TY - CONF A1 - Gleim, Tobias T1 - AI-Based Documentation Analysis for Safety Assessment of Packages for Radioactive Material N2 - The transportation of radioactive material requires, dependent on type und quantity of the radioactive material, a regulatory approval based on the type of the package. Safety assessments shall be conducted in compliance with the IAEA regulations and documented in a comprehensive package design safety report to obtain approval from authority. This comprehensive safety report evaluates a broad range of requirements from the regulations, including mechanical, thermal, shielding, criticality and transport requirements and controls, and testing assessments. Additionally, it encompasses supporting documents such as specifications, inspections, certifications, drawings, and guidelines in a variety of complex documents. Safety and manufacturing reports contain multiple interconnected sub-reports covering various topics. Changes, such as component modifications, material property updates, or regulatory revisions, often impact multiple sections of the safety analysis reports, making even minor adjustments complex and time-consuming. Each transport package has unique requirements, making every safety report distinct, despite following the same regulatory framework. Most documentation exists in standard digital formats but is often not machine interpretable. This lack of interpretability means individuals must manually identify and address dependencies within the reports. An AI-based documentation system that visualizes these dependencies would significantly enhance the efficiency of safety assessments. By linking interpretable content directly to datasheets, tables, simulations, experimental results, standards, and regulations, such a system would automatically identify changes and interdependencies. Related conditions could be validated using AI-based tools, reducing the need for manual intervention, improving both efficiency and safety. Human error plays a significant role in drafting, reviewing, and revising safety reports, often requiring iterative review cycles and multiple reviewers before approval. A digital quality infrastructure could reduce iterations and further improve efficiency. Integrating AI into this process could optimize safety assessments and enhance their robustness by leveraging interpretability to enhance safety. This preliminary study explores the readiness and requirements for using LLMs and RAG in the context of regulatory compliance for transport of radioactive material. By analyzing current documentation workflows, we identify how LLM-based tools can interpret complex safety reports and highlight critical interdependencies. We stress the importance of robust data governance, confidentiality measures, and AI reliability in this highly regulated context. T2 - BAM – Fraunhofer Materials LLM Days CY - Würzburg, Germany DA - 03.07.2025 KW - KI KW - RAG KW - LLM PY - 2025 AN - OPUS4-63727 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Reichardt, Adrian T1 - Introduction of An Ageing Management Approach for Dual Purpose Casks N2 - With integration of the new para 613A into SSR-6 [1] the consideration of ageing mechanisms is now obligatory for the design of packages and their approval. In addition, para 809(f) of SSR-6 [1] requires consideration of the effects of storage on ageing mechanisms, safety analyses and operation and maintenance instructions. German competent authorities Bundesanstalt für Materialforschung und -prüfung (BAM) and Bundesamt für die Sicherheit der nuklearen Entsorgung (BASE) are considering the aspect of ageing in approval procedures. Ageing assessment is mainly focused on dual purpose casks (DPC) package designs which are long-term stored in interim storage facilities. T2 - BAM-IRSN Symposium 2021 CY - Online meeting DA - 08.09.2021 KW - Ageing KW - DPC KW - Interim storage KW - Ageing management PY - 2021 AN - OPUS4-53287 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Neumann, Martin A1 - Gleim, Tobias A1 - Gradt, Thomas A1 - Wille, Frank T1 - Friction coefficients for wood-wood and wood-steel interfaces in impact limiters for transport casks N2 - Wood is widely used in impact limiters of transport casks for radioactive material. Encapsulated by an outer and inner steel structure, spruce wood is often applied in layers of alternating direction. The friction at the interfaces between these layers is of crucial importance for the impact and energy absorption e.g., at an accidental impact of a cask against a hard target. In order to get detailed information for corresponding numerical calculations, in this study the friction coefficient for the combinations wood-wood and wood-steel was measured in the temperature range between -40°C and 90°C according to the relevant stress conditions for such casks. Results show decreasing friction with increasing temperature, ranging from 0.43 at -40°C to 0.22 for 90°C for wood-steel combinations and from 0.3 at -40°C to 0.24 at 90°C to for a wood-wood combination. T2 - 20th International Symposium on the Packaging and Transportation of Radioactive Materials CY - Juan-les-Pins, France DA - 11.06.2023 KW - Wood KW - Friction KW - Transport cask PY - 2023 SP - 1 EP - 11 AN - OPUS4-57334 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Werner, Jan T1 - Brandschutzbeschichtungen an Tanks - Prüfverfahren zur Bestimmung der Feuerwiderstandsfähigkeit von Druckbehältern mit einem Brandschutzsystem unter Standardbrandbedingungen - ISO 21843 N2 - Brandschutzbeschichtungen an Tanks können zuverlässig BLEVEs verhindern. Die ISO 21843 gibt hierzu neue Standards für Prüfverfahren vor und charakterisiert die Qualität von Unfallfeuern detaillierter als bisher. Die BAM hat auf ihren Prüfanlagen im TTS die Umsetzbarkeit dieser Anforderungen nachgewiesen. T2 - 29. Gefahrgutkongress Mecklenburg-Vorpommern CY - Rostock, Germany DA - 18.11.2025 KW - ISO 21843 KW - BLEVE KW - Brandschutz KW - Unfallfeuer KW - Wärmeübertragung PY - 2025 AN - OPUS4-64806 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Werner, Jan T1 - Verpackungen und Beförderungseinheiten im Zusammenspiel N2 - Die derzeitigen Explosivstoffschutz-Anforderungen des Regelwerks ADR basieren auf einem überholten Stand der Technik sowie Technologie der Baustoffe/Bauteile/Werkstoffe. Die Formulierung im entsprechenden Abschnitt des ADR (9.3.4.2) ist nicht eindeutig und verweist auf eine Norm, welche als kritisch angesehen wird. Diese Unklarheiten führen bei den Ausrüstern und Betreibern der Gefahrgutfahrzeuge zu Unsicherheiten mit existenziellen Risiken und Kosten. Es ist hier sowohl aus wirtschaftlicher als auch aus sicherheitstechnischer Sicht vordringlicher Klärungsbedarf erkennbar. Eine Klärung ist zudem dringlich, weil sich auch international bei den beteiligten Akteuren der ADR-Vertragsparteien Fragen zur Klärung der Technologieentwicklung und dem Stand der Technik ergeben haben. Um eine Überarbeitung der ergänzenden Vorschriften für EX/III-Fahrzeuge zur Beförderung von explosiven Stoffen und Gegenständen der Klasse 1 in Versandstücken voranzutreiben, ist deshalb eine Untersuchung der Gefahren erforderlich, denen explosive Stoffe und Gegenstände während der Beförderung ausgesetzt sind. Die beschriebenen Unschärfen der heutigen Vorschriften sollten im Rahmen eines Forschungsvorhabens des Bundesministeriums für Digitales und Verkehr (BMDV) durch eine neuerliche Untersuchung beseitigt werden. Hierzu wurden auf Grundlage der heutigen Vorschriften bestehende konstruktive Lösungen untersucht und deren Wirksamkeit gegenüber einer typischen Wärmebelastung von außen festgestellt. Erforderlich dafür war zunächst die Charakterisierung der Wärmeeinträge durch Versuche mit typischen Unfallbelastungen. Daraus abzuleiten waren dann idealisierte Belastungsszenarien, welche als Voraussetzung für eine Normungsarbeit angesehen werden sollen. Im letzten Schritt soll ein Textentwurf für die Erneuerung der bestehenden Vorschriften des ADR verfasst und im Anschluss international abgestimmt werden. Es soll ein völlig neuer Ansatz zur Auslegung und Bewertung von Bauteilen von EX/III-Fahrzeugen für den Einsatz als Schutzschild gegenüber externer Wärmebelastung gefunden werden. Dieser begründet sich auf neuen technischen Erkenntnissen, welche eine Feuerbelastung heute nicht mehr allein durch eine Einheits-Temperaturkurve (ETK), sondern differenziert nach konvektiven und strahlenden Anteilen betrachtet. Mit ähnlicher technischer Zielrichtung wurde international der neue Standard „Bestimmung der Beständigkeit von Brandschutzmaterialien und -systemen für Druckbehälter gegenüber Kohlenwasserstoffpoolbränden“ als ISO 21843 in Jahr 2018 verabschiedet. Die jeweilige Wärmeleistung bzw. Wärmestromdichte soll mittels Kalorimeterversuchen bestimmt werden. Es gilt den Wärmeeintrag ins Innere der Ladeabteile zu begrenzen. Hierbei stellt sich nicht nur die Frage nach Isolationswirkung sowie Wärmeübergängen und ob dies nur durch Wandung sowie Boden sicherzustellen ist, sondern ob weitere Maßnahmen, wie Reifenschutz, automatische Feuerlöscheinrichtungen, etc. benötigt werden. Letztlich soll durch die Präzisierung der Gefahrgutvorschriften Transparenz bei Anwendern, Zulassungs- und Kontrollbehörden geschaffen werden. T2 - Gefahrguttechniktage 2025 CY - Berlin, Germany DA - 13.11.2025 KW - Explosivstoffe KW - Unfallszenarien KW - Brandbelastungen PY - 2025 AN - OPUS4-64808 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Widjaja, Martinus Putra A1 - Moosavi, Robabeh A1 - John, Sebastian A1 - Schumacher, David A1 - Grunwald, Marcel A1 - Auster, Jürgen A1 - Szczepaniak, Marius A1 - Mair, Georg W. A1 - Waske, Anja T1 - Impact damage evaluation of hydrogen composite pressure vessels by analysing computed tomography images N2 - The objective of this work is to find a method that describes the degree of damage from an impact experiment. This experiment was performed on Composite Pressure Vessels (CPV) in order to find the correlation of impact damage to the residual burst pressure. Computed Tomography (CT) approach was used to capture the before and after impact condition of the CPVs. The Wasserstein function was used to calculate how much the after impact image has differed from the original one. In the end, a good correlation was obtained to the residual burst pressure. T2 - HyFiSyn Conference CY - Online meeting DA - 15.09.2021 KW - Hydrogen KW - Composite pressure vessel KW - Carbon fibre KW - Burst test KW - Image analysis KW - Computed tomography (CT) PY - 2021 SP - 31 EP - 32 AN - OPUS4-53494 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Widjaja, Martinus Putra T1 - Impact damage evaluation of hydrogen composite pressure vessels by analysing computed tomography images N2 - The objective of this work is to find a method that describes the degree of damage from an impact experiment. This experiment was performed on Composite Pressure Vessels (CPV) in order to find the correlation of impact damage to the residual burst pressure. Computed Tomography (CT) approach was used to capture the before and after impact condition of the CPVs. The Wasserstein function was used to calculate how much the after impact image has differed from the original one. In the end, a good correlation was obtained to the residual burst pressure. The smaller the Wasserstein distance is, the higher the residual burst pressure would be and vice versa. T2 - HyFiSyn Conference CY - Online meeting DA - 15.09.2021 KW - Hydrogen KW - Composite pressure vessel KW - Carbon fibre KW - Burst test KW - Image analysis KW - Computed tomography (CT) PY - 2021 AN - OPUS4-53496 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - John, Sebastian T1 - Current results of the DELFIN project N2 - As a contribution to the national hydrogen strategy, 3.5 years ago, the Delfin research project started with the aim of developing a cost- and material-optimized hydrogen tank design for automotive application. Under the patronage of the National Organization Hydrogen and Fuel Cell Technology (NOW), a consortium consisting of 9 research institutes, component suppliers, engineering service providers and automobile OEMs is processing a wide range of work packages. The focus of BAM research sets on impact testing and safety-related characterization of pressure vessels of different development stages. Furthermore, the implementation of nondestructive testing methods is applied. The presentation shows an overview of the BAM work packages and an extraction of the results generated so far. T2 - Wasserstoffkolloquium des Kompetenzzentrums H2Safety@BAM CY - Online meeting DA - 16.02.2022 KW - Delfin KW - Wasserstoff KW - Druckbehälter KW - Impact PY - 2022 AN - OPUS4-55348 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - John, Sebastian T1 - Vorstellung NIP II FORSCHUNGSVORHABEN DELFIN N2 - As a contribution to the national hydrogen strategy, 3.5 years ago, the Delfin research project started with the aim of developing a cost- and material-optimized hydrogen tank design for automotive application. Under the patronage of the National Organization Hydrogen and Fuel Cell Technology (NOW), a consortium consisting of 9 research institutes, component suppliers, engineering service providers and automobile OEMs is processing a wide range of work packages. The focus of BAM research sets on impact testing and safety-related characterization of pressure vessels of different development stages. Furthermore, the implementation of nondestructive testing methods is applied. The presentation shows an overview of the BAM work packages and an extraction of the results generated so far. T2 - SAMPE Feierabendkolloqium CY - Online meeting DA - 15.06.2022 KW - Delfin KW - Wasserstoff KW - Druckbehälter KW - Impact PY - 2022 AN - OPUS4-55349 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - John, Sebastian A1 - Auster, Jürgen A1 - Widjaja, Martinus Putra A1 - Duffner, Eric A1 - Mair, Georg W. T1 - NIP II - Forschungsvorhaben „DELFIN“ N2 - Überblick über Projektinhalte und -ergebnisse aus dem Forschungsvorhaben Delfin „Erforschung alternativer Materialien und Fertigungsprozesse für kosten- und gewichtsreduzierte Druckbehälter aus endlosfaserverstärkten Kunststoff“ T2 - SAMPE Kolloquium CY - Online meeting DA - 15.01.2022 KW - Wasserstoff KW - Druckbehälter KW - Impact PY - 2022 AN - OPUS4-58064 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - GOVDOC A1 - Sterthaus, Jens T1 - Leitlinie für numerisch geführte Sicherheitsnachweise im Rahmen der Bauartprüfung von Behältern für den Transport von radioaktiven Stoffen N2 - Die Leitlinie dient der Unterstützung der Qualitätssicherung bei der Erstellung, Kontrolle und Beurteilung von Sicherheitsnachweisen, die auf einer numerischen Analyse von Problemstellungen basieren, welche zum Prüf- und Begutachtungsumfang von Behälterbauarten für den Transport radioaktiver Stoffe gehören. Sie soll insbesondere die Grundlage für die korrekte Durchführung der numerischen Analysen nach dem Stand der Technik bilden und die Prüfbarkeit des numerischen Sicherheitsnachweises unterstützen. Ihre Anwendung soll die Nachvollziehbarkeit des Berechnungsganges und der den Berechnungen zugrundeliegenden Voraussetzungen und Annahmen gewährleisten. KW - Simulation KW - Berechnung KW - FEM KW - Numerisch geführter Nachweis KW - Verifikation KW - Validierung KW - Dokumentation KW - Qualitätssicherung KW - Bewertung PY - 2025 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-652145 VL - BAM-GGR 008 SP - 1 EP - 17 PB - Bundesanstalt für Materialforschung und -prüfung (BAM) CY - Berlin ET - Revision 1 AN - OPUS4-65214 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - GOVDOC A1 - Sterthaus, Jens T1 - Guideline for numerical safety analyses in the context of type approval of packages for the transport of radioactive material N2 - The guideline serves to support quality assurance in preparation, control and assessment of safety cases based on a numerical analysis of problems that are part of the scope of testing and assessment of package designs for the transport of radioactive materials. In particular, it is intended to form the basis for the correct performance of numerical analyses in accordance with the state of the art and to support the verifiability of the numerical safety case. Its application should ensure the traceability of the calculation procedure and the preconditions and assumptions on which the calculations are based. KW - Simulation KW - FEM KW - Assessment KW - Verification KW - Validation KW - Documentation KW - Calculation KW - Quality assurance KW - Numerically verified proof PY - 2025 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-652167 VL - BAM-GGR 008 SP - 1 EP - 16 PB - Bundesanstalt für Materialforschung und -prüfung (BAM) CY - Berlin ET - Revision 1 AN - OPUS4-65216 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Gleim, Tobias T1 - Großbrandversuche von Elektrofahrzeugen zum Transport Gefährlicher Güter N2 - Der zunehmende Einsatz von batterieelektrischen Transportfahrzeugen (Battery Electric Transport Vehicles – BETVs) im Verkehrswesen wirft Sicherheitsfragen beim Transport gefährlicher Güter auf. Obwohl Batteriebrände auf Zell-, Modul- und Fahrzeugebene umfassend untersucht wurden, fehlen systematische Daten zu deren thermischen Auswirkungen auf Gefahrgutverpackungen. Um diese Lücke zu schließen, führt die Bundesanstalt für Materialforschung und -prüfung (BAM) auf ihrem Testgelände Technische Sicherheit (BAM-TTS) groß angelegte Brandtests durch, in denen konservative Unfallszenarien mit unterschiedlichen Zellchemien und -kapazitäten nachgestellt werden. Die Tests kombinieren fahrzeugbedingte Brandlasten mit standardisierten Propan-Referenzbränden und erfassen mittels hochauflösender Instrumente zentrale Messgrößen wie Wärmefluss, Temperatur und Strahlung. Der daraus entstehende Datensatz liefert erstmals eine direkte Quantifizierung der thermischen Auswirkungen von BETV-Bränden auf Verpackungen und unterstützt Expertengremien bei der Bewertung, ob bestehende regulatorische Anforderungen für alternative Antriebssysteme weiterhin angemessen sind. T2 - Informationsaustausch zur verkehrsrechtlichen Aufsicht bei der Beförderung radioaktiver Stoffe CY - Salzgitter, Germany DA - 03.02.2026 KW - Batteriebrand KW - IAEA KW - Gefahrgut KW - Transport PY - 2026 AN - OPUS4-65626 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Werner, Jan A1 - Böttcher, Nils A1 - Soderer, Hannes T1 - Batterieelektrisch betriebene FL/AT-Fzg.-Vorschriften und Sicherheit N2 - Überblick über Vorschriftenlage, Technik der Batterien und aktuelle Forschung. Aufzeigen bestehender Unschärfen in der Rechtslage, Sicherheitsfragestellungen zu Batterietechnik sowie Interaktion mit Gefahrgut. T2 - E-Mobilität in der Chemielogistik CY - Duisburg, Germany DA - 04.03.2026 KW - Batterieelektrische Antriebe KW - Gefahrgut KW - ADR KW - Unfallfeuer KW - Wärmeübertragung KW - Lithium Ionen Batterien PY - 2026 AN - OPUS4-65663 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Gleim, Tobias A1 - Soderer, Hannes A1 - Wille, Frank T1 - Accident-Induced Battery and Hydrogen Fires: Challenges for the Safe Transport of Packages with Dangerous Goods N2 - The transport of radioactive material is subject to stringent safety requirements defined in the IAEA regulations SSR-6 [1]. These requirements, particularly the thermal and mechanical accident conditions of transport (ACT), are rooted in studies established in the 1960s and have remained largely unchanged, especially regarding thermal boundary conditions. For many decades, the type of propulsion technology used for transporting dangerous goods has remained unchanged. In recent years, however, alternative drive technologies have made their breakthrough and are becoming increasingly established on the market. Since then, the rapid adoption of battery-electric and hydrogen-powered vehicles in heavy-duty freight and dangerous goods transport is altering the conditions under which accidents may occur. This raises a central question: Are current regulatory tests, such as the 800°C and 30-minute thermal test, still sufficiently conservative for ACT involving vehicles with alternative propulsion technologies? Battery fires pose specific challenges due to the properties of lithium-ion cells and emerging chemistries such as NMC, LFP, and NCA/LTO. Their highly flammable electrolytes, potential for thermal runaway, release of toxic gases, and long-duration or reigniting fires differ markedly from conventional fuel fires. Such behavior questions whether existing thermal test specifications adequately reflect realistic accident conditions involving electric vehicles. Hydrogen-powered vehicles introduce additional hazards. Accidental releases can form explosive mixtures, and ignitions may produce intense jet fires or explosions with high radiative heat fluxes. Near a package, these events can create thermal loads and transient pressures not fully captured by current regulatory test envelopes. Beyond peak temperatures and exposure time, parameters emphasized in IAEA SSG-26 [2], such as emissivity, absorptivity, heat flux, and fuel energy density, are critical for determining net heat input and require assessment with respect to realistic scenarios. Addressing these gaps requires a research program focused on vehicle fire scenarios and their implications for the safety assessment of packages for radioactive material. This includes developing conservative accident scenarios for various battery chemistries and performing large-scale experiments with calorimetric reference packages and instrumented setups. Notably, there are currently no experimental investigations of accidents involving transport vehicles with alternative propulsion in which the dangerous goods - the package and its loading - have been the central focus rather than the vehicle itself. A necessary research project must aim to assess the relevance of the IAEA's existing transport testing requirements regarding these new risks and, if necessary, propose changes or supplementary measures. Its methods and datasets should also support assessments for other dangerous goods, ensuring that regulatory measures continue to provide robust protection in an evolving transport landscape. T2 - International Conference on the Safe and Secure Transport of Nuclear and Radioactive Material CY - Wien, Austria DA - 23.03.2026 KW - IAEA Regulations KW - Fire Test Stand KW - Accident Scenario KW - Fire Qualification PY - 2026 SP - 1 EP - 5 PB - International Atomic Energy Agency CY - Wien AN - OPUS4-65806 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Gleim, Tobias A1 - Tazefidan, Kutlualp A1 - Wille, Frank T1 - Ai-Enhanced Documentation Analysis in Regulatory Safety Assessment of Transport Packages N2 - The transport of radioactive material requires regulatory approval based on the package type, as defined by the regulations of the International Atomic Energy Agency (IAEA). These approvals rely on comprehensive Package Design Safety Reports that evaluate mechanical, thermal, shielding, criticality and transport requirements, supported by specifications, inspections, certificates, drawings, and other technical documentations. Such safety reports contain numerous interconnected documents, and even minor changes, such as component modifications, updated material properties or revised regulations, may affect multiple sections. Although all reports follow the same regulatory framework, each package has unique design features, making every safety assessment distinct. Most documentation exists in digital form but remains largely non–machine-interpretable, limiting automated analysis of dependencies across documents. The extended synopsis argues that overcoming these limitations requires moving from simple digitization toward structured knowledge representation. A multi-stage approach begins with foundational AI technologies, including Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG), which improve information retrieval but cannot capture the full complexity of safety report interrelationships. Building Knowledge Graphs (KGs) offers the necessary next step by transforming heterogeneous, unstructured, and semi-structured documents into a connected, queryable network. KGs enable precise tracing and visualization of dependencies across datasheets, simulations, experimental results, standards, and regulatory requirements. Such structured representations would allow automatic detection of changes, propagation of effects across related documents and validation of conditions using AI-supported tools, reducing manual workload, and improving safety and consistency. Human error remains a significant factor in drafting and reviewing safety reports. A digital quality infrastructure could reduce the number of iterations and further streamline the overall process. Integrating AI into this workflow has the potential not only to optimize assessments but also to improve their robustness by increasing the interpretability of documentation and thereby enhancing overall safety. This preliminary study examines the readiness and requirements for intelligent documentation analysis systems that support regulatory compliance for transport package safety. By analysing current documentation workflows, it demonstrates how LLM-based tools can interpret complex safety reports and identify critical interdependencies, and why KG-based architectures are essential for managing these dependencies reliably. T2 - International Conference on the Safe and Secure Transport of Nuclear and Radioactive Material CY - Wien, Austria DA - 23.03.2026 KW - Knowledge Graph KW - AI KW - RAG KW - LLM PY - 2026 SP - 1 EP - 5 PB - International Atomic Energy Agency CY - Wien AN - OPUS4-65808 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Gleim, Tobias T1 - Accident-Induced Battery and Hydrogen Fires: Challenges for the Safe Transport of Packages with Radioactive Material N2 - The transport of radioactive material is subject to stringent safety requirements defined in the IAEA regulations SSR-6 [1]. These requirements, particularly the thermal and mechanical accident conditions of transport (ACT), are rooted in studies established in the 1960s and have remained largely unchanged, especially regarding thermal boundary conditions. For many decades, the type of propulsion technology used for transporting dangerous goods has remained unchanged. In recent years, however, alternative drive technologies have made their breakthrough and are becoming increasingly established on the market. Since then, the rapid adoption of battery-electric and hydrogen-powered vehicles in heavy-duty freight and dangerous goods transport is altering the conditions under which accidents may occur. This raises a central question: Are current regulatory tests, such as the 800°C and 30-minute thermal test, still sufficiently conservative for ACT involving vehicles with alternative propulsion technologies? Battery fires pose specific challenges due to the properties of lithium-ion cells and emerging chemistries such as NMC, LFP, and NCA/LTO. Their highly flammable electrolytes, potential for thermal runaway, release of toxic gases, and long-duration or reigniting fires differ markedly from conventional fuel fires. Such behavior questions whether existing thermal test specifications adequately reflect realistic accident conditions involving electric vehicles. Hydrogen-powered vehicles introduce additional hazards. Accidental releases can form explosive mixtures, and ignitions may produce intense jet fires or explosions with high radiative heat fluxes. Near a package, these events can create thermal loads and transient pressures not fully captured by current regulatory test envelopes. Beyond peak temperatures and exposure time, parameters emphasized in IAEA SSG-26 [2], such as emissivity, absorptivity, heat flux, and fuel energy density, are critical for determining net heat input and require assessment with respect to realistic scenarios. Addressing these gaps requires a research program focused on vehicle fire scenarios and their implications for the safety assessment of packages for radioactive material. This includes developing conservative accident scenarios for various battery chemistries and performing large-scale experiments with calorimetric reference packages and instrumented setups. Notably, there are currently no experimental investigations of accidents involving transport vehicles with alternative propulsion in which the dangerous goods - the package and its loading - have been the central focus rather than the vehicle itself. A necessary research project must aim to assess the relevance of the IAEA's existing transport testing requirements regarding these new risks and, if necessary, propose changes or supplementary measures. Its methods and datasets should also support assessments for other dangerous goods, ensuring that regulatory measures continue to provide robust protection in an evolving transport landscape. T2 - International Conference on the Safe and Secure Transport of Nuclear and Radioactive Material CY - Vienna, Germany DA - 23.03.2026 KW - Fire Test Stand KW - Accident Scenario KW - IAEA Regu-lations KW - Fire Qualification PY - 2026 AN - OPUS4-65807 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Gleim, Tobias T1 - Accident-Induced Battery and Hydrogen Fires: Challenges for the Safe Transport of Packages with Dangerous Goods N2 - The transport of radioactive material is subject to stringent safety requirements defined in the IAEA regulations SSR-6 [1]. These requirements, particularly the thermal and mechanical accident conditions of transport (ACT), are rooted in studies established in the 1960s and have remained largely unchanged, especially regarding thermal boundary conditions. For many decades, the type of propulsion technology used for transporting dangerous goods has remained unchanged. In recent years, however, alternative drive technologies have made their breakthrough and are becoming increasingly established on the market. Since then, the rapid adoption of battery-electric and hydrogen-powered vehicles in heavy-duty freight and dangerous goods transport is altering the conditions under which accidents may occur. This raises a central question: Are current regulatory tests, such as the 800°C and 30-minute thermal test, still sufficiently conservative for ACT involving vehicles with alternative propulsion technologies? Battery fires pose specific challenges due to the properties of lithium-ion cells and emerging chemistries such as NMC, LFP, and NCA/LTO. Their highly flammable electrolytes, potential for thermal runaway, release of toxic gases, and long-duration or reigniting fires differ markedly from conventional fuel fires. Such behavior questions whether existing thermal test specifications adequately reflect realistic accident conditions involving electric vehicles. Hydrogen-powered vehicles introduce additional hazards. Accidental releases can form explosive mixtures, and ignitions may produce intense jet fires or explosions with high radiative heat fluxes. Near a package, these events can create thermal loads and transient pressures not fully captured by current regulatory test envelopes. Beyond peak temperatures and exposure time, parameters emphasized in IAEA SSG-26 [2], such as emissivity, absorptivity, heat flux, and fuel energy density, are critical for determining net heat input and require assessment with respect to realistic scenarios. Addressing these gaps requires a research program focused on vehicle fire scenarios and their implications for the safety assessment of packages for radioactive material. This includes developing conservative accident scenarios for various battery chemistries and performing large-scale experiments with calorimetric reference packages and instrumented setups. Notably, there are currently no experimental investigations of accidents involving transport vehicles with alternative propulsion in which the dangerous goods - the package and its loading - have been the central focus rather than the vehicle itself. A necessary research project must aim to assess the relevance of the IAEA's existing transport testing requirements regarding these new risks and, if necessary, propose changes or supplementary measures. Its methods and datasets should also support assessments for other dangerous goods, ensuring that regulatory measures continue to provide robust protection in an evolving transport landscape. T2 - ASNR-BAM Workshop CY - Paris, France DA - 31.03.2026 KW - Fire Test Stand KW - Accident Scenario KW - IAEA Regu-lations KW - Fire Qualification PY - 2026 AN - OPUS4-65804 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Gleim, Tobias T1 - Ai-Enhanced Documentation Analysis in Regulatory Safety Assessment of Transport Packages N2 - The transport of radioactive material requires regulatory approval based on the package type, as defined by the regulations of the International Atomic Energy Agency (IAEA). These approvals rely on comprehensive Package Design Safety Reports that evaluate mechanical, thermal, shielding, criticality and transport requirements, supported by specifications, inspections, certificates, drawings, and other technical documentations. Such safety reports contain numerous interconnected documents, and even minor changes, such as component modifications, updated material properties or revised regulations, may affect multiple sections. Although all reports follow the same regulatory framework, each package has unique design features, making every safety assessment distinct. Most documentation exists in digital form but remains largely non–machine-interpretable, limiting automated analysis of dependencies across documents. The extended synopsis argues that overcoming these limitations requires moving from simple digitization toward structured knowledge representation. A multi-stage approach begins with foundational AI technologies, including Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG), which improve information retrieval but cannot capture the full complexity of safety report interrelationships. Building Knowledge Graphs (KGs) offers the necessary next step by transforming heterogeneous, unstructured, and semi-structured documents into a connected, queryable network. KGs enable precise tracing and visualization of dependencies across datasheets, simulations, experimental results, standards, and regulatory requirements. Such structured representations would allow automatic detection of changes, propagation of effects across related documents and validation of conditions using AI-supported tools, reducing manual workload, and improving safety and consistency. Human error remains a significant factor in drafting and reviewing safety reports. A digital quality infrastructure could reduce the number of iterations and further streamline the overall process. Integrating AI into this workflow has the potential not only to optimize assessments but also to improve their robustness by increasing the interpretability of documentation and thereby enhancing overall safety. This preliminary study examines the readiness and requirements for intelligent documentation analysis systems that support regulatory compliance for transport package safety. By analysing current documentation workflows, it demonstrates how LLM-based tools can interpret complex safety reports and identify critical interdependencies, and why KG-based architectures are essential for managing these dependencies reliably. T2 - International Conference on the Safe and Secure Transport of Nuclear and Radioactive Material CY - Vienna, Austria DA - 23.03.2026 KW - AI KW - RAG KW - LLM KW - Knowledge Graph PY - 2026 AN - OPUS4-65809 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Gleim, Tobias T1 - AI-Enhanced Documentation Analysis in Regulatory Safety Assessment of Dangerous Goods Packages N2 - The transport of radioactive material requires regulatory approval based on the package type, as defined by the regulations of the International Atomic Energy Agency (IAEA). These approvals rely on comprehensive Package Design Safety Reports that evaluate mechanical, thermal, shielding, criticality and transport requirements, supported by specifications, inspections, certificates, drawings, and other technical documentations. Such safety reports contain numerous interconnected documents, and even minor changes, such as component modifications, updated material properties or revised regulations, may affect multiple sections. Although all reports follow the same regulatory framework, each package has unique design features, making every safety assessment distinct. Most documentation exists in digital form but remains largely non–machine-interpretable, limiting automated analysis of dependencies across documents. The extended synopsis argues that overcoming these limitations requires moving from simple digitization toward structured knowledge representation. A multi-stage approach begins with foundational AI technologies, including Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG), which improve information retrieval but cannot capture the full complexity of safety report interrelationships. Building Knowledge Graphs (KGs) offers the necessary next step by transforming heterogeneous, unstructured, and semi-structured documents into a connected, queryable network. KGs enable precise tracing and visualization of dependencies across datasheets, simulations, experimental results, standards, and regulatory requirements. Such structured representations would allow automatic detection of changes, propagation of effects across related documents and validation of conditions using AI-supported tools, reducing manual workload, and improving safety and consistency. Human error remains a significant factor in drafting and reviewing safety reports. A digital quality infrastructure could reduce the number of iterations and further streamline the overall process. Integrating AI into this workflow has the potential not only to optimize assessments but also to improve their robustness by increasing the interpretability of documentation and thereby enhancing overall safety. This preliminary study examines the readiness and requirements for intelligent documentation analysis systems that support regulatory compliance for transport package safety. By analysing current documentation workflows, it demonstrates how LLM-based tools can interpret complex safety reports and identify critical interdependencies, and why KG-based architectures are essential for managing these dependencies reliably. T2 - ASNR-BAM Workshop CY - Paris, France DA - 31.03.2026 KW - AI KW - RAG KW - LLM KW - Knowledge Graph PY - 2026 AN - OPUS4-65802 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -