Inline detection of wheat flour adulteration by NIR spectroscopy
Applications | 2023 | MetrohmInstrumentation
The authenticity of wheat flour is critical for consumer safety and product consistency. Adulteration with substances such as potato starch can reduce nutritional value, introduce allergens, and compromise quality. Inline monitoring of flour composition ensures rapid detection of contaminants, minimizing health risks and economic losses in large-scale production.
This application note describes how near-infrared (NIR) spectroscopy can be integrated directly into a wheat flour production line to detect potato starch adulteration. The study’s goal was to develop a real-time analytical framework using Metrohm’s 2060 The NIR Analyzer, enabling continuous quality control without manual sampling delays.
NIR measurements were performed inline using a micro interactance reflectance probe with purge vents, directly sampling material in a feeder or blender. Spectra ranging from 1100 to 2000 nm were collected in under a minute. Multivariate chemometric modeling correlated spectral data to known potato/wheat flour ratios, covering the full range from 0% to 100% adulteration. Instrumentation:
The NIR model demonstrated a robust calibration across the entire adulteration range. Spectral features corresponding to starch, moisture, protein, and other components enabled accurate quantification of potato starch in wheat flour. Inline analysis provided updated compositional data every 10 seconds, reducing the time between sampling and decision-making from hours to minutes. This real-time feedback improved process control and prevented significant off-spec material from progressing through the production line.
Advancements in machine learning could further refine chemometric models, enhancing sensitivity and selectivity for minor adulterants. Integration with plant control systems and predictive analytics will drive autonomous process optimization. The same approach can extend to other cereal flours and complex mixtures, broadening inline NIR applications across the food industry.
Inline NIR spectroscopy, using Metrohm’s 2060 The NIR Analyzer, provides an efficient, accurate, and cost-effective solution for detecting potato starch adulteration in wheat flour. By delivering real-time compositional insights, this method strengthens quality control, ensures regulatory compliance, and safeguards consumer health.
NIR Spectroscopy
IndustriesFood & Agriculture
ManufacturerMetrohm
Summary
Importance of the Topic
The authenticity of wheat flour is critical for consumer safety and product consistency. Adulteration with substances such as potato starch can reduce nutritional value, introduce allergens, and compromise quality. Inline monitoring of flour composition ensures rapid detection of contaminants, minimizing health risks and economic losses in large-scale production.
Objectives and Study Overview
This application note describes how near-infrared (NIR) spectroscopy can be integrated directly into a wheat flour production line to detect potato starch adulteration. The study’s goal was to develop a real-time analytical framework using Metrohm’s 2060 The NIR Analyzer, enabling continuous quality control without manual sampling delays.
Methodology and Instrumentation
NIR measurements were performed inline using a micro interactance reflectance probe with purge vents, directly sampling material in a feeder or blender. Spectra ranging from 1100 to 2000 nm were collected in under a minute. Multivariate chemometric modeling correlated spectral data to known potato/wheat flour ratios, covering the full range from 0% to 100% adulteration. Instrumentation:
- Metrohm 2060 The NIR Analyzer
- Fiber optic micro interactance reflectance probe with purge tip
- Embedded software for multichannel spectral acquisition
Key Results and Discussion
The NIR model demonstrated a robust calibration across the entire adulteration range. Spectral features corresponding to starch, moisture, protein, and other components enabled accurate quantification of potato starch in wheat flour. Inline analysis provided updated compositional data every 10 seconds, reducing the time between sampling and decision-making from hours to minutes. This real-time feedback improved process control and prevented significant off-spec material from progressing through the production line.
Advantages and Practical Applications
- Rapid, reagent-free, nondestructive analysis
- Continuous monitoring without manual sample handling
- Real-time data supports immediate process adjustments
- Cost savings through reduced waste and chemical usage
- Scalability for multichannel configurations (up to five probes)
Future Trends and Applications
Advancements in machine learning could further refine chemometric models, enhancing sensitivity and selectivity for minor adulterants. Integration with plant control systems and predictive analytics will drive autonomous process optimization. The same approach can extend to other cereal flours and complex mixtures, broadening inline NIR applications across the food industry.
Conclusion
Inline NIR spectroscopy, using Metrohm’s 2060 The NIR Analyzer, provides an efficient, accurate, and cost-effective solution for detecting potato starch adulteration in wheat flour. By delivering real-time compositional insights, this method strengthens quality control, ensures regulatory compliance, and safeguards consumer health.
Reference
- Rohman, A., & Che Man, Y. B. (2011). The use of Fourier transform mid-infrared (FT-MIR) spectroscopy for detection and quantification of adulteration in virgin coconut oil. Food Chemistry, 129(2), 583-588. https://doi.org/10.1016/j.foodchem.2011.04.070
- Shahbandeh, M. (2023). Wheat - statistics & facts. Statista. Retrieved July 12, 2023, from https://www.statista.com/topics/1668/wheat/
- Tao, C., Wang, K., Liu, X., et al. (2020). Effects of potato starch on the properties of wheat dough and the quality of fresh noodles. CyTA - Journal of Food, 18(1), 427-434. https://doi.org/10.1080/19476337.2020.1768152
- Yánez, E., Ballester, D., Wuth, H., et al. (1981). Potato flour as partial replacement of wheat flour in bread: Baking studies and nutritional value of bread containing graded levels of potato flour. International Journal of Food Science & Technology, 16(3), 291-298. https://doi.org/10.1111/j.1365-2621.1981.tb01017.x
- Rady, A. M., & Guyer, D. E. (2015). Rapid and/or nondestructive quality evaluation methods for potatoes: A review. Computers and Electronics in Agriculture, 117, 31-48. https://doi.org/10.1016/j.compag.2015.07.002
Content was automatically generated from an orignal PDF document using AI and may contain inaccuracies.
Similar PDF
Flour analysis by near-infrared spectroscopy (NIRS)
2025|Metrohm|Applications
Application Note AN-NIR-123 Flour analysis by near-infrared spectroscopy (NIRS) NIR flour analysis determines moisture, protein, ash, gluten, starch, and rheological properties within seconds Monitoring ash content, along with key quality chemical-free quality control of both chemical and parameters such as…
Key words
omnis, omnislicense, licensenir, nirflour, flourerror, errortenacity, tenacityalone, alonestand, standmerit, meritinfrared, infrarednirs, nirsspectroscopy, spectroscopyfigures, figuresdots, dotsbaking
Inline process monitoring of moisture content in tetrahydrofuran
2022|Metrohm|Applications
AN-PAN-1060 Inline process monitoring of moisture content in tetrahydrofuran Summary Often, many solvents that are used daily in various manufacturing processes are not disposed of nor incinerated, but rather recovered and purified to save significant costs. Used solvents are mostly…
Key words
metrohm, metrohmnirs, nirsprocess, processmoisture, moisturesegment, segmentthf, thfpharmaceutical, pharmaceuticalgap, gaptitration, titrationdepending, dependingsolvent, solventquality, qualitycabinets, cabinetsintrinsically, intrinsicallypreference
Sampling solutions for NIRS Process Analyzers
2021|Metrohm|Brochures and specifications
Sampling solutions for NIRS Process Analyzers Find the best solution for your sample Monitoring your process 24/7 The right choice for success Near-infrared (NIR) spectroscopic techniques are characterized by their ability to gain rapid, accurate information from the high-resolution spectra…
Key words
light, lightnir, nirprobes, probesprobe, probeprocess, processsource, sourcefiber, fibernirs, nirssampling, samplingcontact, contactdetector, detectorsample, sampleoptic, opticillumination, illuminationnon
Molecular Spectroscopy Compendium - Ensure food quality, production, and safety
2014|Agilent Technologies|Guides
Molecular Spectroscopy Compendium ensure food quality, production, and safety TABLE OF CONTENTS In this compendium, you’ll find current and emerging applications that will help you identify both target and non-target molecules by applying the very latest techniques for spectral data…
Key words
ftir, ftiratr, atrfood, foodagilent, agilentnest, nestbird, birdflour, flourportable, portableacrylamide, acrylamidemicrolab, microlabspectroscopy, spectroscopymilk, milkinfrared, infraredpotato, potatospectral