LimsPulse
Spectroscopy

Near-infrared (NIR) spectrometer

Measures how a sample absorbs near-infrared light (about 780–2500 nm) through glass or plastic, in seconds and without sample preparation. Used with chemometric libraries for raw-material identity testing, blend monitoring and moisture.

  • Pharmaceutical
  • Agriculture & grain
  • Food & beverage
  • Petrochemical
  • Polymers
  • Animal feed
Photo of a Near-infrared (NIR) spectrometer
Photo: Allancik, CC BY-SA 4.0 (cropped), via Wikimedia Commons
WORKING PRINCIPLE

How NIR works

Molecules absorb near-infrared light at overtone and combination frequencies of their fundamental vibrations, mainly bonds containing hydrogen (C–H, O–H, N–H). Absorbance is recorded as log (1/R) in reflectance or log (1/T) in transmission. Because the bands overlap, the spectrum is pre-treated (e.g. derivative, standard normal variate) and compared with reference spectra using chemometric algorithms.

FLOW

The path of a sample

  1. 01

    Light source

    A tungsten-halogen lamp gives broad, continuous near-infrared light.

  2. 02

    Wavelength selection

    An interferometer (FT-NIR), a grating, a diode array or an acousto-optic filter separates the wavelengths.

  3. 03

    Sample interface

    Light reaches the sample through a reflectance window, a fibre-optic probe, a vial holder or a transmission cell.

  4. 04

    Detection

    InGaAs or PbS detectors record the reflected or transmitted light at each wavelength.

  5. 05

    Spectral pre-treatment

    Software applies derivatives, SNV or smoothing to remove baseline shifts and scatter effects.

  6. 06

    Chemometric evaluation

    The pre-treated spectrum is compared with the library or fed into a model, which returns a pass/fail identity or a predicted value.

COMPONENTS

Main parts and what they do

1

Tungsten-halogen lamp

Broad-band near-infrared source; has a finite life and is checked by energy tests.

2

Wavelength selector

Michelson interferometer (FT-NIR), grating monochromator, diode array or AOTF that separates wavelengths.

3

Internal reference standards

Built-in wavelength (e.g. polystyrene or rare-earth) and reflectance (e.g. Spectralon) references used for automatic checks.

4

Sample interface

Integrating sphere or reflectance window for vials and powders, fibre-optic probe for bags and drums, transmission cell for liquids and tablets.

5

Detector

InGaAs (indium gallium arsenide) or PbS (lead sulfide) detector sensitive to near-infrared light.

6

Chemometric software

Acquires spectra, applies pre-treatments, runs library and model evaluations, and keeps a 21 CFR Part 11-compliant audit trail.

KEY CONCEPTS

Terms every analyst should know

Overtones and combination bands

NIR absorptions are weak multiples (overtones) and sums (combinations) of mid-IR vibrations. That is why NIR light penetrates deep into samples and why no dilution is needed.

Diffuse reflectance

In powders, light is scattered many times before it returns. The result is reported as log (1/R), which behaves like absorbance.

Spectral pre-treatment

Derivatives remove baseline offsets; standard normal variate (SNV) and multiplicative scatter correction reduce particle-size effects.

Spectral library

A collection of spectra from several authentic, representative lots of each material. A test spectrum is identified by comparing it with every entry.

Identification algorithms

Correlation coefficient or hit quality index for simple identity; PCA-based distance, SIMCA or Mahalanobis distance for qualification and close look-alikes.

Quantitative models

Partial least squares (PLS) regression links spectra to reference values (e.g. Karl Fischer water) and predicts them for new samples.

Model lifecycle

Models are validated (specificity, robustness), monitored during routine use and updated when new sources of variation appear.

In LimsPulse · Calibration Management

Keep every NIR in control: usage logs, calibration and maintenance schedules, and automatic blocking of overdue instruments.

See how