides
2020|Metrohm|Applications
AN-NIR-060 Quality Control of Polyamides Determination of viscosity, functional groups, and moisture within one minute using NIR Spectroscopy Summary Functional group and viscosity analysis (ASTM D789) of polyamides can be a lengthy and challenging process due to the sample’s limited…
Key words
metrohm, metrohmerror, errormerit, meritfigures, figurestitration, titrationcross, crossstandard, standardresult, resultvalidation, validationgroup, groupend, endcarboxyl, carboxylsimple, simplevalue, valuenir
Quantification of cotton content in textiles by near-infrared spectroscopy
2024|Metrohm|Applications
Application Note AN-NIR-118 Quantification of cotton content in textiles by near-infrared spectroscopy Fast, non-destructive determination of cotton with NIRS Cotton and polyester are two of the most popular fiber composition. The procedures for the fabrics for creating garments. Polyester is…
Key words
cotton, cottonprediction, predictionspectroscopy, spectroscopynir, nirgranulates, granulatestextile, textilepolyester, polyestersimple, simplevision, visionmodel, modelproduction, productioncomplete, completefiber, fiberinfrared, infraredtooperate
Quality Control of Silicone rubber
2020|Metrohm|Applications
AN-NIR-084 Quality Control of Silicone rubber Fast determination of vinyl content without chemicals Summary Determination of the vinyl content of silicone rubber is a lengthy and challenging process. First, the vinyl groups must be converted to ethylene by reacting with…
Key words
metrohm, metrohmvinyl, vinylsimple, simplecup, cupnir, nirday, dayspectroscopy, spectroscopyerror, errormanagement, managementapplication, applicationdemonstrates, demonstratesequipment, equipmentslurry, slurrysql, sqlcontent