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Conceptually, high-precision manufacturing is a sequence of production and measurement steps, where both kinds of steps require to use non-deterministic models to represent production and measurement tolerances. This paper demonstrates how to effectively represent these manufacturing processes as Partially Observable Markov Decision Processes (POMDP) and derive an offline strategy with state-of-the-art Monte Carlo Tree Search (MCTS) approaches. In doing so, we face two challenges: a continuous observation space and explainability requirements from the side of the process engineers. As a result, we find that a tradeoff between the quantitative performance of the solution and its explainability is required. In a nutshell, the paper elucidates the entire process of explainable production planning: We design and validate a white-box simulation from expert knowledge, examine state-of-the-art POMDP solvers, and discuss our results from both the perspective of machine learning research and as an illustration for high-precision manufacturing practitioners.
Helical springs with a rectangular cross-section have been machined from sintered and grinded hollow cylinders with high geometrical precision and good reproducibility. Such springs made from tetragonal zirconia polycrystal (TZP) ceramic show excellent edge quality because of high fracture toughness and bending strength of the starting material. Hence, springs with desired geometric dimension and tailored spring constant can be manufactured for highly demanding applications at high temperatures and in harsh environments.
Prior to any practical use, application limits of springs under mechanical and thermal load have to be analyzed. Therefore, different displacement experiments were carried out on the helical TZP springs.
- Dynamic displacement tests at various temperatures from -15°C to +60°C using a piezo actor to load/unload springs with frequencies between 1 and 40 Hz: Springs remained undamaged and the spring constants were not altered, even after more than one million cycles of compression loading.
- Long-time displacement measurements under static tensile loading at room temperature with a high-precision interferometer test facility: Significant spring elongation under constant strain was surprisingly proved over a period of many hours already at room temperature.
- Creeping experiments for 48 h under static compression load at different temperatures up to 1000 °C: After cooling down and load removing no permanent length reduction of springs was observed for test temperatures up to 700 °C. However, reshaping of TZP springs by plastic deformation is possible at higher temperatures and opens up additional possibilities for spring design and manufacturing.
In accordance with IAEA SSR-6 para 306 a management system shall be established and implemented to ensure compliance with the relevant provisions of the IAEA regulations. BAM has issued an update of the guideline: the BAM-GGR 011. The new revision describes necessary quality assurance measures for design, manufacture, testing, documentation, use, maintenance and inspection of packagings for package designs requiring competent authority approval for the transport of radioactive material.
The measures can be categorised as system-related and design-related. They are independently approved and monitored by the German competent authority BAM and its authorised expert (BAM/T). The qualification of the organisation applying for the design approval certificate is reviewed in the context of the design approval procedure. The quality assurance measures for manufacture consist of three main steps. Pre-assessment of manufacturing documents such as quality plans, specifications etc., Manufacturing inspections according the pre-assessed documents and inspection before commissioning including documentation review. Periodic inspections during operation as well as relevant specifications for use and maintenance ensure that the properties specified in the approval certificate are preserved over the package life time. Special provisions for the return on
experience regarding operational feedback for design, manufacture, use, maintenance and inspection are given. Special focus shall be given here to the rearranged and meanwhile established system of manufacturing inspections. This includes more transparent roles for a) the Producers authorised inspection 11282 representative, b) the independent inspection expert (S), acting on behalf of the manufacturer with acceptance of BAM, and c) BAM or its authorised expert (BAM/T). Additional attention shall be drawn to the management of deviations during manufacturing and provisions for maintenance and periodic inspections.
In accordance with IAEA SSR-6 para 306 a management system shall be established and implemented to ensure compliance with the relevant provisions of the IAEA regulations. BAM has issued an update of the guideline: the BAM-GGR 011. The new revision describes necessary quality assurance measures for design, manufacture, testing, documentation, use, maintenance and inspection of packagings for package designs requiring competent authority approval for the transport of radioactive material.
The measures can be categorised as system-related and design-related. They are independently approved and monitored by the German competent authority BAM and its authorised expert (BAM/T). The qualification of the organisation applying for the design approval certificate is reviewed in the context of the design approval procedure. The quality assurance measures for manufacture consist of three main steps. Pre-assessment of manufacturing documents such as quality plans, specifications etc., Manufacturing inspections according the pre-assessed documents and inspection before commissioning including documentation review. Periodic inspections during operation as well as relevant specifications for use and maintenance ensure that the properties specified in the approval certificate are preserved over the package life time. Special provisions for the return on experience regarding operational feedback for design, manufacture, use, maintenance and inspection are given.
Special focus shall be given here to the rearranged and meanwhile established system of manufacturing inspections. This includes more transparent roles for a) the producers authorised inspection 11282 representative, b) the independent inspection expert (S), acting on behalf of the manufacturer with acceptance of BAM, and c) BAM or its authorised expert (BAM/T). Additional attention shall be drawn to the management of deviations during manufacturing and provisions for maintenance and periodic inspections.
The book „Electropolishing“ by M. Buhlert is dealing with the electrolytic brightening, smoothing and deburring of technical materials like steel, copper, brass, aluminum, titanium and magnesium. The book content covers the basics and the main influencing parameters of the electropolishing process and provides detailed and application orientated procedure information for technical relevant materials.
After a brief introduction into the topic of electrolytic polishing in the first chapter, the author gives a detailed description of the basic electrochemical reaction mechanisms in the second chapter. The reader will also be informed about the physical and chemical parameters, which control the electrochemical removal process. Additionally, the author reports about the advantages and disadvantages of electropolishing.
The third chapter provides a detailed insight into the influencing manufacturing parameters affecting the results of the electropolishing process. Distinct aspects of the manufacturing e.g. workpiece preparation, electrolyte composition, polishing time, electrolyte temperature and alloy compositions will be discussed in detail by the author.
In the fourth and fifth chapter, the author gives useful hints and information about the parameter variation and the suitable handling of hull cells for the optimization of the removal process, followed by a particular overview about material specific electrolyte mixtures for common-used technical metals and alloys, like steel, aluminum, brass, magnesium, copper and titanium.
The sixth chapter of the book provides many selected manufacturing results and investigations on electropolishing of different metals and alloys, which allows the reader the opportunity to develop a systematic understanding of the topic and to adopt the knowledge on the optimization of his own electropolishing process.
Finally, the book concludes with a brief chapter about some remarks with respect to the work safety and environmental efforts.
In summary, this book contains a very detailed and clear arranged overview about the electropolishing method for the surface optimization process. For this reason, it is a suitable and useful lecture for people, which want to take an in depth look into the topic in order to start using this method or are interested in optimize their existing electropolishing processes.
During manufacturing and production processes of pyrotechnic compositions, semi-finished devices and regular pyrotechnic articles an inadvertent reaction or even explosion cannot be fully excluded. The optimization of the design of the involved single work processes can only reduce the risk of such a scenario. For doing so, one must consider the respective properties regarding thermal, mechanical, chemical and electrostatic sensitivities of the compositions being processed. One major key parameter in reducing the risks of such an event is to minimize the consequences, if the likelihood of this event cannot be further reduced.
Minimizing the consequences in cases of unintended explosions during production processes comprises of construction measures regarding buildings (different walls, orientation etc.), increasing safety distances to other buildings, and lowering the maximum net explosive masses and the number of people per room or production process.
Important criteria for defining and setting protection measures are the so-called ‘hazard groups’ (in German ‘Gefahrgruppen’), net explosive masses and the main impacts or hazards (such as blast pressure, heat/radiation and debris).
This paper aims at presenting some approaches used in Germany to minimize the impacts of possible reactions or inadvertent explosions during production processes of pyrotechnic compositions and articles in work spaces. This includes also the determination of safety distances and discussions on reducing thermal impacts.
What does GD-OES reveal about the aging and manufacturing processes of lithium-ion batteries?
(2024)
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.