TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Data-Driven Spectrochemical Methods for Elemental and Isotopic Analysis N2 - High-resolution optical spectrometers generate spectra containing tens of thousands of data points per sample. Picometre-scale isotope shifts, matrix-induced line broadening, and strong inter-feature correlations render classical peak fitting unreliable. Current analytical challenges, therefore, require rigorous algorithms able to expose latent structure, quantify uncertainty, and remain chemically interpretable. The research program presented in this lecture integrates state-of-the-art spectrochemical instrumentation with mathematically disciplined data models. Principal Component Analysis and Partial Least Squares provide chemically meaningful latent variables, while gradient-boosted decision trees or deep neural networks (ANNDL) capture residual non-linearity without sacrificing traceability. All models are trained on isotope-enriched or synthetically generated spectra and distributed with full validation workflows. T2 - Chemisches Institutskolloquium, Humboldt-Universität zu Berlin CY - Berlin, Germany DA - 21.05.2025 KW - Spectrochemistry KW - Isotopes KW - Machine learning KW - Battery KW - Data fusion PY - 2025 AN - OPUS4-63488 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Lithium isotope fractionation as a diagnostic tool for aging lithium-ion batteries N2 - Lithium-ion batteries (LIBs) are central to modern energy storage technologies, powering applications from portable electronics to electric vehicles and grid storage systems. Their popularity comes from their high energy density, efficiency, and extended cycle life. However, over time, various aging mechanisms lead to capacity loss, increased internal resistance, and, ultimately, battery failure. Understanding and predicting these aging processes is crucial for enhancing the reliability and longevity of LIBs. This necessity makes the development of advanced diagnostic tools essential. This study uses plasma-based spectrometry techniques to explore lithium isotope fractionation (LIF) as a predictive tool for monitoring LIB aging and degradation. Mass spectrometric techniques —including MC-ICP-MS, LA-ICP-MS, and MICAP-MS— were employed to analyze lithium isotopic composition in both new and aged lithium cobalt oxide (LCO) cells, including lab-made coin cells and commercial batteries. An isotopic fractionation was identified during electrochemical cycling: 6Li migrates towards the anode, while 7Li accumulates in the cathode. These isotopic patterns correlate with structural degradation, including solid electrolyte interphase (SEI) growth and crack formation, as confirmed by FIB-SEM, XANES, and EXAFS analyses. This correlation demonstrates that LIF aligns with key aging mechanisms in model coin cells and commercial batteries, such as capacity fade and impedance growth. LIF provides a powerful diagnostic tool for battery health monitoring and aging prediction by linking isotopic fractionation to structural degradation. This approach offers significant potential to extend battery lifespan and improve the reliability of energy storage systems. T2 - ANAKON 2025 CY - Leipzig, Germany DA - 10.03.2025 KW - Isotope KW - Lithium KW - Battery aging KW - Degradation KW - Fractionation KW - Battery PY - 2025 AN - OPUS4-63487 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Laser spectroscopy methods for calcium isotope analysis N2 - Calcium isotope analysis can be an important tool for paleoclimate studies of the carbon cycle, as well in carbon capture technology, but its utility is limited by challenges using conventional mass spectrometry. We propose a new fast, precise, and high-throughput technology based on multiple complementary high-resolution spectroscopies analyzed by machine-learning. T2 - Seminars Chemical Physics Caltech CY - Pasadena, CA, USA DA - 13.04.2022 KW - Calcium KW - Atomic spectroscopy KW - CaF KW - Calcium monofluoride KW - Carbon cycle KW - Doppler effect KW - Sub-doppler spectroscopy KW - Laser spectroscopy PY - 2022 AN - OPUS4-56499 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - On developments of continuum source atomic and molecular absorption spectrometry N2 - Der Bunsen-Kirchhoff-Preis 2022 wurde am 23.06.2022 anlässlich der analytica conference in München an Dr. Carlos Abad verliehen - in Anerkennung seiner exzellenten Entwicklungen im Bereich der continuum source atomic absorption spectrometry (CS-AAS). Dr. Carlos Abad ist ein herausragender Experte auf dem Gebiet der Atom- und molekularen Absorptionsspektrometrie. insbesondere trug er maßgeblich zur substanziellen Weiterentwicklung von Echelle-Spektrometern für die CS-AAS bei. So gelang es, einen quantitativen Zugang zu Elementen wie Bor, Chlor, Fluor und Schwefel, mittels AAS zu erreichen. Erstmals demonstriert Dr. Carlos Abad am Beispiel eines Zr-Modifier, dass durch die Zeitauflösung der eingesetzten Echelle-Systeme mechanistische Untersuchungen zur Wirkung des Modifiers im Graphitrohrofen möglich sind. Besonders hervorzuheben sind seine Arbeiten zum Einsatz der CS-AAS für die Analyse von Isotopen, die eine Genauigkeit aufweist, welche an die der Multikollektor-induktiv gekoppelten Plasma-Massenspektrometrie (MC-ICP-MS) heranreicht. Damit ergeben sich völlig neue Einsatzmöglichkeiten für technologisch hochrelevante Applikationen, wie z.B. die Untersuchung der Alterung von Lithium-Batterien oder die Lithium-Analyse in Blutserum. T2 - Analytica Conference: Bunsen-Kirchhoff-Preis 2022 der Deutsche Arbeitskreis für Analytische Spektroskopie (DAAS) CY - Munich, Germany DA - 23.06.2022 KW - Isotopes KW - Fluorine KW - Halogens KW - Non-metals KW - HR-CS-MAS KW - HR-CS-AAS KW - Bunsen-Kirchhoff-Preis KW - Continuum source atomic absorption spectrometry KW - Zr-Modifier KW - Graphite furnace KW - Lithium PY - 2022 AN - OPUS4-56500 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Optical spectrometry for isotope analysis N2 - Isotope analysis is a tool for material research. For example, it may provide information about the provenance of a sample or changes in dynamic systems. Here is presented optical spectroscopy as an analytical alternative to mass spectrometry for isotope quantification based on the isotopic shift of atoms and diatomic molecules. T2 - Isotopic Tools for the Investigation of Materials WS 21/22 CY - Leoben, Austria DA - 01.10.2021 KW - Isotopes KW - HR-CS-AAS KW - Lithium KW - Atomic absorption spectrometry KW - Diatomic molecules PY - 2022 AN - OPUS4-56495 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Optical spectrometry for isotope analysis N2 - Isotope analysis plays a critical role in various disciplines, including environmental science, archaeology, and forensic investigations. Traditional methods such as mass spectrometry provide precise isotopic data but often require complex, costly setups and extensive sample preparation. As an alternative, optical spectrometry has emerged as a versatile and less invasive technique. This presentation explores the advancements and applications of optical spectrometry methods in isotope analysis, emphasizing their benefits and challenges. T2 - University of Calgary PHYS 561 - Stable And Radioactive Isotope - Winter 2024 CY - Online meeting DA - 07.03.2024 KW - Isotopes KW - HR-CS-MAS KW - Chemometrics KW - Laser Ablation Molecular Absorption spectrometry KW - LAMIS PY - 2024 AN - OPUS4-59948 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Isotope analysis through the integration of chemometrics into optical spectroscopy N2 - Lithium (Li), Boron (B), Nitrogen (N), Magnesium (Mg), and Calcium (Ca) are pivotal elements across various spheres such as the hydrosphere, biosphere, and lithosphere, significantly impacting (bio-) geochemical and physiological processes. These elements exhibit stable isotopes with substantial roles in geological, environmental, and biological studies. The traditional method for measuring isotope amount ratios has been through mass spectrometry, which, despite its accuracy, comes with high operational costs, the need for skilled operators, and time-consuming sample preparation processes. Combining optical spectroscopy with chemometrics introduces an innovative, cost-effective approach by the hand of high-resolution continuum source atomic and molecular absorption spectrometry (HR-CS-AAS and HR-CS-MAS) for the analysis of isotope ratios in Li, B, N, Mg, and Ca. By analyzing the atomic or molecular absorption spectrum of the in-situ generated cloud of atoms of diatomic molecules (e.g., Li, BH, NO, MgF, CaF) during the electronic transition from the fundamental state, this method allows for the rapid determination of isotope ratios directly from sample solutions without the need for complex sample preparation. For each element, the respective atomic or molecule's absorption spectrum was deconvoluted into its isotopic components using partial least squares regression or machine learning algorithms. Robust calibration models were developed, calibrated with enriched isotope, and validated against certified reference materials. Spectral data underwent preprocessing to optimize the modeling to determine the optimal number of latent variables. The findings showcase that this optical spectrometric method yields results that agree with those obtained via inductively coupled plasma mass spectrometry (ICP-MS), offering a promising, cost-effective, and rapid alternative for isotope analysis with precisions as low as ± 0.2‰. This approach is a significant advancement in analytical chemistry, providing a new way to study isotope variations in biological, environmental, and geological samples. T2 - Analytica Conference CY - Munich, Germany DA - 09.04.2024 KW - Isotopes KW - HR-CS-MAS KW - Chemometrics KW - Lithium KW - Boron KW - Magnesium KW - Nitrogen PY - 2024 AN - OPUS4-59946 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Versatility of nitrogen microwave-induced plasma mass spectrometry in elemental and isotopic analysis N2 - The introduction of Nitrogen-based Microwave Inductively Coupled Atmospheric-Pressure Plasma Mass Spectrometry (MICAP-MS) addresses the necessity for a plasma source that matches the capabilities of traditional argon-based Inductively Coupled Plasma Mass Spectrometry (ICP-MS) while exploiting the availability and cost-effectiveness of nitrogen gas. MICAP-MS uses nitrogen plasma, offering significant advantages such as reduced operational costs and eliminating specific isobaric interferences common in argon plasma systems [1]. This presentation explores the principles of MICAP-MS, highlighting its similarities to conventional ICP-MS in terms of analytical performance while emphasizing unique benefits like eliminating interferences from argon-based polyatomic species. MICAP-MS exhibits robust performance using nitrogen gas of varying purities—including ultra-high purity and industrial-grade nitrogen—without compromising analytical results [2]. We have applied MICAP-MS for multielement analysis in soil samples, serving as a proof of concept for environmental monitoring applications. The technique achieved figures of merit comparable to traditional ICP-MS, even when analyzing real-world samples with complex matrices [2]. MICAP-MS demonstrated high tolerance to high-concentration matrices, maintaining accuracy and precision without extensive sample preparation or matrix separation [3]. In clinical diagnostics, MICAP-MS was employed for the precise and traceable quantification of calcium, iron, and selenium in human serum using isotope dilution analysis [4]. These elements often face interferences in argon-based ICP-MS due to argon-associated isobaric interferences (40Ca+, 56Fe+, and 80Se+); however, MICAP-MS effectively overcomes these challenges, providing traceable and accurate determinations. The stability of the microwave plasma in MICAP-MS facilitates precise isotopic analysis. This capability investigated age-induced lithium isotope fractionation in lithium-ion batteries, offering critical insights into battery aging mechanisms and performance degradation [5]. MICAP-MS is a versatile analytical tool that combines the operational benefits of nitrogen plasma with the strengths of traditional ICP-MS. Its ability to handle complex matrices, reduce interferences, and perform precise elemental and isotopic analyses across various applications makes it a valuable instrument. T2 - European Winter Conference on Plasma Spectrochemistry CY - Berlin, Germany DA - 02.03.2025 KW - MICAP-MS KW - Nitrogen plasma KW - Isotope dilution analysis KW - Matrix tolerance KW - Argon interference elimination KW - Trace analysis PY - 2025 AN - OPUS4-63485 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Tanz der Moleküle: Herkunftsbestimmung mittels optischer Spektroskopie N2 - Wie lässt sich die Herkunft von Rohstoffen, Lebensmitteln oder Umweltschadstoffen einfacher, schneller und kostengünstiger als mit bisherigen Methoden bestimmen? Die Dissertation zeigt auf, dass man das grundlegende physikalische Prinzip einer Isotopverschiebung mit in Adlershof entwickelten Optik-Instrumenten für die Herkunftsbestimmung nutzen kann. Die entwickelte Methode ermöglicht es in Zukunft den Ursprung von Rohstoffen, Lebensmitteln oder Umweltschadstoffen kostengünstiger und wesentlich schneller bestimmen, als dies mit bisherigen Methoden möglich ist. Kann man das grundlegende physikalische Prinzip einer Isotopieverschiebung mit einem Optik-Instrument für die Herkunftsbestimmung nutzen? Carlos Abad hat eine wegweisende Methode entwickelt, die es in Zukunft ermöglicht den Ursprung von Rohstoffen, Lebensmitteln oder Umweltschadstoffen kostengünstiger und wesentlich schneller bestimmen, als dies mit bisherigen Techniken möglich ist. T2 - Dissertationspreis Adlershof 2019 CY - Berlin, Germany DA - 12.02.2020 KW - Herkunftsbestimmung KW - Isotopenanalyse KW - Isotope KW - Optischer Spektroskopie KW - Coltan PY - 2020 AN - OPUS4-51993 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Isotopic analysis by high-resolution optical spectroscopy N2 - Isotope analysis can be used to determine the age and provenance of geological samples or to study dynamic systems like Li-ion batteries. Modern techniques in optical spectrometry allow us a fast and slow-cost isotope analysis. These techniques include high-resolution continuum source molecular absorption spectrometry (HR-CS-MAS) and laser ablation molecular isotopic spectrometry. This seminar will discuss our recent work on precise and accurate isotope analysis of boron, magnesium, and lithium with geology, climate, and energy research applications. T2 - Recent Trends in Chemical Science and Technology, Christian College Chengannur, India CY - Online meeting DA - 29.09.2020 KW - Isotopes KW - Optical spectrometry KW - Machine learning PY - 2020 AN - OPUS4-51997 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Isotope analysis by high-resolution optical spectroscopy: a tool for planetary science N2 - Isotope analysis can be used to determine the age and provenance of geological samples. Modern techniques in optical spectrometry allow us a stand-off isotope analysis. This seminar will discuss how planetary science with the next Moon and Mars missions drive optical spectrometry into precise and accurate isotope analysis and how BAM will contribute. T2 - Adlershofer Kolloquium CY - Online meeting DA - 19.05.2020 KW - Provenance KW - Dating KW - Isotopes KW - Optical spectroscopy KW - Isotopic shift KW - Planetary science PY - 2020 AN - OPUS4-51995 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Advances and Applications of Molecular Absorption Spectrometry: from Non-Metals to Isotope Analysis N2 - Wie kann Nicht-Messbares messbar gemacht werden? Die Antwort der Dissertation auf diese zentrale Frage der analytischen Chemie lautet: die Anwendung der hochauflösenden optischen Spektroskopie der diatomischen Moleküle. In der Arbeit wird in einem ersten Schritt in Grafitöfen, die wie Chemiereaktoren funktionieren, und durch die Anwendung verschiedener analytischer Methoden die diatomische Molekülbildung nachvollzogen. In einem zweiten Schritt werden die aufgedeckten Mechanismen auf die Bestimmung von Nichtmetallen und die Analyse von Isotopen angewendet. Die Isotopenanalytik ist das zukunftsweisendes Herzstück der Dissertation und von alltäglicher und politischer Relevanz: Mittels dieser Technik lässt sich die Herkunft von Lebensmitteln aber auch Chemiewaffen kostengünstiger und wesentlich schneller bestimmen als mit bisherigen Methoden der Massenspektrometrie. Möglich ist die Bestimmung, da alles um uns herum aus Atomen verschiedener Elemente besteht und die meisten Elemente mehrere Isotope haben. Isotope unterscheiden sich hinsichtlich ihres Gewichts, da sie über eine unterschiedliche Anzahl an Neutronen verfügen. Die Informationen über das Verhältnis von schweren und leichten Isotopen lässt sich nutzen, um zu bestimmen wo etwas entstanden ist. Jeder Ort auf unserem Planeten hat seinen persönlichen Element- und Isotopenanteil (Isotopenfingerabdruck). Das in der Arbeit angewandte Instrument misst das Verhältnis indirekt und nutzt hierzu die Interaktion zwischen Licht und Materie. Für das schwerere Isotop wird mehr Licht/Energie benötigt, um es in Bewegung zu bringen, als für das leichtere. Diese kleinen Unterschiede an Energie, die wir dafür aufwenden müssen, werden gemessen und ermöglichen die Herkunftsbestimmung. Damit leistet die Arbeit nicht nur einen wichtigen Beitrag zur Grundlagenforschung in der analytischen Chemie, sondern kann mit den aufgezeigten Ergebnissen auch Anwendung in den Bereichen Verbraucherschutz, Umweltforschung und Waffenkontrolle finden. N2 - The present work covers two main aspects of high-resolution continuum source graphite furnace molecular absorption spectrometry (HR-CS-GFMAS), an analytical technique for elemental trace analysis. First, a comprehensive mechanistic study of molecule formation in graphite furnaces is presented, which is a key step into the recovery of analytical signals. For this, the molecule formation of CaF was studied, which is used for the indirect analytical determination of fluorine in HR-CS-GFMAS. A zirconium coating catalyzes the CaF formation, and its structure was investigated. The kinetics of this reaction was established by monitoring its molecular spectrum at different atomisation temperatures. An Arrhenius plot showed a pseudo-first order reaction with respect to fluorine (n = 1). An intermediate state was isolated, and its structure was elucidated by spectroscopic methods: scanning electron microscopy with energy dispersive X-ray spectroscopy (SEM-EDX), X-ray photoelectron spectroscopy (XPS), X-ray absorption spectroscopy (XANES and EXAFS), and Raman microspectroscopy. Here a mechanism is proposed, where ZrO2 works as a heterogeneous catalyst: after a pyrolytic step, an intermediate state of ZrO(OCaF) is activated, and at higher temperatures, CaF(g) is released from the zirconium-coated graphite surface. Second, analytical methods were developed by using HR-CS-MAS as detector for non-metals and isotope analysis. Therefore, the determination of organic absorbable chlorine in water, the quantification of fluorine in consume care products with declared perfluorinated ingredients, and the determination of sulfur content in crude oils were investigated. Finally, the high resolution of the instrumentation allows to measure isotopic shifts with high precision in some observed molecular spectra. Consequently, the molecular spectra of enriched isotopes of boron and magnesium were investigated, establishing so the potential of HR-CS-MAS for the accurate and precise determination of isotopic amount ratios. T2 - Applied Photonics Award 2020 CY - Jena, Germany DA - 22.09.2020 KW - Herkunftsbestimmung KW - Isotopenanalyse KW - Isotope KW - Optischer Spektroskopie PY - 2020 AN - OPUS4-51996 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Applications of atomic absorption spectrometry for lithium isotope analysis N2 - An alternative method for lithium isotope analysis by using high-resolution atomic absorption spectrometry (HR-CS-AAS) is proposed herein. This method is based on monitoring the isotope shift of approximately 15 pm for the electronic transition 22P←22S at around the wavelength of 670.8 nm, which can be measured by state-of-the-art HR-CS-AAS. Isotope analysis can be used for (i) the traceable determination of Li concentration and (ii) isotope amount ratio analysis based on a combination of HR-CS-AAS and spectral data analysis by machine learning (ML). In the first case, the Li spectra are described as the linear superposition of the contributions of the respective isotopes, each consisting of a spin-orbit doublet, which can be expressed as Gaussian components with constant spectral position and width and different relative intensity, reflecting the isotope ratio in the sample. Precision was further improved by using lanthanum as internal spectral standard. The procedure has been validated using human serum-certified reference materials. The results are metrologically comparable and compatible with the certified values. In the second case, for isotope amount ratio analysis, a scalable tree boosting ML algorithm (XGBoost) was employed and calibrated using a set of samples with 6Li isotope amount fractions ranging from 0.06 to 0.99 mol mol−1. The training ML model was validated with certified reference materials. The procedure was applied to the isotope amount ratio determination of a set of stock chemicals and a BAM candidate reference material NMC111 (LiNi1/3Mn1/3Co1/3O2), a Li-battery cathode material. These determinations were compared with those obtained by MC-ICP-MS and found to be metrologically comparable and compatible. The residual bias was −1.8‰, and the precision obtained ranged from 1.9‰ to 6.2‰. This precision was sufficient to resolve naturally occurring variations. The NMC111 cathode candidate reference material was analyzed using high-resolution continuum source atomic absorption spectrometry with and without matrix purification to assess its suitability for technical applications. The results obtained were metrologically compatible with each other. T2 - Colloquium Spectroscopicum Internationale XLII (CSI XLII) CY - Gijón, Spain DA - 30.05.2022 KW - Lithium KW - HR-CS-AAS KW - Chemometrics KW - Atomic spectrometry PY - 2022 AN - OPUS4-56498 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - The use of reference materials to improve the calibration strategy in glow discharge optical emission spectroscopy with machine learning N2 - Glow discharge optical emission spectroscopy (GD-OES) is a technique for the analysis of solids such as metals, semiconductors, and ceramics. A low-pressure glow discharge plasma is applied in this system, which ‘sputters’ and promotes the sample atoms to a higher energy state. When the atoms return to their ground state, they emit light with characteristic wavelengths, which a spectrometer can detect. Thus, GD-OES combines the advantages of ICP-OES with solid sampling techniques, which enables it to determine the bulk elemental composition and depth profiles. However, direct solid sampling methods such as glow-discharge spectroscopy require reference materials for calibration due to the strong matrix effect. Reference materials are essential when the accuracy and reliability of measurement results need to be guaranteed to generate confidence in the analysis. These materials are frequently used to determine measurement uncertainty, validate methods, suitability testing, and quality assurance. In addition, they guarantee that measurement results can be compared to recognized reference values. Unfortunately, the availability of certified reference materials suited to calibrate all elements in different matrix materials is limited. Therefore various calibration strategies and the preparation of traceable matrix-matched calibration standards will be discussed. Machine learning is an essential component of the growing field of data science. Through statistical methods, algorithms are trained to make classifications or predictions, uncovering key insights within data mining projects. Therefore, it was tried in our work to combine GD-OES with machine learning strategies to establish a new and robust calibration model, which can be used to identify the elemental composition and concentration of metals from a single spectrum. For this purpose, copper reference materials from different manufacturers, which contain various impurity elements, were investigated using GD-OES. The obtained spectra information are evaluated with different algorithms (e.g., gradient boosting and artificial neural networks), and the results are compared and discussed in detail. T2 - Winter Conference on Plasma Chemistry 2022 CY - Tucson, AZ, USA DA - 17.01.2022 KW - GDOES KW - Machine learning KW - Reference materials KW - Calibration KW - Cooper PY - 2022 AN - OPUS4-56497 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - What does GD-OES reveal about the aging and manufacturing processes of lithium-ion batteries? N2 - Glow-Discharge Optical Emission Spectroscopy (GD-OES), a powerful analytical technique, sheds light on the two critical aspects of lithium-ion batteries (LIBs): manufacturing and aging 1, 2. We optimized cell production in manufacturing by adjusting parameters, including cathode doping, electrolyte concentration, and pressing force. GD-OES provided in-depth elemental composition and homogeneity analysis, which is crucial for identifying optimal manufacturing conditions. These findings were validated by electrochemical impedance spectroscopy, confirming the quality of the manufactured batteries. Shifting the focus to aging, we use GD-OES for fluorine depth profiling, a key element in understanding polymer and electrolyte degradation. However, fluorine presents analytical challenges. We addressed this by substituting argon with a neon:argon mixture, which significantly enhanced fluorine detection sensitivity. This advancement not only improves accuracy but also holds the potential to guide sustainable and cost-efficient manufacturing strategies. Through its versatility, GD-OES has proven to be a powerful tool for not only optimizing LIB manufacturing processes but also gaining deeper insights into their aging mechanisms. This research extends beyond academic interest, offering tangible benefits for the industry by translating into improved battery quality, extended lifespan, and overall performance. T2 - The 6th International Glow Discharge Spectroscopy Symposium CY - Liverpool, United Kingdom DA - 21.04.2024 KW - GD-OES KW - Depth profiles KW - Lithium KW - Battery KW - Fluorine KW - Aging KW - Manufacturing KW - Glow-discharge PY - 2024 AN - OPUS4-59945 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Improvement of manufacturing processes of Li-ion batteries by Glow Discharge Optical Emission Spectroscopy N2 - Manufacturing lithium-ion coin cells (LIBs) for scientific research demands reproducibility, precision, and thorough metrology to ensure consistent quality and performance. Glow-discharge optical emission spectroscopy (GD-OES) emerges as a crucial analytical technique in this context, providing detailed insights into elemental composition and material homogeneity [1,2]. This study focuses on using GD-OES to optimize and standardize the manufacturing processes of LIBs, emphasizing metrology and traceability to develop reproducible and high-quality batteries for research purposes. We refined cell production by adjusting key parameters such as cathode doping, electrolyte concentration, and calendar pressing. GD-OES facilitated depth analysis of elemental composition and distribution, which is essential for identifying and maintaining optimal manufacturing conditions. Validation was achieved through electrochemical impedance spectroscopy (EIS), ensuring the quality and consistency of the manufactured batteries. GD-OES analysis revealed critical insights into elemental uniformity and impurities, guiding adjustments significantly improving cell performance and reproducibility. The method proved fast and effective in detecting and correcting variations in the manufacturing process, leading to enhanced battery quality. To understand the aging mechanisms, GD-OES was employed for fluorine depth profiling, which is crucial for studying polymer and electrolyte degradation. We significantly enhanced fluorine detection sensitivity by substituting the argon plasma with a neon/argon mixture, providing a more accurate aging analysis. By demonstrating the versatility and efficacy of GD-OES in optimizing LIB manufacturing processes and gaining deeper insights into aging mechanisms, this research has significant practical implications. It not only advances lab research but also offers tangible industrial benefits, including improved battery quality, extended lifespan, and enhanced performance. By ensuring metrology and traceability, GD-OES contributes to developing a robust method for the reproducible manufacturing of Li-ion coin cells, boosting innovation and sustainability in battery technology. T2 - SciX 2025 CY - Covington, KY, USA DA - 05.10.2025 KW - GD-OES KW - Battery analysis KW - Depth profile KW - Lithium-ion battery PY - 2025 AN - OPUS4-64878 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Data-Driven Spectrochemical Sensing for Elemental and Isotopic Analysis—from Energy Systems to Biomedicine N2 - High-resolution optical spectrometers generate spectra containing tens of thousands of data points per sample. Picometre-scale isotope shifts, matrix-induced line broadening, and strong inter-feature correlations render classical peak fitting unreliable. Current analytical challenges, therefore, require rigorous algorithms able to expose latent structure, quantify uncertainty, and remain chemically interpretable. The research program presented in this lecture integrates state-of-the-art spectrochemical instrumentation with mathematically disciplined data models. Principal Component Analysis and Partial Least Squares provide chemically meaningful latent variables, while gradient-boosted decision trees or deep neural networks (ANNDL) capture residual non-linearity without sacrificing traceability. All models are trained on isotope-enriched or synthetically generated spectra and distributed with full validation workflows. Two research areas illustrate this strategy: (1) Isotopic analytics for materials, environment, and medicine. (2) Data-fusion diagnostics for battery ageing and failure. T2 - Temple University: Mechanical Engineering Transformative Science and Technology Engineering Lecture Series CY - Philadelphia, PA, USA DA - 02.10.2025 KW - Isotope KW - Data analysis KW - Machine learning KW - Elemental analysis KW - Battery PY - 2025 AN - OPUS4-64877 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Abad Andrade, Carlos Enrique T1 - Tracking Lithium-Ion Battery Ageing via Lithium Isotope Fractionation N2 - Lithium-ion batteries power portable devices, electric vehicles, and stationary power grids, yet hidden aging reactions still shorten their service life and raise concerns about cost and safety. An analytical proxy is needed to report these reactions and accelerate product development, quality control, and recycling. Here, we demonstrate that subtle shifts in the natural 7Li/6Li ratio accurately record the two decisive stages of cell aging, solid-electrolyte interphase (SEI) formation and field-driven aging, which can be detected using multi-collector ICP-MS. Because Li is easily stripped from digested electrodes or electrolyte in a one-step cation-exchange column, high-purity solutions reach the spectrometer in minutes. A streamlined MC-ICP-MS run yields a δ7LiLSVEC precision of 0.4 ‰, enabling dozens of battery fractions to be analyzed per day. Applying the workflow to LiCoO2 coin cells as models, sampled from pristine to 700 cycles, reveals a clear isotopic narrative. During the first ≈45 cycles, 7Li leaves the LiCoO2 lattice, dissolves into the electrolyte, and is locked in the SEI on graphite, driving cathode δ7Li from +8 to –10 ‰ and raising the anode to +13 ‰ while capacity drops by 10 %. After the interphase matures, the electric field takes over: the lighter 6Li migrates faster to the anode, 7Li accumulates in the contracting Li1-xCoO2 lattice, and the bulk separation factor rises to α≈1.045 by 700 cycles. The δ7Li curve flattens roughly 70 cycles before capacity falls to 80%, providing an early warning of end-of-life. Isotopic gradients scale linearly with impedance growth, SEI thickness, and crack density confirmed by LA-ICP-MS mapping, FIB-SEM, XANES, and EXAFS. Although each data point requires one cell, lithium-isotope fractionation provides direct, element-specific, and structural fatigue insight unavailable from non-destructive tests. The straightforward chemistry and fast MC-ICP-MS routine make the approach practical for targeted aging studies, additive screening, and forensic autopsies, complementing high-throughput electrochemical methods and supporting the design of longer-lived batteries. T2 - SciX 2025 CY - Covington, KY, USA DA - 05.10.2025 KW - Isotope KW - Lithium KW - MC-ICP-MS KW - MICAP-MS KW - Isotope fractionation KW - Battery PY - 2025 AN - OPUS4-64879 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Alasonati, E A1 - Bartczak, D A1 - Altmann, Korinna A1 - Giovannozzi, A T1 - Towards Standardised Micro and Nanoplastics Analysis via Interlaboratory Comparisons: First Outlook of the VAMAS TWA 45 P3 Project N2 - This talk is part of the stakeholder workshop of the PlasticTrace project held in September 2025 in Oslo. The presentation shows first results of the VAMAS ILC on nanoplastics. PP nanoparticles were given to the participants. These were asked to measure the mass or particle number or size of the PP nanoplastics. Various techniques such as DLS, FFF, Py-GC/MS, TED-GC/MS, PTA were used. T2 - Stakeholder Workshop PlasticsTrace CY - Online meeting DA - 09.09.2025 KW - Nanoplastics KW - ILC KW - DLS KW - Polypropylene PY - 2025 AN - OPUS4-64714 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Alfeld, M. A1 - Eckhardt, H.-S. A1 - Kraft, J. A1 - Maiwald, Michael A1 - Meermann, Björn A1 - Merz, K. A1 - Prikler, S. A1 - Richert, J. A1 - Steiner, G. A1 - von Tümpling, W. T1 - Trendbericht Analytische Chemie N2 - Zusätzlich zu Methodenentwicklung, Miniaturisierung und Kopplungsverfahren zeigen sich die Hyperspektroskopie zusammen mit Imaging‐Verfahren, der Einzelmolekülnachweis und der Einsatz von 3‐D‐Druckern als neue Schwerpunkte. Hinzu kommen künstliche Intelligenz bei Sensoren, Bildgebungsverfahren und Prozesssteuerung sowie die Vernetzung von Analyse‐ und Laborgeräten. Trends und Forschungsthemen aus der analytischen Chemie, zusammengestellt von elf Autoren, koordiniert von Günter Gauglitz. KW - Multielementanalytik KW - Multimodale Analytik KW - Kristallolgraphie KW - Prozessanalytik KW - Prozessindustrie KW - Industrielle Analytik KW - Chemometrik KW - Chemometrie PY - 2020 DO - https://doi.org/10.1002/nadc.20204095786 SN - 1868-0054 VL - 68 IS - 4 SP - 52 EP - 60 PB - Wiley CY - Weinheim AN - OPUS4-50609 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Stakeholder Workshop – Plastictrace WP1 N2 - The talk is about WP1 in the PlasticTrace project funded by Euromat. The projects harmonizes microplastic analysis by developing SOPs and reference materials. WP1 is responsible for material selection and preparation. All particles are homogeneity and stability checked according to ISO guide 35. T2 - Stakeholder workshop of PlasticTrace project CY - Online meeting DA - 14.12.2022 KW - Microplastic KW - Microplastics standardisation KW - Reference materials PY - 2022 AN - OPUS4-56772 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - BAM activities on microplastics N2 - The presentation is about BAM's activities on the topic of microplastics. It describes what BAM has done in this field in recent years. On the one hand, TED-GC/MS is presented as an analytical method, on the other hand, currently available microplastic reference materials are presented. T2 - JRC/BAM Workshop on ILC CY - Online meeting DA - 11.02.2021 KW - Microplastic KW - TED-GC/MS KW - Microplastic particles KW - Reference materials PY - 2021 AN - OPUS4-52120 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Preliminary results of an interlaboratory comparison on microplastics organised by plasticsfate N2 - Microplastics are everywhere in the environment, but analytics is challenging. Since harmonisation is missing as well es suitable reference materials, BAM did under th umbrella of VAMAS funded by the EU Horizon 2020 project PlasticsFate a ILC for microplastic detection methods. Methods adressed were IR, Raman, Py-GC/MS and TED-GC/MS. The talk gives a first presentation and evaluation on the results. T2 - CUSP annual meeting and conference CY - Utrecht, Netherlands DA - 12.09.2023 KW - Microplastics KW - TED-GC/MS KW - Polymer 3R KW - Reference material KW - ILC on detection methods PY - 2023 AN - OPUS4-60036 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Wessen Problem ist Mikroplastik eigentlich? N2 - In den letzten 20 Jahren ist die Aufmerksamkeit vieler Forschender sowie der Politik und der Bürger selbst auf ein wachsendes Kunststoffproblem unserer Zeit stark gestiegen. Mangelnde Wertstoffkonzepte, Sammelstellen und unbedachtes Einbringen von Kunststoffprodukten in die Umwelt führen dort zu einer Anreicherung. Durch äußere Witterungseinflüsse können diese Produkte degradieren und fraktionieren, so dass heute in allen Teilen der Welt Mikroplastik (1-1000 µm, ISO/TR 21960:2020) unterschiedlicher Polymermaterialien nachgewiesen werden kann. Bei Mikroplastik gilt das Vorsorgeprinzip. Die Partikel können weiter zerfallen in Nanoplastik (< 1 µm, ISO/TR 21960:2020). Ob eine toxikologische Gefährdung von Mikro- oder Nanoplastik ausgeht, wird vielfältig untersucht. Bisher stehen valide Ergebnisse aus. Untersuchungen zur Häufigkeit, dem Transport und möglicher Senken und Eintragspfade muss aber Rechenschafft getragen werden, so dass ein Monitoring von Mikroplastik bereits in der Revision der Trinkwasserrahmen-Richtlinie und der Abwasserrahmen-Richtlinie gefordert wird. Bedenklich ist auch die Verordnung über Mindestanforderungen an die Wasserwiederverwendung (2020/741), in welcher nicht verbindlich gesagt wird, Wasser welcher Reinigungsstufe eines Klärwerks auf die Felder zur Wiederverwendung aufgebracht werden darf. Einer Regulierung über die EU-Plastikstrategie hinaus mit z.B. Verboten für Einwegplastik-Produkte und Rezyklingquoten kann nur entgegengewirkt werden, wenn valide Messmethoden, Referenzmaterialien und Standards existieren, die das tatsächliche Ausmaß von Mikroplastik-Konzentrationen in Luft, Wasser, Boden und Biota zuverlässig und genau aufzeigen. T2 - Technomer CY - Chemnitz, Germany DA - 06.11.2025 KW - Mikroplastik KW - Referenzmaterial KW - TED-GC/MS PY - 2025 AN - OPUS4-64618 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Textile Fibers as Reference Materials for Microplastic Release N2 - Fibers of textile origin are named as high contributor for microplastic pollution in the environment next to e.g. plastics from packaging, tire wear and paints. Small fibers and fragments (microplastics: 1-1000 µm) can be released from textiles by mechanical abrasion during application (e.g. wearing) or washing. To date, the occurrence, transport pathways, and impacts of such small fibers on the environment and human health remain unclear. The European Commission revised the Urban Wastewater Treatment Directive (Directive (EU) 2024/3019) and made monitoring of microplastics mandatory in the next years. Additionally, standards for microplastic detection are developed in the ISO standardization body ISO/TC 147/SC 2 with the documents ISO/DIS 16094-2 and ISO/DIS 16094-3. Detection mainly occurs by thermoanalytical methods for mass or vibrational methods with microscopes for numbers. Such standards and regulatory efforts need validated methods, which themselves need reference materials for validation. Reference materials are well characterized materials that are produced for a specific purpose and are homogeneous and stable within one property of interest. The shape and the composition of the reference particles/fibers will affect the detection, hence it is important to validate the instruments with fibers, if this is the task for monitoring campaigns. This work describes the production of realistic fibers as reference material for microplastic analysis. The individual samples contain of a small number (< 1000) and mass (< 20 µm) of fibres. Homogeneity and stability control occurred by thermogravimetric analysis and µ-Raman. Further characteristics were determined for type, shape and size distribution. T2 - TEXTEH CY - Bucharest, Romania DA - 23.10.2025 KW - Microplastics KW - Reference materials KW - Microfibers KW - Microfiber release PY - 2025 AN - OPUS4-64620 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Seasonal microplastic concentrations along the rivers Rhine and Danube N2 - Over the last 20 years, many researchers, politicians and citizens have become increasingly aware of the growing plastic problem of our time. A lack of recycling concepts and plastic collection points as well as careless dumping lead to accumulation of plastic products in the environment. Natural weathering can cause these plastics to degrade and fractionate, meaning that microplastics (1 1,000 µm, ISO/TR 21960:2020) and nanoplastics (< 1 µm, ISO/TR 21960:2020) of various synthetic polymer materials can now be detected in all parts of the world. Whether microplastics or nanoplastics pose a toxicological hazard is being investigated in a variety of ways. Valid results are still pending. However, the EU precautionary principle applies to micro- and nanoplastics. Monitoring of microplastics is already required in the revision of the Drinking Water and Wastewater Framework Directive. Reliable monitoring of rivers can be carried out by sampling with sedimentation boxes and microplastic detection by using thermal extraction desorption gas chromatography/mass spectrometry (TED-GC/MS) in routine operation (Figure 1). The river Rhine was sampled for microplastic masses at three different sampling locations over a period of one year and in addition the Danube at randomized sampling locations The TED-GC/MS results showed that various synthetic polymers frequently produced in industry, such as polyethylene, polypropylene or polystyrene as well as the tire compound styrene-butadiene rubber were found. The work not only shows a possible workflow for monitoring concepts, but also provides information on environmentally relevant concentrations of microplastics and tire components in surface waters. This in turn is necessary for ecotoxicological studies. T2 - ESOPS CY - Berlin, Germany DA - 09.09.2024 KW - Microplastics KW - TED-GC/MS KW - Polymer 3R PY - 2024 AN - OPUS4-61016 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - PlasticTrace WP1 – Stakeholder Workshop N2 - The talk summarizes the achievments of WP1 of the PlasticTrace project. Microplastic reference materials were developed by producing tablets. Different preparation methods were compared. Characterisation of the tablets was done after filtration with µFTIR, QCL, µRaman, Py-GC/MS and TED-GC/MS after ISO standards ISO 16094-2 and ISO/FDIS 16094-3. Polymer types are polypropylene and polyethylene terephthalate. T2 - Stakeholder Workshop PlasticsTrace CY - Online meeting DA - 09.09.2025 KW - Microplastics KW - Reference materials KW - TED-GC/MS KW - PET PY - 2025 AN - OPUS4-64258 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Repräsentative Untersuchungsstrategien für ein integratives Systemverständnis von spezifischen Einträgen von Kunststoffen in die Umwelt (RUSEKU) N2 - Der Vortrag wurde im Rahmen der Abschlusskonferenz des Forschungsschwerpunktes "Plastik in der Umwelt" des BMBF gehalten. Er fasst die Ergebnisse des Verbundprojektes RUSEKU zusammen. Es wurde die Herstellung verschiedener Testmaterialien für die Mikroplastik (MP) Analytik beschrieben. Im weiteren geht es um verschiedene Ansätze MP kostengünstig und schnell zu detektieren, z.B. mit Nahinfrarotspektroskopie. Nanoplastik konnte mit der Transmissionselektronenmikroskopie sichtbar gemacht werden. Für die praxisnahe Beprobung von Gewässern wurde die Fraktionierte Filtration entwickelt. Integrale Beprobungen können mit dem Sedimentationskasten erfolgen. Als Beispiele für die Beprobung realer Gewässer wurde das urbane Abwassersystem Kaiserslautern, Getränkewasser und Waschmaschinenwasser gezeigt. T2 - Abschlusskonferenz des Forschungsschwerpunktes "Plastik in der Umwelt" des BMBF CY - Online meeting DA - 20.04.2021 KW - Mikroplastik KW - TED-GC/MS KW - Probennahme KW - RUSEKU PY - 2021 AN - OPUS4-52546 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Mikroplastik an der BAM: TED-GC/MS und Referenzmaterialien N2 - Thema ist die Funktionsweise der TED-GC/MS als Methode für die Mikroplastik-Detektion sowie die Herstellung dazugehöriger Referenzmaterialien an der BAM T2 - 25. Kolloquium Massenspektrometrie von Polymeren CY - Online meeting DA - 17.06.2021 KW - Mikroplastik KW - TED-GC/MS KW - Referenzmaterial PY - 2021 AN - OPUS4-52835 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Results of the Plastic in the environment comparative test N2 - The talk describes the sturcture and the results of the "plastics in the environment" comparative test of 2019. T2 - Symposium "Challenges of microplastic analysis – Bridging state of the art and policy needs” CY - Online meeting DA - 09.09.2021 KW - Microplastic KW - Comparative test KW - ILC PY - 2021 AN - OPUS4-53236 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Harmonisation efforts of the CUSP projects N2 - The talk is about harmonisation approaches within CUSP. First the five H2020 projects for research on risk assessment regarding microplastics topic were presented. Secondly, harmonisation process were discussed. T2 - VAMAS SC 47 Meeting CY - Turin, Italy DA - 19.10.2022 KW - Microplastics KW - Harmonisation KW - Nanoplastics KW - H2020 KW - Risk assessment PY - 2022 AN - OPUS4-56077 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Mikroplastik – Ein Problem für die Menschheit? N2 - Mikroplastik findet sich in Ozeanen, Seen, Flüssen und Bächen. Es kann in unserem Boden, in der Luft und sogar in Organismen nachgewiesen werden. Jedes Jahr werden weltweit Millionen Tonnen freigesetzt. Doch wo und wie landet Mikroplastik in der Umwelt? Und wie können wir diese winzigen Partikel nachweisen? T2 - Berlin Science Week CY - Berlin, Germany DA - 01.11.2021 KW - Mikroplastik KW - TED-GC/MS PY - 2021 AN - OPUS4-53734 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Microplastics at BAM: TED-GC/MS and reference materials N2 - Thsi talk aims to present the activities of microplastic analysis at BAM according to TED-GC/MS and reference materials developement. T2 - Webinar BAM / University of Birmingham CY - Online meeting DA - 15.06.2021 KW - Microplastic KW - TED-GC/MS KW - Reference materials PY - 2021 AN - OPUS4-53738 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Reference material candidates for microplastic analysis N2 - Every day, there are new headlines in the media about microplastics (1-1000 µm, ISO/TR 21960:2020) and nanoplastics (< 1 µm, ISO/TR 21960:2020) findings all over the planet with high variations in particle number and mass. The challenges in analytics are very complex, e.g. representative sampling, non-destructive sample preparation with concentrated particles and homogeneous distribution and true detection. All together lead to lacks in harmonization and results, which are hardly comparable. On the other hand, monitoring of microplastics is mandatory in the future strictly regulated by the EU commission in the Drinking water and Wastewater Framework Directive. One step to accurate and precise results will be the development of suitable reference materials mimicking particles in the environment. BAM developed test materials, which are produced by mixing a small portion of microplastic particles with a water-soluble matrix. After solid phase dilution and homogenisation small portions are pressed into tablets and bottled in glass vials (Figure 1). These tablets are well characterized with particle size distribution and SEM images. Additionally, they are tested as reference material candidate according to homogeneity and stability for particle number with µ-IR and µ-Raman as well as on particle mass with Py-GC/MS and TED-GC/MS after ISO Guide 35. Results are promising. The material passed the homogeneity control. No changes are observed within 6 months of storage. The same tested reference material is finally used in sample preparation experiments, where environmental suspended particular matter from surface water or baby milk powders are spiked with the tablets. T2 - ESOPS CY - Berlin, Germany DA - 09.09.2024 KW - Microplastics KW - TED-GC/MS KW - Reference materials KW - Polymer 3R KW - Tablets PY - 2024 AN - OPUS4-61017 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Detektion von Mikroplastik N2 - In dem Vortrag geht es um die Möglichkeiten der Detektion von Mikroplastik im Allgemeinen. Es werden Beispiele für die Luft gezeigt. T2 - VDI-Workshop „Mikroplastik in der Außenluft – Was wir wissen und was wir (noch) nicht wissen CY - Online meeting DA - 15.11.2022 KW - Mikroplastik KW - Mikroplastik in Luft KW - Detektion von Mikroplastik PY - 2022 AN - OPUS4-56289 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - RPRT A1 - Altmann, Korinna T1 - Reference material BAM-P206 polyethylene terephthalate (powder) N2 - This report contains detailed information on the preparation of the reference material as well as on homogeneity and stability investigations of the property of interest, the equivalent particle diameter, and on the analytical methods to determine the additional properties. The values for particle size distribution are based on the results from laser diffraction measurements of 3 different devices with at least 3 replicate measurements of 4 randomly chosen units of the reference material P206. KW - Microplastic KW - Reference material KW - PET PY - 2023 DO - https://doi.org/10.26272/opus4-59778 SP - 1 EP - 23 PB - Bundesanstalt für Materialforschung und -prüfung (BAM) CY - Berlin AN - OPUS4-59778 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Validation of microplastics detection methods and proficiency testing: Suitable microplastic reference materials for interlaboratory comparison N2 - The talk summarizes challenges in microplastic analysis. It shows the preparation of microplastic reference materials as well as the testing on homogeneity and stability. The reference material is used in an international laboratory comparison to compare different detection methods used for microplastic analysis. The methods used were µ-IR (FTIR+LDIR) for number-based methods and TED-GC/MS and Py-GC/MS for mass-based methods. The ILC was done under the umbrella of VAMAS TWA 45. Results of the participants are presented. T2 - BAM Akademie CY - Online meeting DA - 16.05.2024 KW - Microplastics KW - Reference materials KW - ILC KW - Microplastics detection KW - TED-GC/MS KW - Polymer 3R PY - 2024 AN - OPUS4-60085 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Mikroplastik Detektion mit Thermoanalytischen Methoden: Analytik, Referenzmaterial, Ringversuche N2 - Ich dem Vortrag geht es um die Vorstellung von thermoanalytischen Methoden für die Mikroplastik-Detektion. Verschiedene Kopplungsmöglichkeiten werden gezeigt und die Funktionsweise der TED-GC/MS wird erklärt. Im zweiten Teil werden Referenzmaterialien für die Mikroplastik-Analytik diskutiert. PET -Tabletten des PlasticTrace Projektes werden vorgestellt. Am Ende wird der VAMAS Ringversuch zur Mikroplastik-Detektion gezeigt. T2 - Plastik, Mikroplastik, Nanopartikel, PFAS und Verunreinigungen (Agilent Workshop) CY - Hamburg, Germany DA - 28.05.2024 KW - Mikroplastik KW - TED-GC/MS KW - Polymer 3R KW - Ringversuche KW - Referenzmaterial PY - 2024 AN - OPUS4-60155 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Plastik in Böden: Mikroplastik-Analytik N2 - Im Vortrag wir eine Methode zur Analyse von Mikroplastik in Böden dargestellt. Es geht dabei um die Probenvorbereitung und Detektion. T2 - Fachgespräch "Plastik in Böden" CY - Online meeting DA - 28.03.2022 KW - Mikroplastik KW - TED-GC/MS KW - Mikroplastik-Analytik KW - Methodenentwicklung Böden PY - 2022 AN - OPUS4-54646 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Plastik in Böden: Mikroplastik-Ergebnisse N2 - In diesem Vortrag geht um die Vorstellung der Ergebnisse des UBA Projektes Plastik in Böden. Es werden Mikroplastik-Gehalte in verschiedenen Böden präsentiert. T2 - Fachgespräch "Plastik in Böden" CY - Online meeting DA - 28.03.2022 KW - Mikroplastik KW - Mikroplastik Böden KW - Mikroplastik-Analytik PY - 2022 AN - OPUS4-54648 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - Mikroplastik heute: Was haben wir in den letzten Jahren erreicht? N2 - In diesem Vortrag geht es um eine Übersicht über die Thematik der Mikroplastik, Was ist Mikroplastik, wie entsteht es und wo kommt es her. Es wird beschrieben wie eine repräsentative Probenahme erfolgen kann und wie welche Herausforderungen bei der Probenvorbereitung existieren. Die Detektion wird ausführlich beschrieben, sowohl mit Partikelanzahl als auch Masse. Im weiteren werden erste Referenzmaterialien und ihre Anwendung in internationalen Ringversuchen beschrieben. Der zweite Teil zeigt die Normungsaktivitäten im Bereich der Mikroplastik. T2 - Mitgliederversammlung der GdCh Lackchemie CY - Online Meeting DA - 20.09.2024 KW - Mikroplastik KW - TED-GC/MS KW - Polymer 3R KW - Reference material KW - ILC on detection methods PY - 2024 AN - OPUS4-61087 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna T1 - PE-Rezyklat Einsatz in Gefahrgutbehältern? N2 - In diesem Vortrag geht es darum zu beschreiben, ob Rezyklat für PE Behälter gefüllt mit Gefahrgut Anwendung finden darf. Kanister aus Neuware und Rezyklat wurden verschiedenen Untersuchungen unterzogen. Es wurde der Feststoff und Leachable getestet. Methoden sind TED-GC/MS und GC-HRMS. Proben der Leachable wurden nach 1 und 4 Wochen genommen und die Peakanzahl vergleichen dargestellt. Als Lösemittel wurden Wasser, Ethanol, EtOAc, Ammoniak und HNO3 verwendet. T2 - Fachaustausch Projekt GeSKAR CY - Dessau, Germany DA - 10.01.2025 KW - Gefahrgutbehälter KW - Rezyklat PY - 2025 AN - OPUS4-62396 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - RPRT A1 - Altmann, Korinna A1 - Abusafia, A A1 - Bannick, C-G A1 - Braun, U A1 - Crasselt, Claudia A1 - Dittmar, S A1 - Fuchs, M A1 - Gehde, M A1 - Hagendorf, C A1 - Heller, C A1 - Herper, D A1 - Heymann, S A1 - Kerndorff, A A1 - Knefel, M A1 - Jekel, M A1 - Lelonek, M A1 - Lunkenbein, T A1 - Obermaier, N A1 - Manhart, M A1 - Meurer, Maren A1 - Miclea, P-T A1 - Paul, A A1 - Richter, S A1 - Ricking, M A1 - Rohner, C A1 - Ruhl, A A1 - Sakai, Y A1 - Saravia Arzabe, C A1 - Scheid, C A1 - Schmitt, M A1 - Schnarr, M A1 - Schwertfirm, F A1 - Steinmetz, H A1 - Wander, Lukas A1 - Wiesner, Yosri A1 - Zechmeister, L T1 - RUSEKU - Repräsentative Untersuchungsstrategien für ein integratives Systemverständnis von spezifischen Einträgen von Kunststoffen in die Umwelt : Abschlussbericht N2 - Im Verbundprojekt RUSEKU wurde die Probenahme von Wasserproben entscheidend weiterentwickelt. Wichtig ist hierbei zu gewährleisten, dass genügend Merkmalsträger in jeder Probe untersucht werden. Es muss daher eine für den Probenahmeort repräsentative Beprobung hinsichtlich des Wasservolumens in Abhängigkeit der Partikelanzahl gewährleistet sein. Das Hauptaugenmerk lag im vorliegenden Projekt auf einer praxisnahen Beprobungsstrategie. Es wurden verschiedene Konzepte ausprobiert. • Grundsätzlich hat sich gezeigt, dass eine Stichprobe eine Momentaufnahme des MP-Massengehaltes zeigt. Es wird eine hohe Statistik, also eine Vielzahl an Messungen am gleichen Probenahmeort, benötigt, um eine valide Aussage über den MP-Gehalt zu machen. • Es zeigt sich, dass eine integrale Probenahme über mehrere Wochen mit dem SK routinemäßig möglich ist. Die erfassten MP-Massen sind reproduzierbar und robust. • Die DFZ ist für Stichproben geeignet. Partikel < 50 µm werden eventuell unterschätzt • Die fraktionierte Filtration kann für Stich- und Mischproben direkt im Feld genutzt werden. Fraktionen von 10 und 5 µm werden später im Labor Vakuum filtriert. Es erfolgt eine Fraktionierung der Probe mit Siebmaschenweiten von 1000, 500, 100, 50, 10 und 5 µm. • Die fraktionierte Filtration kann auch anschließend an die Beprobung mit dem SK zur Anwendung kommen. Wird die mit dem SK gewonnene Wasserprobe fraktioniert filtriert, kann neben einem MP-Gesamtgehalt auch eine Einschätzung über die Partikelgrößen gewonnen werden. • Für Wässer mit geringen Partikelzahlen wurde ein Messfiltertiegel entwickelt. Dieser hat eine Maschenweite von 6 µm. Seine Anwendung kann mögliche Verluste beim Transferieren vom Probenahmetool zum Messgefäß und mögliche Kontaminationen reduzieren. Die Optimierung der Probenahmestrategie wurde durch Modellversuche und Simulationen unterstützt. Modellversuche zum Sinkverhalten und Simulationen von MP in realen Gewässern verdeutlichten das komplexe Verhalten der Partikel. Es konnte gezeigt werden, dass Partikel ab einer bestimmten Größe (und kleiner) bei genügend starker Turbulenz sich in der Wassersäule unabhängig von ihrer Dichte verhalten und so auch MP mit kleiner Dichte (z.B. PE) in der gesamten Wassersäule zu finden sind. Es konnte mit dem TEM die Existenz von NP gezeigt werden. Ein wesentlicher Aspekt des RUSEKU Projektes war die Beprobung realer Kompartimente. Beprobt wurde neben Oberflächengewässern, das urbane Abwassersystem der Stadt Kaiserslautern, Waschmaschinenabwasser und Flaschenwasser. • In Oberflächengewässern wurde hauptsächlich PE gefunden. Je nach Probe und Gewässer konnten auch PP, PS, PET, PA, SBR und Acrylate nachgewiesen werden. • Im urbanen Abwassersystem der Stadt Kaiserslautern konnte an allen Probenahmestandorten MP nachgewiesen werden. Es wurde hauptsächlich PE, neben geringeren Mengen an PP, PS und SBR gefunden. Nach einem Regenereignis war der SBR Anteil deutlich erhöht. • Die Beprobung eines realen Wäschepostens, bestehend aus T-Shirts und Hemden mit PA/CO oder PES/CO Mischgewebe, zeigte einen PA- und PES-Austrag im Waschwasser. Der überwiegende Teil der detektierten Fasern ist aber auf Baumwolle zurückzuführen. Reine gravimetrische Messungen zur Detektion von MP führen zu einer starken Überschätzung. • In Flaschenwasser (PET-Flaschen) konnte MP detektiert werden. PET wurde nur im stillen Mineralwasser, nicht in Mineralwasser mit Kohlensäure gefunden werden. Teilweise wurde auch das MP-Material des Verschlusses im Wasser detektiert. • Für Luftproben konnte ein Aufbau zur größenselektiven Beprobung getestet werden. Neben der Probenahme hat das Projekt auch gezeigt, dass die TED-GC/MS geeignet für die MP-Detektion im Routinebetrieb ist. Die TED-GC/MS konnte weiter optimiert werden. Es wurden MP-Massen bestimmt. Im Projekt wurden erste realitätsnahe Referenzmaterialien für die MP Detektion hergestellt. Die Herstellung von realitätsnahen Polymeren in ausreichender Homogenität und Menge hat sich als große Herausforderung herausgestellt. KW - Mikroplastik KW - Probennahme KW - TED-GC/MS KW - Fraktionierte Filtration KW - Mikroplastikreferenzmaterial PY - 2022 SP - 1 EP - 201 AN - OPUS4-57800 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna A1 - Braun, U. T1 - Monitoring von Mikroplastik N2 - Der Vortrag gibt einen Überblick was bei der Analyse von Mikroplastik zu beachten ist und beschreibt die Vor- und Nachteile der TED-GC/MS. T2 - Abschlusstreffen MikroPlaTas CY - Online meeting DA - 23.06.2021 KW - Mikroplastik KW - TED-GC/MS KW - Mikroplastik-Analytik PY - 2021 AN - OPUS4-52916 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Altmann, Korinna A1 - Goedecke, Caroline A1 - Bannick, C.-G. A1 - Abusafia, A. A1 - Scheid, C. A1 - Steinmetz, H. A1 - Paul, Andrea A1 - Beleites, C. A1 - Braun, U. T1 - Identification of microplastic pathways within a typical European urban wastewater system N2 - In recent years, thermoextraction/desorption-gas chromatography/mass spectrometry (TED-GC/MS) has been developed as a rapid detection method for the determination of microplastics (MP) mass contents in numerous environmentally relevant matrices and, in particular, for the measurement of polymers in water samples without time-consuming sample preparation. The TED-GC/MS method was applied to investigate a typical European municipal wastewater system for possible MP masses. Such investigations are important in view of the recent revision of the Urban Wastewater Treatment Directive. Four different representative sampling sites were selected: greywater (domestic wastewater without toilet), combined sewer, and influent and effluent of a wastewater treatment plant (WWTP). All samples were collected by fractional filtration. Filtration was carried out over mesh sizes of 500, 100, 50, and in some cases, 5 µm. Polyethylene (PE), polypropylene (PP), and polystyrene (PS) were detected in all samples, with the PE fraction dominating in all cases. Styrene-butadiene rubber which serves as an indication of tire abrasion, was only found in the influent of the WWTP. The highest MP mass contents were found in the combined sewer, so MP can become a source of pollution during heavy rain events when the capacity limits of the effluent are reached, and the polluted effluent is released uncontrolled into the environment. Based on the studies, MP retention from the WWTP could be estimated to be approximately 96%. Few trends in polymer type or mass contents were detected within the different fractions of the samples or when comparing samples to each other. KW - Microplastics KW - Microplastic analysis KW - TED-GC/MS KW - Microplastic pathways KW - Mass contents PY - 2023 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-568289 DO - https://doi.org/doi.org/10.1002/appl.202200078 SP - 1 EP - 10 PB - Wiley-VCH CY - Weinheim AN - OPUS4-56828 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Altmann, Korinna A1 - Hodoroaba, Vasile-Dan T1 - CUSP inter-laboratory comparisons N2 - In this breakout session first, an introduction is given on the planning and organisation of an inter-laboratory comparison (ILC) under the pre-standardisation plattform VAMAS within the newly formed technical working area TWA 45 Micro and Nano Plastics in the Environment. An update with the ILCs on micro- and nanoplastic performed so far is also given. In the third part, the requirements for a reference materials are presented. The needs from the different H2020 micro- and nanoplastic projects are collected and compiled in an ILC matrix for joint activities as the next steps. T2 - The European Research Cluster to Understand the Health Impact of Micro- and Nanoplastics (CUSP) Launching Event CY - Online meeting DA - 10.06.2021 KW - Microplastic KW - Nanoplastic KW - Inter-laboratory comparison KW - VAMAS KW - Reference material PY - 2021 AN - OPUS4-52808 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Andresen, Elina T1 - Lanthanide based multi element nanoparticles: a versatile platform for surface chemistry analysis and potential reference materials N2 - The use of engineered nanoparticles of different size, shape, and composition is continuously increasing in the life and materials sciences. This calls for methods and reference materials enabling the reliable and accurate determination of nanoparticle size, particle size distribution, shape, number concentration, degree of aggregation and agglomeration in different environments as well as for nanoparticle dispersibility and stability. We are currently building up and exploring a platform of lanthanide-based nanocrystals (LnNCs) with application-specifically tuned size, shape, composition, architecture, optical properties, and surface chemistry for emerging applications in life sciences. As a prerequisite for the broad applicability of these nanomaterials, we assess simple, robust, and easily upscaleable synthesis protocols for LnNCs with defined morphologies and tunable optical properties, and the short-term and long-term stability of LnNCs with selected surface coatings in aqueous environments under different application-relevant conditions. T2 - Anakon 2025 CY - Leipzig, Germany DA - 10.03.2025 KW - Nano KW - Particle KW - Method KW - Lanthanide KW - Synthesis KW - Upconversion KW - Ligand KW - Quality assurance KW - Particle number concentration KW - Reference material KW - Surface chemistry PY - 2025 AN - OPUS4-62768 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Andresen, Elina T1 - Lanthanide-Based Upconverting Nanoparticles: Size, Shape, and Color Tuning for Emerging Applications in Sensing and Encoding N2 - Lanthanide-based nanoparticles like upconversion nanoparticles (UCNP) consist of an inorganic host matrix doped with rare earth ions. These NPs have attracted considerable attention for different areas of application due to their unique spectral shifting potential providing multi-color luminescence in the UV/vis/NIR/SWIR. Important prerequisites for the broad applicability of these nanomaterials are simple and robust synthesis protocols for UCNP with defined morphologies and tunable optical properties, and a sufficient stability under application-relevant conditions. We built up a platform of UCNP based on AYF4 (A=alkali metal) host materials for usage as optical reporters, barcodes, sensors, and tags. This includes the synthesis of UCNPs with i) tunable size (10 – 150 nm), shape (spherical, rod-like, bipyramidal, etc.), and composition (Yb and Er/Tm as dopant ions) and ii) different core-shell architectures for emission color tuning. Therefore, we studied the reproducibility, robustness, and upscalability of the synthesis of β-NaYF4: Yb,Er UCNP via thermal decomposition and the tuning of UCNP size and shape by dopant ion ratios, host material, and reaction conditions and optically explored stability of selected UCNP in different environments under different application-relevant conditions. Subsequently, the applicability of these LnNPs for i) fabrication of security inks for printable QR codes, ii) design of self-referenced nanosensors for (micro)biologically relevant analytes, and iii) as NIR/SWIR luminescent reporters for optical imaging will be discussed. Aiming for core-shell architectures with defined UCL properties, we also assessed X-ray photoelectron spectroscopy depth-profiling methods for determining and quantifying lanthanide activator and sensitizer dopant ions within different types of LnNPs that is of key importance for UCL color and efficiency. A platform of LnNPs based on NaYF4 and LiYF4 hosts with application-specifically tuned size, shape, composition, architecture, optical properties, and surface chemistry was realized. T2 - MAF 2024 CY - Valencia, Spain DA - 08.09.2024 KW - Lanthanide-based upconverting nanoparticles KW - Sensing KW - Encoding PY - 2024 AN - OPUS4-62132 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - GEN A1 - Atanasova, Aleksandra T1 - Herstellung und Einsatz neuartiger Trypsin-Partikel für den enzymatischen Antikörper-Verdau N2 - In dieser Arbeit wurden zwei Trypsinvarianten, der Wildtyp (wtT) und eine thermostabile Variante (tsT), rekombinant hergestellt. Die Herstellung von Proteinen in Bakterien kann zu Fehlfaltungen und Einschlusskörperchen führen, weshalb eine geeignete Faltungsstrategie notwendig ist. In dieser Arbeit konnte eine schrittweise Vorgehensweise erfolgreich angewendet werden. Nach der Ni-NTA-Aufreinigung wurde zusätzlich eine substratspezifische Benzamidin-Aufreinigung eingesetzt, um die Aktivität zu verbessern. Außerdem wurden die rekombinanten Trypsine auf Korund immobilisiert. Korund ist ein kostengünstiges Material, das nach Silanisierung und Glutaraldehyd-Kopplung für die Bindung von Proteinen geeignet gemacht wurde. Dabei konnte gezeigt werden, dass mehr wtT als tsT gebunden wurde, was sich auch in den Kopplungsdichte widerspiegelte. Die immobilisierten Enzyme wurden in Bezug auf Aktivität, Wiederverwendbarkeit, Lagerfähigkeit und Temperaturstabilität untersucht. Beide Varianten zeigten vergleichbare Leistungen, wobei tsT bei höheren Temperaturen eine etwas bessere Stabilität aufwies. Für den Antikörperverdau wurden sowohl thermische als auch chemische Denaturierungen bei verschiedenen Temperaturen ( 37 °C und 60 °C) getestet. Die Analyse mit MALDI-TOF-MS zeigte, dass gute Werte für die Sequenzabdeckung erzielt werden konnten. Besonders die chemische Denaturierung führte zu besseren Ergebnissen mit weniger Selbstverdau. Beim Vergleich mit kommerziell immobilisiertem Crude-Trypsin zeigten die rekombinanten Varianten eine höhere Spezifität und bessere Sequenzabdeckung bei gleichzeitig geringerem Selbstverdau. Die Wiederverwendbarkeit wurde durch fünf Verdauzyklen bei 37 °C überprüft. Dabei blieb die Aktivität weitgehend stabil, auch wenn die Peakintensität in den MALDI-Spektren mit jedem Zyklus abnahm. Eine eindeutige Zuordnung der Fingerprints des Antikörpers aus einer Bibliothek von über 90 Antikörpern war trotz dessen gegeben. KW - Korund KW - Immobilisierung KW - Proteomik KW - Rekombinante Proteine KW - Thermostabile Enzyme PY - 2025 SP - 1 EP - 86 CY - Berlin AN - OPUS4-64433 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Avci, Fatma T1 - Characterization of black mass by X-Ray fluorescence spectroscopy N2 - X-ray fluorescence analysis (XRF) is a method of elemental analysis that is used either as wavelength dispersive XRF (WDXRF) or energy dispersive XRF (EDXRF). Using EDXRF, it is possible to analyze samples within a few minutes without time-consuming sample preparation. This makes the method potentially suitable for analyzing larger sample quantities under industrial conditions. However, the XRF method is matrix-dependent. Depending on the cathode material of the recycled batteries, there are significant differences in the composition of the resulting black mass. This means that specific calibration models must be developed for different types of black mass. The aim of our work is to use the EDXRF method to reliably analyze black mass of different origins with regard to the elements that are particularly interesting for recycling: nickel (Ni), manganese (Mn), cobalt (Co), aluminum (Al), iron (Fe), zinc (Zn), silicon (Si), copper (Cu), and phosphorus (P). Based on the different mass fractions of the elements mentioned, black masses from used lithium-ion batteries can be divided into three groups according to the cathode chemistry: lithium nickel manganese cobalt oxide (NMC), lithium cobalt oxide (LCO), and mixed chemistries (MC), the latter of which may contain lithium iron phosphate (LFP). The division into groups is necessary to determine the matrices and thus select the appropriate calibration model for the analysis of the EDXRF data in order to achieve the most accurate determination of the elemental content possible. Reference analyses are performed using WDXRF. The score plots obtained by PLS-DA of the specific elemental composition of the black masses examined to date by both WDXRF and EDXRF reveal a correct separation of the BM matrix types LCO, NMC, and MC. Our preliminary results with test samples yielded 100 % correct predictions with both data sets. However, only two matrix types, NMC and LCO, have been tested with the EDXRF data so far. Data for MC is pending as work progresses. T2 - Doctoral seminar 2025 - Working Group Chemometrics and Quality Assurance (GDCh) CY - Hamburg, Germany DA - 11.09.2025 KW - Black Mass KW - XRF Spectroscopy KW - Chemometric Modeling KW - PLS-DA PY - 2025 AN - OPUS4-64095 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -