NIR Spectroscopy
IndustriesOther
ManufacturerThermo Fisher Scientific
Significance of the topic
Diffuse reflectance FT-NIR enables rapid, low- or no-preparation analysis of solid and powdered materials across pharmaceutical, chemical and process-analytics sectors. Reliable integrating-sphere based sampling is central to measuring diffuse reflectance from vials or bulk solids with reproducible sensitivity, wavelength accuracy, resolution and long-term stability. Performance verification of an integrating sphere module therefore underpins successful implementation of FT-NIR methods in QA/QC and at-line monitoring.
Objectives and study overview
The study evaluated key performance attributes of the integrating-sphere diffuse reflectance module on the Thermo Scientific Antaris FT-NIR analyzer. Four principal performance areas were assessed: instrument sensitivity (noise/SNR), wavelength accuracy, spectral resolution, and instrument stability/precision during repetitive measurements. Tests used representative solid samples (talc, lactose, talc/lactose mixtures), atmospheric water vapor, and the NIST SRM 1920a reflectance standard. Backgrounds were acquired with an internal computer-controlled gold reference flag to simulate routine automated operation.
Used instrumentation
- Thermo Scientific Antaris FT-NIR analyzer with internal gold-coated integrating sphere module and protective sapphire window
- Automated internal gold reference (diffuse gold flag) for background acquisition
- NIST SRM 1920a reflectance standard (powdered heavy metal oxides in holder)
- Moist air introduced to instrument to acquire water vapor reference
- Thermo Scientific TQ Analyst method development software (classical least squares model)
- Thermo Scientific RESULT software for automated workflow and repeated acquisitions
Methodology
Samples were placed directly on the integrating-sphere window and spectra acquired through the vial bottoms where applicable. Sensitivity (noise) measurements were carried out at 8 cm-1 resolution by collecting a background with the internal gold flag and then a 30-second sample spectrum without moving the reference. Wavelength accuracy was evaluated by comparing measured water-vapor absorption peak positions to HITRAN (1996) reference values; measurements reported at 4 cm-1 resolution. Spectral resolution was assessed by measuring the NIST SRM 1920a at a range of resolutions (2, 4, 8, 16 and 32 cm-1). Long-term precision and instrument stability were tested by creating a CLS calibration for talc content using TQ Analyst, then running an automated RESULT workflow that measured the talc/lactose mixture every 15 minutes over 24 hours while using a single background for the full run to reveal any drift in calculated concentration.
Main results and discussion
- Sensitivity and noise: RMS noise on an 8 cm-1 resolution spectrum was below 10 micro-absorbance units in the 4500 and 6000 cm-1 regions. For diffuse reflectance spectra with strong features (approaching log(1/R) ~ 1), this corresponds to a signal-to-noise ratio on the order of 100,000:1.
- Wavelength accuracy: At 4 cm-1 resolution, measured water-vapor peak positions differed from HITRAN 1996 values by less than 0.3 cm-1 (≈0.1 nm), demonstrating high wavelength fidelity suitable for spectral assignments and chemometric models that rely on accurate band positions.
- Spectral resolution: Spectra of the NIST SRM 1920a collected at resolutions from 2 to 32 cm-1 showed the expected sharpening and detail increase at higher resolution. The authors note the usual trade-off: increased resolution improves spectral specificity but also raises spectral noise.
- Precision and stability: Repetitive monitoring of a ~10% talc-in-lactose mixture using a CLS model and a single background across 24 hours produced 100 consecutive results with mean talc = 9.997% and standard deviation = 0.029%, with negligible systematic drift observed under normal laboratory conditions.
- Practical resolution guidance: For many applications a compromise resolution of 4 or 8 cm-1 offers the best balance between sensitivity and specificity; however, analytes with sharp NIR features (for example talc’s peak near ~7200 cm-1) may benefit from higher resolution.
Benefits and practical applications of the method
- Direct analysis of powders and solids with minimal sample preparation reduces throughput time and risk of contamination.
- High SNR and accurate wavelength calibration support robust quantitative chemometric models and qualitative identification tasks.
- Automated internal reference flag protects the reference, enables background collection without moving samples, and facilitates unattended workflows.
- Demonstrated long-term stability supports routine QA/QC assays and extended automated monitoring (at-line or lab-based) with low drift.
- Suitable for pharmaceutical applications (e.g., talc quantification in formulations), raw-material screening, and process control where reflectance sampling is needed.
Future trends and potential uses
- Integration with advanced chemometrics and machine learning to enhance sensitivity to subtle compositional changes and improve transferability between instruments.
- Expansion to in-line and at-line process analytical technology (PAT) where robust, non-invasive diffuse reflectance measurements enable real-time control.
- Developments in detector technology and sphere coatings to further improve SNR and extend usable spectral range.
- Automation of sample presentation and multi-point sampling adapters to increase representativity for heterogeneous powders and larger solids.
- Standardized procedures and spectral libraries for broader cross-site model transfer and regulated environments.
Conclusion
The Antaris FT-NIR integrating sphere module demonstrates excellent performance for diffuse reflectance measurements: very low noise, high wavelength accuracy, controllable spectral resolution, and outstanding short- and long-term reproducibility. Measured metrics (RMS noise <10 micro-absorbance units at 8 cm-1; wavelength deviations <0.3 cm-1 at 4 cm-1; 24 h repeatability SD = 0.029% for talc content) indicate the module is well suited for routine solid- and powder-analysis in pharmaceutical and industrial settings. The internal gold reference and large accessible sampling area support practical, automated workflows and reduce sample handling artifacts.
References
- Lowry S., McCarthy B., Verifying the Performance of the Integrating Sphere Module on the Thermo Scientific Antaris FT-NIR Analyzer, Technical Note 51669, Thermo Fisher Scientific.
- NIST SRM 1920a, Reflectance Standard (powdered heavy metal oxides).
- HITRAN 1996 molecular spectroscopic database.
- Thermo Scientific TQ Analyst software documentation.
- Thermo Scientific RESULT software documentation.
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