- AN-NIR-011Transférabilité d'un modèle de calibrage pour la caféine sur le NIRS XDS Rapid Content Analyzer
Cette Application Note démontre que le modèle de calibrage établi sur le NIRS XDS Rapid Content Analyzer (RCA) pour la caféine et la cellulose microcristalline peut être transféré sur d'autres analyseurs NIRS XDS RCA. La transférabilité pratique et efficace est due à un rapport signal/bruit optimisé, à la réduction de la largeur de bande et à l'amélioration de la précision de longueurs d'onde du NIRS XDS.
- AN-NIR-012Une meilleure exactitude lors des mesures NIR grâce au calibrage de l'appareil
La présente Application Note décrit comment il est possible d'améliorer l'exactitude de la mesure NIR grâce au calibrage de l'appareil.
- AN-NIR-129Dried pet food analysis by near-infrared spectroscopy (NIRS)
This study shows how a pre-calibrated NIRS instrument is used for multiparameter analysis of several pet food quality indicators like protein, moisture, fat, and ash.
- AN-NIR-130Multiparameter hops analysis by near-infrared spectroscopy (NIRS)
NIRS can simultaneously measure several quality parameters in hops like cohumulone, hop oils, and moisture content, the hop storage index (HSI), and alpha and beta acids.
- AN-NIR-109Determination of Brix, fructose, glucose, and sucrose with NIRS
Key quality parameters in the food industry include sucrose, glucose, and fructose, and Brix (dissolved sugar content). Near-infrared spectroscopy (NIRS) allows fast simultaneous determination of multiple sugars without chemicals or any sample preparation.
- AN-NIR-144Analyse du perméat de lactosérum avec NIRS
Le NIRS mesure simultanément les paramètres de qualité importants du perméat de lactosérum (c'est-à-dire les cendres, le phosphate, le lactose, les protéines, le pH et l'humidité) sans aucune préparation d'échantillon.
- AN-NIR-117Analysis of moisture, ash, carbon, and volatile content in coal by NIRS
Conventional methods used to analyze moisture, ash, fixed carbon, and volatile content in coal samples, are time consuming and costly. Near-infrared (NIR) spectroscopy is excellently suited to determine all parameters simultaneously in less than one minute without any sample preparation.
- AN-NIR-106Quality control of non-nutritive sweeteners with NIR spectroscopy
Near-infrared spectroscopy (NIRS) allows the simultaneous determination of sweeteners such as Stevia and sucralose in blends in less than one minute without any chemicals or sample preparation.
- AN-NIR-116Determination of iodine value in frying oils with NIR spectroscopy
Monitoring the iodine value in edible oil blends is crucial to produce vegetable oils with the desired properties. This Application Note displays the benefit of using the Metrohm NIRS DS2500 Liquid Analyzer for quality control in food laboratories.
- AN-NIR-114Determination of RON, aromatics, benzene, olefins, and density in reformate by NIRS
The determination of key quality parameters of reformate—namely research octane number (RON, ASTM D2699-19), aromatic content (ASTM D5769-15), benzene content, olefin content, and density—requires time-consuming and laborious conventional methods. In contrast, the Metrohm DS2500 Liquid Analyzer can measure all of these parameters, providing results within one minute without any sample preparation.
- AB-358Analyse de l’humidité résiduelle dans les compositions pharmaceutiques lyophilisées à l’aide de la spectroscopie proche infrarouge (NIRS)
Cet Application Bulletin décrit la méthode de la spectroscopie proche infrarouge en réflexion diffuse pour déterminer l’humidité résiduelle dans une composition pharmaceutique lyophilisée. Pour le calibrage, différentes quantités d’eau sont ajoutées dans de nombreux flacons d’échantillons contenant la composition pharmaceutique congelée à sec. Les différences en résultant dans les bandes d’absorption de la vibration OH ont fait l’objet d’une corrélation à l’aide de l’algorithme de la régression linéaire multiple (RLM) avec la teneur en eau déterminée par titrage Karl Fischer.
- AN-NIR-112Intrinsic viscosity (IV) determination of recycled PET by NIR spectroscopy
Near-infrared (NIR) spectroscopy is able to determine the intrinsic viscosity of rPET in less than one minute without any sample preparation. This Application Note demonstrates that the Metrohm DS2500 Solid Analyzer operating in the visible and near-infrared spectral region (Vis-NIR) offers users an easier way to perform this analysis without the use of toxic chemicals.
- WP-043Calibrage d'instrument, vérification de système et validation des performances pour les appareils d'analyse Metrohm Instant Raman (Mira)
La qualification de l'appareillage analytique (ou AIQ pour Analytical Instrument Qualification) selon la Pharmacopée des États-Unis (USP) garantit que les instruments fonctionnent comme prévu et que les utilisateurs peuvent se fier à la qualité des données. Dans la mesure où l'industrie pharmaceutique adopte des instruments Raman portables pour l'identification et la vérification des matériaux entrants, les fabricants de tels systèmes doivent prévoir des procédures de calibrage et validation appropriées. À l'issue de ces tests, les utilisateurs finaux sont assurés que toutes les mesures sont conformes aux normes agréées. Chez Metrohm Raman, nous avons mis en place des routines sophistiquées d’AIQ pour confirmer la qualité de vos résultats.
- AN-NIR-110Quality control of sugarcane juice
Brix, Pol, juice purity, reducing sugars, and total recoverable sugars are some of the many quality control (QC) parameters that must be analyzed in sugarcane juice. An alternative to other analytical methods is near-infrared spectroscopy (NIRS). NIRS allows the fast, simultaneous determination of several QC constituents without chemicals or sample preparation.
- AN-NIR-102Densité des polyoléfines mesurée par spectroscopie dans le proche infrarouge
Cette note d'application montre la faisabilité de la spectroscopie NIR pour l'analyse de la densité dans les granulés de polyéthylène. Par rapport à la méthode standard, l'analyse NIRS montre une erreur de prédiction plus faible lorsque des bulles d'air sont présentes dans les granulés de PE.
- AN-NIR-146Quality control of deodorant by near-infrared spectroscopy
Near-infrared spectroscopy (NIRS) can simultaneously determine different quality parameters in deodorants like viscosity, pH, density, and aluminum content.
- AN-NIR-101Quality control of dried cannabis
Typically, cannabis potency testing is performed by HPLC, but the drawback is that it requires chemicals and it is time-consuming. Near-infrared spectroscopy (NIRS) is a preferred method for quantification of THC, CBD and CBG in dried cannabis because it provides results in less than a minute and does not require any chemicals.
- AN-NIR-153Monitoring quality of intact olives with near-infrared spectroscopy
Near-infrared spectroscopy (NIRS) enables rapid, nondestructive quality control of intact olives, supporting optimal harvest timing and improved oil yield estimation. NIRS provides fast, reagent-free determination of oil content, moisture, and maturity index without sample preparation. Its analytical performance is comparable to established methods such as NMR and Soxhlet extraction, while being significantly faster and easier to implement in mills or quality control laboratories.
- AN-NIR-113Research octane number (RON) determination in isomerate
The standard method to determine RON in isomerate is with expensive and maintenance-intensive engines. In contrast to this, the research octane number can also be analyzed by near-infrared spectroscopy (NIRS). NIRS provides accurate results within one minute without the need for any sample preparation or chemicals.
- AN-NIR-107Quality control of Bromobutyl rubber
The synthetic rubber known as Bromobutyl (BIIR) has many of the attributes of butyl rubber, but has better adhesion to other rubbers and metals, resulting in substantially faster cure rates. The simultaneous quantification of the bromine content, Mooney viscosity, volatile content, calcium stearate content, and functional bromide in BIIR can be easily performed with near-infrared spectroscopy (NIRS) without the use of chemicals.
- AN-NIR-098Quality Control of PVC granulate
To monitor the quality of PVC (polyvinyl chloride), it is important to measure the molecular weight during the production process, as this parameter has a significant influence on chemical and mechanical stability as well as fire retardant properties. The standard method to determine PVC molecular weight, defined here as the average weight of the molecules that make up the polymer, is by size exclusion chromatography (SEC). This analytical method is time-intensive and requires trained personnel to perform. Determining the molecular weight of PVC is easier with near-infrared spectroscopy (NIRS). NIRS provides results in just a few seconds and can quickly indicate when adjustments to the production process are necessary.are necessary.
- AN-PAN-1052Online process monitoring of octane number during catalytic reforming
In refineries, high octane products are desired since they are used to produce premium gasoline. Catalytic reforming converts heavy naphtha into a high octane liquid product called reformate (a mixture of aromatics and iso-paraffins C7 to C10). The reformate must be constantly monitored to ensure high throughput along the refining process. Traditionally, the octane numbers can be measured by two different methodologies: Inferred Octane Models (IOM) and laboratory octane engine analysis. However, these do not provide «real-time» results and require constant maintenance and human intervention to adapt to current operation conditions. «Real-time» analysis of the octane number in fuels can be performed online via near-infrared spectroscopy (NIRS) technology, which fits well within the international standards (ASTM). Utilization of a Metrohm Process Analytics NIRS XDS Process Analyzer (ATEX version) in conjunction with a sample preconditioning system makes analysis of the octane number simple, fast, and reliable, allowing quick adjustments to the process for a better quality product and higher profitability.
- AN-PAN-1050Inline moisture analysis in fluid bed dryers by near-infrared spectroscopy
In the pharmaceutical industry, the fluid bed granulator/dryer is an integral point in the manufacture of powdered materials. Residual moisture must be kept within certain specifications to avoid fracturing of particles or caking (stickiness) of the bulk material. Current methods are slow and cumbersome, which can lead to damaged or degraded product. The ability to monitor the residual moisture content inline after drying is possible with near-infrared spectroscopy (NIRS). The NIRS XDS Process Analyzer offers fast, reagent-free, nondestructive analysis of residual moisture of powders with a fluid bed probe specifically designed for these applications.
- AN-NIR-104Analysis of green coffee beans by near-infrared spectroscopy
Near-infrared spectroscopy (NIRS) is a fast, chemical-free analytical method for the simultaneous analysis of density, water activity, and moisture of green coffee beans.
- AN-NIR-099Quality Control of fermentation broths
Cell fermentation processes are a reliable production method for small molecules and protein-based active pharmaceutical ingredients (APIs). The fermentation process requires monitoring of many different parameters to ensure optimal production. These quality parameters include pH, bacterial content, potency, glucose, and concentration of reducing sugars. Traditional laboratory analysis takes a significant amount of time and requires different analytical techniques to monitor these different quality parameters. Near-infrared spectroscopy (NIRS) offers a faster and more cost-efficient alternative to traditional methods for the determination of critical parameters in fermentation broths at any stage of the fermentation process.
- AN-NIR-100Ash determination in polyethylene
The standard test method for ash content analysis is thermogravimetric analysis (TGA). Although TGA is easy to perform, it is time-intensive and requires the use of nitrogen gas. In contrast to the primary method, near-infrared spectroscopy (NIRS) is a fast analytical technique which can measure multiple parameters including ash content in polymers within one minute.
- AN-NIR-024Quality control of pyrolysis gasoline
Pyrolysis gasoline (Pygas) is a by-product of ethylene production, which contains unwanted conjugated diolefins making it unsuitable as a motor fuel. To overcome this limitation, the olefin content needs to be reduced below 2 mg/g pygas in a selective hydrogenation unit (SHU). The diene value, or maleic anhydride value (MAV), is usually determined by the lengthy Diels-Alder wet chemical method (UOP326-17), requiring highly trained analysts. In contrast to the primary method, near-infrared spectroscopy (NIRS) is a cost-efficient and fast analytic solution for the determination of diene value in pyrolysis gasoline.
- AN-NIR-080Contrôle de la qualité du diesel
The cetane index (ASTM D613), flash point (ASTM D56), cold filter plug point (CFPP) (ASTM D6371), D95 (ISO 3405), and viscosity at 40°C (ISO 3104) are key parameters to determine for diesel quality. The primary test methods are labor intensive and challenging due to the need to use different analytical methods. This application note demonstrates that the NIRS XDS RapidLiquid Analyzer provides a cost-efficient and fast solution (under 1 minute) for the simultaneous determination of these key parameters in diesel.
- AN-PAN-1055Monitoring quality parameters in standard cleaning baths
Rapid inline monitoring of the major SC1/SC2 bath constituents is possible with reagent-free near-infrared spectroscopy, e.g., the 2060 The NIR-R Analyzer.
- AN-PAN-1057Inline monitoring of fermentation processes
Many fermentation quality parameters can be monitored simultaneously directly in the tank with inline near-infrared spectroscopy, such as the 2060 The NIR Analyzer.
- AN-NIR-054Quality Control of Shampoo
Determination of sodium laureth sulfate (SLES), cocamidopropyl betaine (CABP), cocamidopropylamine oxide (CAW), cocamide diethanolamine (DEA), and carbopol in shampoo is a cost- and time-intensive process due to the use of large volumes of chemicals per analysis. This application note demonstrates that the DS2500 Solid Analyzer operating in the visible and near-infrared spectral region (Vis-NIR) provides a cost-efficient and fast solution for a simultaneous determination these parameters in shampoo. With no sample preparation or chemicals needed, Vis-NIR spectroscopy allows for the complete analysis in less than a minute.
- AN-NIR-060Quality Control of Polyamides
Functional group and viscosity analysis (ASTM D789) of polyamides can be a lengthy and challenging process due to the sample’s limited solubility. This application note demonstrates that the DS2500 Solid Analyzer operating in the visible and near-infrared spectral region (Vis-NIR) provides a cost-efficient and fast solution for a simultaneous determination of the intrinsic viscosity as well as the amine, carboxylic, and moisture content in polyamides. With no sample preparation or chemicals needed, Vis-NIR spectroscopy allows for the analysis of polyamides in less than a minute.
- AN-PAN-1060Inline process monitoring of moisture content in tetrahydrofuran
This Process Application Note presents a method to accurately monitor low levels of moisture in tetrahydrofuran (THF) in «real-time» safely, reliably, and optimally with a 2060 The NIR Analyzer from Metrohm Process Analytics. Due to the hazardous and hygroscopic nature of THF, a single explosion-proof inline process analyzer is the preferred solution for industries to reduce chemical treatment, improve product quality, and increase profits.
- AN-NIR-023Quality Control of PET
Determination of the diethylene glycol content, isophthalic acid content, intrinsic viscosity (ASTM D4603), and the acid number (AN) of polyethylene terephthalate (PET) is a lengthy and challenging process due to the sample’s limited solubility and the need to use different analytical methods. This application note demonstrates that the DS2500 Solid Analyzer operating in the visible and near-infrared spectral region (Vis-NIR) provides a cost-efficient and fast solution for a simultaneous determination of these parameters in PET. Vis-NIR spectroscopy allows for the analysis of PET in less than one minute without sample preparation or using any chemical reagents.
- AN-NIR-044Quality Control of Palm Oil
Determination of key quality parameters of palm oil, namely free fatty acids (FFA), iodine value (IV), moisture content, deterioration of bleachability index (DOBI), and carotene require the use of several different analytical methods, which are laborious and can lack in accuracy. This application note demonstrates that the XDS RapidLiquid Analyzer operating in the visible and near infrared spectral region (Vis-NIR) provides a cost-efficient and fast solution for the determination of these quality control parameters in palm oil. With no sample preparation or chemicals needed, Vis-NIR spectroscopy allows for the analysis of palm oil in less than a minute and can be used by anyone.
- AN-NIR-071Quality Control of Lubricants
Acid Number (AN) analysis of lubricants (ASTM D664) can be a lengthy and costly process due to usage of large amounts of chemicals and required cleaning steps of the analytical equipment between each measurement. This application note demonstrates that the XDS RapidLiquid Analyzer operating in the visible and near-infrared spectral region (Vis-NIR) provides a cost-efficient, fast alternative for the determination of the acid number of lubricants. With no sample preparation or chemicals needed, Vis-NIR spectroscopy allows for the analysis of AN in less than a minute.
- AN-NIR-005Détermination des enrobages sur fils de nylon dans les granulés de polymères par spectroscopie proche infrarouge
Cette Application Note montre comment la fraction d’enrobage en fibres de nylon peut être rapidement déterminée à l’aide de la spectroscopie proche infrarouge sans préparation d’échantillons et sans utiliser de réactifs. Pour supprimer les effets dus à la dispersion au niveau des couches superficielles, on calcule la deuxième dérivation des spectres ; la méthode de la régression linéaire (ou méthode des moindres carrés) sert à calculer la fonction de calibrage.
- AN-NIR-064Quality control of Ammonium Nitrate
Les produits chimiques spécialisés doivent répondre à de multiples exigences de qualité. L'un de ces paramètres de qualité, que l'on retrouve dans presque tous les certificats d'analyse et spécifications, est la teneur en humidité. La méthode standard pour la détermination de la teneur en humidité est le titrage Karl Fischer. Cette méthode nécessite une préparation reproductible des échantillons, des produits chimiques et l'élimination des déchets. Il est également possible d'utiliser la spectroscopie dans le proche infrarouge (NIR) pour déterminer la teneur en humidité. Avec cette technique, les échantillons peuvent être analysés sans aucune préparation et sans utiliser de produits chimiques.
- AN-NIR-022Contrôle de la qualité de l'essence
Ces dernières années, les efforts se sont multipliés pour réduire l'impact des carburants sur l'environnement en améliorant leur qualité. La détermination des principaux paramètres de qualité de l'essence, à savoir l'indice d'octane recherche (RON, ASTM D2699-19), l'indice d'octane moteur (MON, ASTM D2700-19), l'indice anti-coups (AKI), la teneur en aromatiques (ASTM D5769-15) et la densité, nécessite traditionnellement plusieurs méthodes analytiques différentes, qui sont laborieuses et requièrent un personnel qualifié. Cette note d'application démontre que l'analyseur XDS RapidLiquid, fonctionnant dans la région spectrale du visible et du proche infrarouge (Vis-NIR), constitue une solution économique et rapide pour l'analyse multiparamétrique de l'essence.
- AN-SEC-001Spectroelectrochemistry: an autovalidated analytical technique
Spectroelectrochemical experiments not only provide outstanding qualitative information about samples, but also offer other quantitative data that can be considered when performing analyses. A single set of experiments allows analysts to obtain two calibration curves: one with the electrochemical data and another with the spectroscopic information. The concentration of tested samples is calculated by using both curves, confirming the obtained results by two different routes. In this Application Note, comparison between electrochemical and spectroscopic determinations demonstrates that the two methods measure uric acid (UA) indistinctively, with close agreement of the calculated values with empirical data.
- AN-PAN-1053Monitoring of DOTP production via esterification with inline analysis
This Process Application Note presents a way to closely monitor multiple parameters simultaneously during the dioctyl terephthalate production process with near-infrared spectroscopy.
- AN-PAN-1051Inline process monitoring of the moisture content in propylene oxide
This Process Application Note presents a method to closely monitor low levels of moisture in propylene oxide safely and reliably by using a single explosion-proof inline process analyzer.
- AN-NIR-111Iodine value, FFA, refractive index, and fatty acid composition in edible oils
Near-infrared spectroscopy can quickly determine multiple edible oil quality parameters simultaneously without sample preparation as shown in this Application Note.
- AN-PAN-1062Online monitoring of sulfuric acid and hydrogen peroxide using Raman spectroscopy
Etching is a vital process in semiconductor fabrication, involving the chemical removal of layers from the wafer substrate. Strict quality control measures are necessary to determine acid etchant concentrations in mixed acid solutions (e.g., SPM, DSP, or DSP+), critical for optimizing etch rate, selectivity, and uniformity during multiple wafer etching steps. This application presents a method to measure sulfuric acid and hydrogen peroxide in etching baths simultaneously using Raman spectroscopy with the PTRam Analyzer from Metrohm Process Analytics.
- AN-NIR-128Milk powder analysis by near-infrared spectroscopy
Near-infrared spectroscopy saves time and resources by simultaneously measuring key quality parameters like lactose, moisture, fat, and protein content in milk powder.
- 410000046-AQTRam® for Content Uniformity Analysis of Low-Dose Pharmaceutical Tablets
In this note, we use a model drug, acetaminophen, to demonstrate the capability of QTRam® to quantify low concentrations of API in compressed tablets.QTRam® is a compact transmission Raman analyzer designed specifically for content uniformity analysis of pharmaceuticals in solid dosage forms.
- AN-RS-053Estimation of amine value in epoxies with Raman spectroscopy
Compared to potentiometric titration, Raman spectroscopy is a rapid, accurate, and reliable secondary method for estimating the amine value (AV) of epoxy hardeners.
- 410000053-AQuantitative Analysis of a Water-soluble Polymer Using the i-Raman EX Spectrometer
Quantitation of the functionalization of a water-soluble polymer was achieved using a portable Raman spectrometer. The Raman spectrum provides strong, unique bands for both the initial and fully reacted polymer. This enables development of a simple, robust quantitative analysis of the percent polymer functionalization. This method is now routinely used in a manufacturing plant's quality control laboratory.
- 410000016-AQuantification of Urea in Ethanol by Raman Spectroscopy
Urea in widely employed as a nitrogen-release fertilizer with more than 90 % of urea production destined for agricultural applications. Urea is also known to form complexes with fatty acids, which have been employed for separation of complex mixtures and purification processes. In this application note, we present the quantification of the concentration of urea in ethanol by Raman Spectroscopy and show how this method can be employed for determining the percentage of urea in a solid inclusion compound with stearic acid.
- 410000013-AFast and Selective Detection of Trigonelline, a Coffee Quality Marker, Using a Portable Raman Spectrometer
Portable Raman is used to quantify trigonelline, an alkaloid that contributes to the health benefits of some foods. A simple method to quantify the presence of diluted trigonelline in solutions using surface enhanced Raman spectroscopy is described. Portable Raman is a tool that could be used in quality control of food items such as coffee and quinoa.
- AN-RS-056Quantification of methanol in contaminated spirits
Raman spectroscopy is ideally suited to rapidly screen for methanol contamination in spirits.
- AN-RS-050Trace detection of mercaptans in fuel
Mercaptans in fuels are corrosive and regulated at trace levels. SERS enhances Raman signals to enable their accurate detection and quantification below standard LODs.
- 410000019-BQuantification of methanol in contaminated spirits with Raman
Methanol, often present in spirits prepared with industrial solvents like wood alcohol, can lead to blindness and even death when ingested. After an incident involving methanol-laced alcohol in the Czech Republic, they adopted Raman spectroscopy as the preferred method for identifying and quantifying methanol in contaminated spirits, following an exhaustive study using various screening tools. This Application Note discusses the reasons why Raman spectroscopy is the ideal choice for this application and shows a real-world example of Raman analysis of methanol-laced rum.
- AN-RA-007Enhancement of Raman intensity for the detection of fentanyl
Fentanyl, a powerful synthetic opioid, is illegally distributed worldwide. Overdosing can be fatal, causing symptoms like stupor, pupil changes, cyanosis, and respiratory failure. Just 2 mg of fentanyl can be lethal, depending on factors like body size and past usage. Given its severe impact, identifying and detecting fentanyl is crucial, as it has become a major public health crisis. Combining electrochemical surface-enhanced Raman spectroscopy (EC-SERS) with screen-printed electrodes (SPEs) offers a fast, effective, and precise method for detecting fentanyl.
- AN-RS-049Determining phosphate concentration with Raman spectroscopy
Raman spectroscopy with PLS modeling enables rapid, accurate, nondestructive quantification of the total phosphate content in solution with minimal sample preparation.
- AN-PAN-1063Inline analysis of borate and sulfate solutions with Raman spectroscopy
Boric acid is growing in demand for various industrial applications, but requires a more cost-efficient and environmentally friendly production process. This Application Note describes the performance of a Raman process analyzer (PTRam) when measuring low-concentration boric acid and sodium sulfate solutions (<100 mg/L) during boric acid production.
- AN-PAN-1064Monitoring complexing agents in galvanic baths inline with Raman spectroscopy
Accurate analysis of complexing agents in galvanic baths is possible with inline Raman spectroscopy. This Application Note shows an example using a 2060 Raman Analyzer.
- AN-PAN-1065Inline monitoring of cell cultures with Raman spectroscopy
This Process Application Note presents a method to accurately monitor lactic acid and glucose inside a bioreactor in «real-time» with the 2060 Raman Analyzer from Metrohm Process Analytics.
- AN-SEC-002Gathering information from spectroelectrochemical experiments
In-situ spectroelectrochemistry provides dynamic electrochemical and spectroscopic information concurrently with the redox reaction occurring on the electrode surface. Although different spectroelectrochemical configurations can be used, simple equations explain how to relate electrochemistry and spectroscopy for each experimental setup. This Application Note describes how the quantification of one electrochemical parameter (the diffusion coefficient) is calculated from the spectroscopic data as a proof of this concept.
- AN-EC-035Using a portable standalone system for easy fermentation monitoring
By using an enzymatic sensor with a screen-printed electrode, producers can measure lactic acid production, thereby monitoring fermentation processes.