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Near Infrared (NIR) spectroscopy is used for fast, reliable, and non-destructive measurements that simultaneously control manufacturing processes and product quality, assuring that final product specifications and quality are met. The functionality of the product can be determined in both a quantitative and qualitative manner, and measurements can be carried out on solid or liquid samples. Combining a high sampling rate with a flexible optical delivery method, Polytec-designed spectrometers utilize fiber-optic probes to fill a wide range of applications in process control.
We provide Process Analytics for the following applications:
- Pharmaceutical compounds
- Food industry quality monitors
- Chemical Industry, component and process analysis
- Polymer and plastic identification and analysis
- Paper production control
- Harvesting and seed property characterization on site
NIR Spectroscopy – Simple and Flexible
Optical spectroscopy covers wavelengths from 200 nm to 25 μm (see Figure 1) and is divided into three important spectral ranges:
· Ultraviolet/visible: 200 – 760 nm
· Near Infrared : 760 – 2500 nm
· Mid-Infrared : 2500 nm – 25 μm
Photons in the Ultraviolet/Visible spectral range have enough energy to excite or ionize materials by raising the energy level of bound electrons. NIR radiation has less energy/photon but does excite molecular vibrations. Vibrational spectroscopy in the NIR range is used for process monitoring and quality control. The NIR wavelengths enable a very flexible measurement setup and a high measuring rate. Another advantage of using the NIR spectral range is the low coefficient of absorbance, allowing relatively deep penetration of the radiation in the sample. Therefore, samples can be measured without substantial preparation and information on both surface and volume
parameters can be acquired. Finally, these measurements are non-destructive and samples are not altered and can be reused. The advantages of NIR spectroscopy make integration into automated production processes much easier, and the availability of fiber-coupled measuring heads allows for flexible measurement set-ups.
Theory of NIR Spectroscopy
The interaction of the electromagnetic radiation with the sample can be described by the following effects:
· Absorbance/Reflection
The absorbance spectra are used for the qualitative and quantitative determination of composition.
· Surface effects
The evaluation of surface effects determine physical characteristics such as roughness and grain size.
· Interface effects
Interference patterns in returned spectra can be used to determine thickness of thin layers. Measurements can be done in transmission or reflection, and the resulting spectral response provide information about the sample. Statistical methods are applied to the observed spectra to extract the critical information often buried in the overlay of the effects just mentioned.
Benefits of NIR Spectroscopy
· Non-contact, non-destructive method
· Fast and automated measurement
· Easy and flexible process integration
· Precise and reproducible results
· No sample preparation
Spectra Evaluation Methods
Chemometrics is the application of statistical methods (e.g., principal components analysis or partial least squares) to extract information from chemical or spectroscopic data. There are qualitative and quantitative methods for conducting multi-component analysis. Quantification, for example linking sensor signal with substance concentration, is possible even without specific interactions. To calibrate the system, data sets with known concentrations of the substance in question are measured. The evaluation of these data sets in combination with appropriate reference analyses form the basis for the development of a chemometric model for the monitoring and control of the process.
Fields of Application
The wavelength of light employed in NIR spectroscopy excites vibrations of covalent molecular bonds. Therefore, it is suitable for the determination of water content in food and agrochemical products (renewable raw materials, feedstuff, corn, milk). Organic and pharmaceutical products can be examined with respect to their protein (N-H bonds) or fat content (C-H bonds). In addition, various molecular structures and groups can be detected in polymers. An excellent example is given by the carboxylic groups (COOH). For these reasons, the method is commonly used in the chemical, pharmaceutical, and food industry for quality assurance and process control.
Polytec PSS Spectrometers and Modules
The PSS Polychromator, developed by Polytec, is the heart of PSS Spectrometer Systems, as well as OEM systems designed to customer specifications. Both state-of-the-art diode array illumination and the absence of moving parts make for a very compact and rugged design. Polytec's PSS Spectrometers (Figure 5) are available either in a tabletop housing or in a 19" rack-mount unit. They can be connected using fiber-optics to various measurement setups, for example immersion probes or flow cells. Furthermore, user-friendly software supports many NIR technology applications for industrial process control. The robust construction of the PSS systems works for production line applications, while delivering reliable, real-time data. Optical multiplexers offer the option to control several measurement points simultaneously from one spectrometer.
Applications
NIR spectroscopy has numerous applications in laboratory analysis and process control. Some typical examples are described below.
Process Control of Biogas Plants
Without an appropriate measurement technique, biogas plants are often run below capacity, in order to avoid instabilities in, and in extreme cases, failure of the fermentation process. The result is reduced energy output and possible operating losses. To achieve efficiency, reliable and precise measurement techniques are required, and automated process monitoring is required. With NIR probes, various process parameters can be quantified directly in the reaction vessel, and, thus, be used for process control. A lack or excess of certain components (e.g., acetic acid) has a strong impact on the fermentation process. But by monitoring and controlling concentration, optimal production efficiency can be achieved.
Quality Monitoring in the Food Industry
Water, fat and protein content determines cost and quality in food production. These parameters can be determined simply and quickly using Polytec's NIR technology, allowing the corresponding productionand processing steps to be controlled and optimized. As an example, the monitoring of the ethanol content in different beer brands can be determined by NIR spectroscopy.
NIR for Identifying Plastics
Polymers display characteristic spectra Hence, identifying PE, PET, PP, PS, and so forth, is another area of application for NIR technology. High measurement speed, as well as confidence in identification, is the basis for industrial applicationin sorting and recycling facilities. During th production of polymers, quick and easy quality assurance regarding water content (for example), is made possibly by NIR spectroscopy.
Determination of Layer Thickness
Using NIR spectroscopy, layers ranging from 100 nm thick up to 100 μm can be measured without contactby the use of thin film interference patterns (Figure 9). This holds true even for layers that are not transparent in the visible spectral range, e.g. lacquers.
Quality Control of Tablets, Capsules and Pharmaceutical Substances
Using fiber-optic probes, pharmaceuticals can be analyzed quickly and easily– even in the production facility. Due to the extremely high measurement speed of PSS systems, each and every capsule or tablet produced can have its active ingredient content verified, thus giving 100 % quality control.
Conclusions
NIR spectroscopy can evaluate many different parameters, enabling a multitude of process control applications. The combination with statistical evaluation methods opens up multi-component analysis, as well as qualitative and quantitative assessments of material compositions. Due to different principles of interaction between light and matter, not only can chemical composition be measured, but layer thickness and surface properties as well. NIR spectroscopy is an important tools that can be used to simultaneously optimize process control and product quality, delivering an improved product to the market.
NIR – Process and Multi-Component Analysis in the Chemical Industry
Using special probes connected directly to pipelines and reaction vessels, it is easy to monitor water, alcohol and total organic carbon. Quantitative determination of all components in a reaction is decisive for monitoring and controlling many processes. With the aid of suitable probes which are directly connected to extruders, reactors or pipelines, it is possible to determine important parameters (e.g. viscosity, density, composition) from the NIR spectra in real time. Production Control for Paper NIR spectroscopy is highly suitable for in-line moisture control of paper rolls. In addition, a wide range of customer-specified applications or coatings can be monitored and controlled.