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Artificial Intelligence (AI) can potentially transform many aspects of modern society in various ways, including automation of tasks, personalization of products and services, diagnosis of diseases and their treatment, transportation, safety, and security in public spaces, etc. Recently, AI technology has been transforming the financial industry, offering new ways to analyse data and automate processes, reduce costs, increase efficiency, and provide more personalized services to customers. However, it also raised important ethical and regulatory questions that need to be addressed by the industry and society as a whole. The aim of the Erasmus+ project Transversal Skills in Applied Artificial Intelligence - TSAAI (KA220-HED - Cooperation Partnerships in higher education) has been to establish a training platform that will incorporate teaching guidelines based on a curriculum covering different areas of application of AI technology. In this work, we will focus on applying AI models in the financial and insurance sectors.
The Bluetooth community is in the process to develop mesh technology. This is highly promising as Bluetooth is widely available in Smart Phones and Tablet PCs, allowing an easy access to the Internet of Things. In this paper work, we investigate the performance of Bluetooth enabled mesh networking that we performed to identify the strengths and weaknesses. A demonstrator for this protocol has been implemented by using the Fruity Mesh protocol implementation. Extensive test cases have been executed to measure the performance, the reliability, the power consumption and the delay. For this, an Automated Physical Testbed (APTB), which emulates the physical channels has been used. The results of these measurements are considered useful for the real implementation of Bluetooth; not only for home and building automation, but also for industrial automation.
Die Wichtigkeit des Faches FEM ist sicher unumstritten. Um in der gegebenen Zeit eine ausreichende Einarbeitung in die Methode und die Uebung am Rechner durchfuehren zu koennen, ist der Einsatz eines auf PC lauffaehigen FE-Lernprogramms eine gute Hilfe. Sind die Grundlagen da, weiss der Student, welche Eingaben bei einem FE-Programm zu machen sind. Fuer manche Fachgebiete genuegt schon die Arbeit mit einem solchen Programm. Sind entsprechende Uebungen mit dem Lernprogramm erfolgt, kann auf professionellen Programmen wie z.B. CAEDS das Zusammenspiel CAD/FEM ernsthaft betrieben werden. Es sollte ein Fachsemester ausgesucht werden, in dem CAD und FE angeboten wird. Dieses Fachsemester sollte, um den Nutzen der FEM in moeglichst vielen Fachgebieten zu haben, zum Ende des Grundstudiums, spaetestens aber zu Beginn des Hauptstudiums liegen.
Vom Tragverhalten und von der Geometrie (eben oder gekrümmt, linien- oder flächenhaft ausgeprägt) her unterscheidet man Sandwich-Balken, Sandwich-Platten, -Scheiben und -Schalen. Im Normalfall hat man ein Zusammenwirken aus drei Schichten: Den zug- bzw. druckaufnehmenden Deckschichten und der schubbelasteten Kernschicht. Die Klebverbindung von Kern- und der jeweiligen Deckschicht hat mindestens die kraftübertragende Eigenschaft der schwächsten Schicht (d.h. der Schicht mit dem kleinsten E-Modul) aufzuweisen. Dies ist in der Regel die Kernschicht. Diese Eigenschaft der Verklebung muss über die Lebensdauer des Tragwerkes erhalten bleiben. Bei rein statischer Belastung sind die Verklebung in ihrer Zeitfestigkeit und das Lastkriechen der schubaufnehmenden Kernschicht zu beachten. Bei dynamischer Belastung sind die entsprechenden Wöhler-Kurven zu beachten. Viele Klebstoffe sind dynamisch belastbar. Wenn man die Festigkeits- und Steifigkeitsberechnung durchführen möchte, kann die so genannte exakte Berechnungsmethode über gekoppelte partielle Differenzialgleichungen zum Ziel führen. Neben der Berechnung der Verformungen und Spannungen infolge Platten- und Scheibenwirkung kommen bei hochbelasteten gekrümmten Sandwich-Bauteilen auch die Koppelgleichungen von Platte und Scheibe zur Schale hinzu. Außerdem kommt bei dünnen, unter Druck stehenden Deckschichten die Abschätzung der Knitterspannungen hinzu, die ja nach der Bettung der Deckschicht auf der Kernschicht weitestgehend von der Dehnsteifigkeit der Kernschicht abhängt. Seit den 60-er Jahren hat sich die Finite-Elemente-Methode als eine computergestützte Berechnungsmethode etabliert, die zwar als Näherungsmethode definiert ist aber eine hervorragende Genauigkeit in der Spannungs- und Steifigkeitsberechnung bietet.
Клиновые акустические волны в твёрдом те-ле — это третий фундаментальный тип волн, после объёмных и поверхност-ных волн, импульсы которых распространяются без изменений своих форм (дисперсия отсутствует). Систему упругого клина можно получить из систе-мы упругого полупространства, “разрезав” его вдоль некоторой плоскости, а систему упругого полупространства можно получить из распределённой в пространстве упругой среды тем же методом, поэтому связи между поверх-ностными и объёмными волнами должны во многом повторяться при рас-смотрении клиновых и поверхностных волн. Например, существование быст-рых псевдоповерхностных волн в системе упругого полупространства, излу-чающих энергию при распространении в объёмные волны, имеет свой аналог и для системы упругого клина: совсем недавно были открыты псевдоклино-вые волны, излучающие как объёмные, так и поверхностные волны по мере своего распространения. С другой стороны, в этой же последовательности объёмных, поверхностных и клиновых волн должны выделяться и отличи-тельные особенности. Если поверхностные волны отличаются от объёмных волн тем, что они локализованы на двухмерной поверхности (объёмные вол-ны являются нелокализованными), то клиновые волны локализованы вдоль одномерной поверхности (линии) — кромки клина. Клиновые волны — это волноводные акустические волны, которые распространяются без дифракци-онных потерь, а также они не обладают дисперсией, поскольку в системе бесконечного упругого клина нет ни одного параметра размерности длины.
В заключении приведены основные результаты работы, которые со-стоят в следующем:
1. С помощью метода функций Лагерра была построена функция динами-ческого отклика на импульсный линейный источник (функция Грина) для задачи Лэмба в полупространстве, а также были изучены вопросы о сходимости и устойчивости данного построения. Было показано, что в предельном случае построенная функция динамического отклика совпа-дает с классической функцией Грина для этой задачи.
2. На основе результатов предыдущего пункта была построена функция Грина для упругого клина (и функция плотности состояния на кром-ке, совпадающая с диагональными компонентами функции Грина), с по-мощью которой удалось идентифицировать импульсы псевдоклиновых волн на экспериментальных кривых.
3. Для определённых клиновых конфигураций в анизотропных упругих средах (тетрагональных кристаллах) удалось получить критерий суще-ствования клиновых волн на основе характеристик поверхностных волн, распространяющихся на гранях исследуемых конфигураций, а также в некоторых случаях удалось классифицировать клиновые волны по типу симметрии.
4. Была разработана теория, описывающая формы импульсов клиновых волн при различных режимах генерации: абляционном и термоупругом.
5. Для клиновых волн была представлена нелинейная теория второго по-рядка. Были проведены численные расчёты функции ядра эволюцион-ного уравнения клиновых волн для кремниевых клиньев с одной гранью, совпадающей с поверхностью (111) (поверхность скола), и с произволь-ной ориентацией второй грани.
6. Были описаны фундаментальные отличия нелинейных линовых волн от нелинейных объёмных и поверхностных волн, а также было проведено численное моделирование эволюции импульса клиновых волн, которое показало соответствие теории эксперименту.
7. Получены решения солитонного типа для клиновых волн. Рассмотрены взаимодействия солитонов и свойства солитонного распада.
A laser-operated, angle-tunable transducer was employed to excite selectively elastic waves guided along the apex of a solid wedge. The propagation of wedge waves at anisotropic monocrystalline silicon edges with different symmetry properties was studied by optical detection. The reduced symmetry in crystals, as compared to isotropic media, causes a number of new features, such as the existence of supersonic leaky wedge waves, tilted spatial pulse profiles, and other peculiarities of their localization. Experimental and theoretical results are presented for three different types of symmetry configurations: the wedge symmetric about its midplane, the wedge symmetric about the plane normal to its apex line, and the wedge symmetric about one of its faces. The experiments include accurate measurements of the phase velocity and the wave field distribution, providing information on localization and coupling of wedge waves with other waves. Theoretically, the wedge waves were treated by the Laguerre function method, extended to modes that are not localized at the tip of the wedge. This approach allowed an accurate description of the observed localized and leaky wedge waves in anisotropic wedges.
Nonlinear acoustic waves are considered that have displacements localized at the tip of an elastic wedge. The evolution equation governing their propagation is discussed and compared with its analogues pertaining to nonlinear acoustic surface and bulk waves. Solitary wave solutions of the evolution equation have been determined numerically for the cases of two rectangular edges which may be viewed as generated by splitting a half-space, consisting of crystalline silicon, into two quarter-spaces. For these two geometries, the kernel in the nonlinear terms of the evolution equation has been calculated from the second-order and third-order elastic constants of silicon, and weak dispersion due to tip truncation has been considered. Solitary pulse shapes have been computed and collisions of solitary pulses have been simulated for various relative speeds of the two collision partners. Collision scenarios for the two wedge geometries were found to differ considerably. Special attention is paid to the peculiar interaction of two initially identical solitary pulses.
Surface acoustic waves are propagated toward the edge of an anisotropic elastic medium (a silicon crystal), which supports leaky waves with a high degree of localization at the tip of the edge. At an angle of incidence corresponding to phase matching with this leaky wedge wave, a sharp peak in the reflection coefficient of the surface wave was found. This anomalous reflection is associated with efficient excitation of the leaky wedge wave. In laser ultrasound experiments, surface acoustic wave pulses were excited and their reflection from the edge of the sample and their partial conversion into leaky wedge wave pulses was observed by optical probe-beam deflection. The reflection scenario and the pulse shapes of the surface and wedge-localized guided waves, including the evolution of the acoustic pulse traveling along the edge, have been confirmed in detail by numerical simulations.
Among the various types of guided acoustic waves, acoustic wedge waves are non-diffractive and non-dispersive. Both properties make them susceptible to nonlinear effects. Investigations have recently been focused on effects of second-order nonlinearity in connection with anisotropy. The current status of these investigations is reviewed in the context of earlier work on nonlinear properties of two-dimensional guided acoustic waves, in particular surface waves. The role of weak dispersion, leading to solitary waves, is also discussed. For anti-symmetric flexural wedge waves propagating in isotropic media or in anisotropic media with reflection symmetry with respect to the wedge’s mid-plane, an evolution equation is derived that accounts for an effective third-order nonlinearity of acoustic wedge waves. For the kernel functions occurring in the nonlinear terms of this equation, expressions in terms of overlap integrals with Laguerre functions are provided, which allow for their quantitative numerical evaluation. First numerical results for the efficiency of third-harmonic generation of flexural wedge waves are presented.
In numerical calculations, guided acoustic waves, localized in two spatial dimensions, have been shown to exist and their properties have been investigated in three different geometries, (i) a half-space consisting of two elastic media with a planar interface inclined to the common surface, (ii) a wedge made of two elastic media with a planar interface, and (iii) the free edge of an elastic layer between two quarter-spaces or two wedge-shaped pieces of a material with elastic properties and density differing from those of the intermediate layer.
For the special case of Poisson media forming systems (i) and (ii), the existence ranges of these 1D guided waves in parameter space have been determined and found to strongly depend on the inclination angle between surface and interface in case (i) and the wedge angle in case (ii). In a system of type (ii) made of two materials with strong acoustic mismatch and in systems of type (iii), leaky waves have been found with a high degree of spatial localization of the associated displacements, although the two materials constituting these structures are isotropic.
Both the fully guided and the leaky waves analyzed in this work could find applications in non-destructive evaluation of composite structures and should be accounted for in geophysical prospecting, for example.
A critical comparison is presented of the two computational approaches employed, namely a semi-analytical finite element scheme and a method based on an expansion of the displacement field in a double series of special functions.
Propagation of acoustic waves is considered in a system consisting of two stiff quarter-spaces connected by a planar soft layer. The two quarter-spaces and the layer form a half-space with a planar surface. In a numerical study, surface waves have been found and analyzed in this system with displacements that are localized not only at the surface, but also in the soft layer. In addition to the semi-analytical finite element method, an alternative approach based on an expansion of the displacement field in a double series of Laguerre functions and Legendre polynomials has been applied.
It is shown that a number of branches of the mode spectrum can be interpreted and remarkably well described by perturbation theory, where the zero-order modes are the wedge waves guided at a rectangular edge of the stiff quarter-spaces or waves guided at the edge of a soft plate with rigid surfaces.
For elastic moduli and densities corresponding to the material combination PMMA–silicone–PMMA, at least one of the branches in the dispersion relation of surface waves trapped in the soft layer exhibits a zero-group velocity point.
Potential applications of these 1D guided surface waves in non-destructive evaluation are discussed.
DEM–FEA estimation of pores arrangement effect on the compressive Young’s modulus for Mg foams
(2015)
This work reports the study of the effect of the pore arrangement on the compressive behavior of Mg foams with regular pore size and porosities ranging from 25% to 45%. Pore arrangements were modeled using Finite Element Analysis (FEA), with random and ordered models, and compared to the estimations obtained for a previous work. The coordinates of the random pore arrangements were firstly generated using Discrete Element Method (DEM), and used in a second stage for modeling the pores by FEA. Estimations were also compared to the experimental results for Mg foams obtained by means of powder metallurgy. Results show important drops in the Young’s moduli as the porosity increases for both, experimental results and FEA estimations. Estimations obtained using ordered pore arrangements presented significant differences when compared to the estimations acquired from models with random arrangements. The randomly arranged models represent more accurately the real topologies of the experimental metallic foams. The Young’s moduli estimated using these models were in excellent agreement with the experiments, whilst the estimations obtained using ordered models presented relative errors significantly higher. The importance of the use of more realistic FEA models for improving the predicting ability of this method was probed, for the study of the mechanical properties of metallic foams.
Fused Filament Fabrication (FFF) is a widespread additive manufacturing technology, mostly in the field of printable polymers. The use of filaments filled with metal particles for the manufacture of metallic parts by FFF presents specific challenges regarding debinding and sintering. For aluminium and its alloys, the sintering temperature range overlaps with the temperature range of thermal decomposition of many commonly used “backbone” polymers, which provide stability to the green parts. Moreover, the high oxygen affinity of aluminium necessitates the use of special sintering regimes and alloying strategies. Therefore, it is challenging to achieve both low porosity and low levels of oxygen and carbon impurities at the same time. Feedstocks compatible with the special requirements of aluminium alloys were developed. We present results on the investigation of debinding/sintering regimes by Fourier Transform Infrared spectroscopy (FTIR) based In-Situ Process Gas Analysis and discuss optimized thermal treatment strategies for Al-based FFF.
Biodegradable metals have entered the implant market in recent years, but still do not show fully satisfactory degradation behaviour and mechanical properties. In contrast, it has been shown that pure molybdenum has an excellent combination of the required properties in this respect. We report on PM based screen printing of thin-walled molybdenum tubes as a processing step for medical stent manufacture. We also present data on the in vivo degradation and biocompatibility of molybdenum. The degradation of molybdenum wires implanted in the aorta of rats was evaluated by SEM and EDX. Biocompatibility was assessed by histological investigation of organs and analysis of molybdenum levels in tissue extracts and body fluids. Degradation rates of up to 13.5 μm/y were observed after 12 months. No histological changes or elevated molybdenum levels in organ tissues were observed. In summary, the results further underline that molybdenum is a highly promising biodegradable metallic material.
Encapsulant-free N.I.C.E. modules have strong ecological advantages compared to conventional laminated modules but suffer generally from lower electrical performance. Via long-term outdoor monitoring of fullsize industrial modules of both types with identical solar cells, we investigated if the performance difference remains constant over time and which parameters influence its value. After assessing about a full year’s data, two obvious levers for N.I.C.E. optimization are identified: The usage of textured glass and transparent adhesives on the module rear side. Also, the performance loss could be alleviated using tracking systems due to lower AOI values. Our measurements show additionally that N.I.C.E. module surfaces are in average about 2.5°C cooler compared to laminated modules. With these findings, we lay out a roadmap to reduce today’s LIV gap of about 5%rel by different optimizations.
There are some existing Java benchmarks, application benchmarks as well as micro benchmarks or mixture both of them,such as: Java Grande, Spec98, CaffeMark, HBech, etc. But none of them deal with behaviors of multi tasks operating systems. As a result, the achieved outputs are not satisfied for performance evaluation engineers. Behaviors of multi tasks operating systems are based on a schedule management which is employed in these systems. Different processes can have different priority to share the same resources. The time is measured by estimating from applications started to it is finished does not reflect the real time value which the system need for running those programs. New approach to this problem should be done. Having said that, in this paper we present a new Java benchmark, named FHOJ benchmark, which directly deals with multi tasks behaviors of a system. Our study shows that in some cases, results from FHOJ benchmark are far more reliable in comparison with some existing Java benchmarks.
Lithium-ion batteries exhibit a well-known trade-off between energy and power, which is problematic for electric vehicles which require both high energy during discharge (high driving range) and high power during charge (fast-charge capability). We use two commercial lithium-ion cells (high-energy [HE] and high-power) to parameterize and validate physicochemical pseudo-two-dimensional models. In a systematic virtual design study, we vary electrode thicknesses, cell temperature, and the type of charging protocol. We are able to show that low anode potentials during charge, inducing lithium plating and cell aging, can be effectively avoided either by using high temperatures or by using a constant-current/constant-potential/constant-voltage charge protocol which includes a constant anode potential phase. We introduce and quantify a specific charging power as the ratio of discharged energy (at slow discharge) and required charging time (at a fast charge). This value is shown to exhibit a distinct optimum with respect to electrode thickness. At 35°C, the optimum was achieved using an HE electrode design, yielding 23.8 Wh/(min L) volumetric charging power at 15.2 min charging time (10% to 80% state of charge) and 517 Wh/L discharge energy density. By analyzing the various overpotential contributions, we were able to show that electrolyte transport losses are dominantly responsible for the insufficient charge and discharge performance of cells with very thick electrodes.
Most machine learning methods require careful selection of hyper-parameters in order to train a high performing model with good generalization abilities. Hence, several automatic selection algorithms have been introduced to overcome tedious manual (try and error) tuning of these parameters. Due to its very high sample efficiency, Bayesian Optimization over a Gaussian Processes modeling of the parameter space has become the method of choice. Unfortunately, this approach suffers from a cubic compute complexity due to underlying Cholesky factorization, which makes it very hard to be scaled beyond a small number of sampling steps. In this paper, we present a novel, highly accurate approximation of the underlying Gaussian Process. Reducing its computational complexity from cubic to quadratic allows an efficient strong scaling of Bayesian Optimization while outperforming the previous approach regarding optimization accuracy. First experiments show speedups of a factor of 162 in single node and further speed up by a factor of 5 in a parallel environment.
Objective: To quantify the effect of inhaled 5% carbon-dioxide/95% oxygen on EEG recordings from patients in non-convulsive status epilepticus (NCSE).
Methods: Five children of mixed aetiology in NCSE were given high flow of inhaled carbogen (5% carbon dioxide/95% oxygen) using a face mask for maximum 120s. EEG was recorded concurrently in all patients. The effects of inhaled carbogen on patient EEG recordings were investigated using band-power, functional connectivity and graph theory measures. Carbogen effect was quantified by measuring effect size (Cohen's d) between "before", "during" and "after" carbogen delivery states.
Results: Carbogen's apparent effect on EEG band-power and network metrics across all patients for "before-during" and "before-after" inhalation comparisons was inconsistent across the five patients.
Conclusion: The changes in different measures suggest a potentially non-homogeneous effect of carbogen on the patients' EEG. Different aetiology and duration of the inhalation may underlie these non-homogeneous effects. Tuning the carbogen parameters (such as ratio between CO2 and O2, duration of inhalation) on a personalised basis may improve seizure suppression in future.
Konstrukteure im Maschinenbau stehen häufig vor der Problemstellung, hochfest vorgespannte Schraubenverbindungen und einen durchgehenden Korrosionsschutz zu vereinen. Die Normen und Richtlinien bieten hierzu Stand heute keine ausreichenden Antworten. Die Hochschule Offenburg befasst sich im Rahmen einer industriellen Gemeinschaftsforschung mit der Fragestellung, welchen Einfluss organische Beschichtungen auf die Vorspannkraft insbesondere bei erhöhten Umgebungstemperaturen haben. In dieser Arbeit werden die ersten Ergebnisse zum Einfluss der Einzelschichtstärke des Beschichtungssystems präsentiert.
A printed electronics technology has the advantage of additive and extremely low-cost fabrication compared with the conventional silicon technology. Specifically, printed electrolyte-gated field-effect transistors (EGFETs) are attractive for low-cost applications in the Internet-of-Things domain as they can operate at low supply voltages. In this paper, we propose an empirical dc model for EGFETs, which can describe the behavior of the EGFETs smoothly and accurately over all regimes. The proposed model, built by extending the Enz-Krummenacher-Vittoz model, can also be used to model process variations, which was not possible previously due to fixed parameters for near threshold regime. It offers a single model for all the operating regions of the transistors with only one equation for the drain current. Additionally, it models the transistors with a less number of parameters but higher accuracy compared with existing techniques. Measurement results from several fabricated EGFETs confirm that the proposed model can predict the I-V more accurately compared with the state-of-the-art models in all operating regions. Additionally, the measurements on the frequency of a fabricated ring oscillator are only 4.7% different from the simulation results based on the proposed model using values for the switching capacitances extracted from measurement data, which shows more than 2× improvement compared with the state-of-the-art model.
Printed Electronics technology is a key-enabler for smart sensors, soft robotics, and wearables. The inkjet printed electrolyte-gated field effect transistor (EGFET) technology is a promising candidate for such applications due to its low-power operation, high field-effect mobility, and on-demand fabrication. Unlike conventional silicon-based technologies, inkjet printed electronics technology is an additive manufacturing process where multiple layers are printed on top of each other to realize functional devices such as transistors and their interconnections. Due to the additive manufacturing process, the technology has limited routing layers. For routing of complex circuits, insulating crossovers are printed at the intersection of routing paths to isolate them. The crossover can alter the electrical properties of a circuit based on specific location on a routing path. In this work, we propose a crossover-aware placement and routing (COPnR) methodology for inkjet-printed circuits by integrating the crossover constraints in our design framework. Our proposed placement methodology is based on a state-of-the-art evolutionary algorithm while the routing optimization is done using a genetic algorithm. The proposed methodology is compared with the industrial standard placement and routing (PnR) tools. On average, the proposed methodology has 38% fewer crossovers and 94% fewer failing paths compared to the industrial PnR tools applied to printed circuit designs.
Printed Electronics is perceived to have a major impact in the fields of smart sensors, Internet of Things and wearables. Especially low power printed technologies such as electrolyte gated field effect transistors (EGFETs) using solution-processed inorganic materials and inkjet printing are very promising in such application domains. In this paper, we discuss a modeling approach to describe the variations of printed devices. Incorporating these models and design flows into our previously developed printed design system allows for robust circuit design. Additionally, we propose a reliability-aware routing solution for printed electronics technology based on the technology constraints in printing crossovers. The proposed methodology was validated on multiple benchmark circuits and can be easily integrated with the design automation tools-set.
Die Ziele des Projekts waren die Einführung der Zellseparations-Technik „Feldfluss-Fraktionierung“ (FFF) zur Analyse und Fraktionierung von Hefezellen zur Weinherstellung, sowie deren Weiterentwicklung und Optimierung für den Praxiseinsatz, insbesondere Auswahl einer einfachen FFF-Variante, Vereinfachung und Kostenoptimierung, um ein für Weinbaubetriebe erschwingliches FFF-Gerät anbieten zu können. Des Weiteren sollten FFF-Techniken als online Überwachung während des Wein-Fermentationsprozesses untersucht werden. Zur Qualitätsüberwachung war es wünschenswert unerwünschte Veränderungen während des Fermentationsprozesses frühzeitig erkennen zu können, um dann zur Qualitätsoptimierung gezielte Maßnahmen gegen unerwünschte Veränderungen vornehmen zu können. Das Projekt war auch dafür gedacht als Modell-Charakter bzw. als Pilotprojekt für andere auf dem Gärungswege durch Mikroorganismen hergestellte Produkte im Lebensmittel- oder biotechnologischen Bereich zu dienen.
Verfassen guter Texte
(2023)
Wer Texte für seinen Internetauftritt schreibt, möchte, dass diese auch gelesen werden. Doch Lesende sind ungeduldig, insbesondere am Monitor. Fasziniert man sie nicht in den ersten Sekunden, springen sie ab. Erfahren Sie hier, welche stilistischen Regeln Journalistinnen und Journalisten nutzen, um die Aufmerksamkeit ihrer Leser- oder Hörerschaft zu gewinnen und Texte mit wenig Aufwand zu perfektionieren. Ein paar Besonderheiten gelten auch für den Aufbau. Ein Schwerpunkt des Kapitels liegt auf dem Teaser, den ersten Zeilen, die in den Text locken sollen, sowie der Headline. Häufig ist es jedoch nicht der Text, der die Aufmerksamkeit der User fesselt, sondern ein Foto, idealerweise mit einer informativen Bildunterschrift. Zahlreiche Beispiele aus dem journalistischen Alltag machen das Beschriebene anschaulich. Als Zugabe informiert die Autorin Sie über die Bedeutung des Nutzwerts und attraktive Anlässe für eine Veröffentlichung.
The paper describes the methodology and experimental results for revealing similarities in thermal dependencies of biases of accelerometers and gyroscopes from 250 inertial MEMS chips (MPU-9250). Temperature profiles were measured on an experimental setup with a Peltier element for temperature control. Classification of temperature curves was carried out with machine learning approach.
A perfect sensor should not have thermal dependency at all. Thus, only sensors inside the clusters with smaller dependency (smaller total temperature slopes) might be pre-selected for production of high accuracy inertial navigation modules. It was found that no unified thermal profile (“family” curve) exists for all sensors in a production batch. However, obviously, sensors might be grouped according to their parameters. Therefore, the temperature compensation profiles might be regressed for each group. 12 slope coefficients on 5 degrees temperature intervals from 0°C to +60°C were used as the features for the k-means++ clustering algorithm.
The minimum number of clusters for all sensors to be well separated from each other by bias thermal profiles in our case is 6. It was found by applying the elbow method. For each cluster a regression curve can be obtained.
Frühwarnsysteme
(2018)
Die Verarbeitung analoger Signale durch digitale Techniken ist durch die enorme Leistungsfähigkeit der Prozessoren zwischenzeitlich zum Standard geworden. Eine hinreichende Genauigkeit der digitalen Verarbeitung kann durch Wahl der notwendigen Wortbreite relativ einfach bewerkstelligt werden, wobei der Aufwand mit zunehmender Wortbreite linear, teilweise auch quadratisch steigt. Zum Flaschenhals in der Verarbeitung wird aber häufig die Wandlung der analog vorliegenden Signale in digitale Signale, ebenso die Rückwandlung der digitalen Signale in analoge Spannungs- oder Stromverläufe. Der Aufwand für diese teils analogen, teils digitalen Systeme steigt oft exponentiell mit der geforderten Genauigkeit bzw. Auflösung der Systeme und erfordert in konventioneller Technik bei hoher Auflösung aufwendige Maßnahmen auf dem Chip. Oversampling- und Rauschfärbungs-Methoden sind in der Verarbeitung von Audio-Signalen schon seit langem probate Mittel, um die Auflösung mit moderatem Aufwand zu erhöhen. Derartige Techniken werden zwischenzeitlich auch gerne im Bereich der Antriebstechnik, wo die Anforderungen an die erforderliche Positioniergenauigkeit zunehmen, eingesetzt. Ziel des Vortrags ist eine leicht verständliche Einführung in die Themengebiete der Überabtastung und der Rauschfärbung und ihre Anwendung im Hinblick auf Rundungsvorgänge im digitalen Bereich, in D/A-Wandlern und A/D-Wandlern vom Delta-Sigma-Typ.
This paper gives an overview of the implementation of an Active Noise Control system on the TMS320C6713 Digital Signal Processor from Texas Instruments in the Digital Signal Processing Lab at Hochschule Offenburg, Germany. This system is implemented considering some non-ideal environmental conditions on a real system instead of being limited to computer simulations. Changes over time on the physical acoustical path as well as reverberation and variation on the power of the reference signal can strongly degrade the performance of the system or even lead to instability. In order to try to minimize these effects, the Active Noise Control system was designed to support a fast and easy implementation and evaluation of different algorithms on the DSP in real-time. In Section 1 a brief introduction about active noise control system is given and in section 2 the basic algorithm is described. In section 3 the implementation of the system is described and in section 4 some final considerations are given.
In this paper, the influence of the material hardening behavior on plasticity-induced fatigue crack closure is investigated for strain-controlled loading and fully plastic, large-scale yielding conditions by means of the finite element method. The strain amplitude and the strain ratio are varied for given Ramberg–Osgood material properties representing materials with different hardening behavior. The results show a pronounced influence of the hardening behavior on crack closure, while no significant effect is found from the considered strain amplitude and strain ratio. The effect of the hardening behavior on the crack opening stress cannot be described by existing crack opening stress equations.
Im folgenden Beitrag wird ein programmierbarer Logikbaustein vorgestellt, der zur Datensicherung erforderlich ist, wenn eine CCD-Linearkamera über eine längere Leitung an einen PC angeschlossen werden soll. Damit die Verbindung zum PC sehr lang werden kann, sollen die Meßdaten bitseriell über einen Lichtwellenleiter übertragen werden. Der geringe zur Verfügung stehende Einbauraum in der Kamera faßt die erforderliche Digitalisier- und Codierschaltung auf einem LCA-Chip zusammen.
Adsorption of N2 and CO2 on Activated Carbon, AlO(OH) Nanoparticles, and AlO(OH) Hollow Spheres
(2015)
Adsorption behaviors of nitrogen and CO2 on Norit R1 Extra and AlO(OH) nanoparticles and hollow spheres were measured under different temperature and pressure conditions using a magnetic suspension balance. Independent from the substrate investigated, all isotherms increase at lower pressure, reach a maximum, and then decrease with increasing pressure. In addition, selected experimental data were correlated with different model approaches and compared with reliable literature data. In case of CO2 on AlO(OH), capillary condensation was observed at two defined temperatures. The results suggest that the conversion of the liquid into a supercritical adsorbate phase does not take place suddenly.
Die voranschreitende Digitalisierung ist ein Enabler für Business Analytics wodurch sich wiederum ein weiteres Innovationspotenzial durch dessen Nutzung in der datengetriebenen betrieblichen Entscheidungsunterstützung ergibt. Die Herausforderung besteht nun darin, bereits bei der Planung eines Digitalisierungsprojektes das Potenzial für weitergehende Business Analytics-Anwendungen zu erkennen, um dieses auszuschöpfen. Dabei spielen weniger die Methodenspezialisten, sondern eher die Entscheider in den Fachabteilungen die zentrale Rolle.
Das Buch enthält Fallstudien zur deskriptiven und induktiven Statistik, welche auf die Bachelor-Ausbildung in der Betriebswirtschaft ausgerichtet sind. Für die fachlichen Grundlagen wird auf eine prägnante Liste einschlägiger Werke verwiesen. Ziel der Fallstudien ist es, den gesamten in einer Lehrveranstaltung erlernten Stoff adäquat anzuwenden. Hiermit soll ein fundiertes, nachhaltiges Gesamtverständnis erreicht und die Einübung von Transfers realisiert werden. Den Fallstudien liegen, zum Download vorgehaltene, realistische Datensets in einem Umfang zugrunde, der die Anwendung von Unterstützungssystemen erforderlich macht. Dazu ist die Verwendung von Microsoft Excel vorgesehen. In jeder Fallstudie werden sukzessive Lösungshinweise angeboten, um einen möglichst großen Lerneffekt zu erzielen. Das Lehrbuch richtet sich in erster Linie an Studierende in der Examensvorbereitung und kann auch als Klausurenkurs genutzt werden. Einzelne Fallstudien können aber auch veranstaltungsbegleitend zum Abschluss eines Themenbereiches, wie z. B. der deskriptiven Statistik bearbeitet werden.
Machine Learning (ML) als das aktuell wohl am meisten diskutierte Teilgebiet von Künstlicher Intelligenz (KI) verspricht und realisiert bereits sinnvolle Unterstützung u.a. beim autonomen Fahren, der Predictive Maintenance, der Verbrechensvorbeugung, dem Zusammenführen von Angebot und Nachfrage durch Empfehlungslisten oder im Kundenservice mit Softbots.1 All diesen Anwendung ist letztlich gemeinsam, dass Entscheidungen zu treffen sind, und zwar möglichst rational vor dem Hintergrund von subjektiven Präferenzsystemen und den in Betracht gezogenen Handlungsalternativen. Die Entscheidungsgegenstände betreffen Fragen, wann ein Fahrzeug leicht abgebremst werden soll, in welcher Gegend schwerpunktmäßig Polizeipräsenz gezeigt werden soll oder wann eine Maschine gewartet werden soll.
Automotive service suppliers are keen to invent products that help to reduce particulate matter pollution substantial, but governance worldwide are not yet ready to introduce this retrofitting of helpful devices statutory. To develop a strategy how to introduce these devices to the market based on user needs is the objective of our research. The contribution of this paper is three-fold: we will provide an overview of the current options of particulate matter pollution solutions (I). This corpus is used to come to a more precise description of the specific needs and wishes of target groups (II). Finally, a representative empirical study via social media channels with German car owners will help to develop a strategy to introduce retrofit devices into the German market (III).
A car is only useful, when it runs properly – but keeping a car it running is getting more and more complex. Car service providers need a deep knowledge about technical details of the different car models. On the other hand car producers try to keep this information in their ownership. Digital data collection takes place every second on the car´s product life cycle and is stored on the car producers´ servers. The contribution of this paper is three-fold: we will provide an overview of the current concepts of intelligent order assistant technologies (I). This corpus is used to come to a more precise description of the specific service performance aspects (II). Finally, a representative empirical study with German motor mechanics will help to evaluate the wishes and needs regarding an intelligent order assistant in the garage (III).
Components of rocket engines as actively cooled combustion chambers must withstand high pressure as well as severe and complex thermal transients. While the thermal transients result in temperature gradients and, thus, in constraint thermal strains, the pressure load induces mean stresses. To assess the mechanical behaviour of such components during design via finite-element calculations, constitutive models are necessary that describe the time- and temperature-dependent plasticity of the material appropriately.
Advanced models account for viscoplastic deformations including isotropic and kinematic hardening, recovery and ratcheting. However, the models contain a relatively large number of temperature-dependent material properties that must be determined on the basis of data of material tests. The determination of the properties is a non-trivial task because it is not clear which loading history must be applied in the tests for a certain material to obtain stable and robust (i.e. objective) material properties. Consequently, the determined properties are depending on the underlying loading history in the tests as well as on the experience and valuation of the person that determined the properties. This results in uncertainties during the assessment of the components that must be faced with conservative designs leading to negative consequences in terms of mass and costs.
It is the aim of this work funded by the European Space Agency ESA to derive a procedure to determine stable and robust material properties of an advanced viscoplastic constitutive model for aerospace materials. To this end, a special loading history is applied in isothermal material tests conducted with copper at different temperatures in the temperature range from 300 to 700 K. To determine the material properties and to assess stability and robustness methods for numerical optimization as well as analytical and statistical methods are used. The determined material properties are validated on the basis of results of thermomechanical material tests also conducted in the temperature range from 300 to 700 K.
Es wird ein Verfahren zur Auswertung von Dehnungsmessungen an Biegetraegern aus punktgeschweissten duennwandigen Blechprofilen vorgestellt, das fuer beliebige Spannungsverteilungen anwendbar ist und es erlaubt, fuer jeden Steg und jede Punktschweissnaht getrennt die Biege- und Schubbeanspruchung zu ermitteln. Eine Kontrollrechnung gestattet Rueckschluesse auf die erzielte Genauigkeit.
Turbinen aus der Tragetasche
(2014)
Am Karlsruher Institut für Technologie wurde der Prototyp eines Kleinwindkraftwerks zur autarken Stromversorgung entwickelt. Das "Energypack" genannte System besteht aus einem 1,10 m langen PVC-Gehäuse mit dreieckigem Querschnitt, Generator, Seilen sowie Funkgerät und kostet ab 50 Euro. Mit dem Energypack kann ein Dynamo mit 2,5 W angetrieben werden. An der Dualen Hochschule BW Heidenheim wurde das System "Anemotec" entworfen, das anstelle von Windflügeln über ein schraubenähnliches Gewinde verfügt. Der Rotor und die Windführung bestehen aus glasfaserverstärkten Werkstoffen. Die erzeugte Leistung liegt bei 365 W, die Stromgestehungskosten liegen bei 23 Cent pro kWh. Die von der Hochschule Offenburg entwickelte Windturbine "Windzip" arbeitet mit einem H-Rotor und besteht aus neun leicht gekrümmten Blechen, die wie Planeten in unterschiedlichem Abstand und in unterschiedlicher Höhe um einen vertikalen Stab kreisen. Bei einer Windgeschwindigkeit von 10 Meter pro Sekunde wurde damit eine Leistung von 40 W erzeugt.
Um die im Pariser Klimaschutzabkommen vereinbarte Begrenzung der Erderwärmung auf 1,5 Grad Celsius zu begrenzen, muss die Energiewende deutlich stärker vorangetrieben werden als bisher. Das Schaufenster C/sells in der größten der SINTEG-Modellregionen hat sich dieser Herausforderung gestellt. Über vier Jahre haben 56 Partner aus Energiewirtschaft, Wissenschaft und Politik in Baden-Württemberg, Bayern und Hessen daran gearbeitet, ein zelluläres Energiesystem zu etablieren. Sie haben Musterlösungen für eine erfolgreiche Energiewende entwickelt. In mehr als 30 Demonstrationszellen sowie in neun Partizipationszellen, den sogenannten C/sells-Citys, wurde demonstriert, wie ein Informationssystem die intelligente Organisation von Stromversorgungsnetzen und den regionalisierten Handel mit Energie und Flexibilitäten ermöglicht.
Background
Internal tibial loading is influenced by modifiable factors with implications for the risk of stress injury. Runners encounter varied surface steepness (gradients) when running outdoors and may adapt their speed according to the gradient. This study aimed to quantify tibial bending moments and stress at the anterior and posterior peripheries when running at different speeds on surfaces of different gradients.
Methods
Twenty recreational runners ran on a treadmill at 3 different speeds (2.5 m/s, 3.0 m/s, and 3.5 m/s) and gradients (level: 0%; uphill: +5%, +10%, and +15%; downhill: –5%, –10%, and –15%). Force and marker data were collected synchronously throughout. Bending moments were estimated at the distal third centroid of the tibia about the medial–lateral axis by ensuring static equilibrium at each 1% of stance. Stress was derived from bending moments at the anterior and posterior peripheries by modeling the tibia as a hollow ellipse. Two-way repeated-measures analysis of variance were conducted using both functional and discrete statistical analyses.
Results
There were significant main effects for running speed and gradient on peak bending moments and peak anterior and posterior stress. Higher running speeds resulted in greater tibial loading. Running uphill at +10% and +15% resulted in greater tibial loading than level running. Running downhill at –10% and –15% resulted in reduced tibial loading compared to level running. There was no difference between +5% or –5% and level running.
Conclusion
Running at faster speeds and uphill on gradients ≥+10% increased internal tibial loading, whereas slower running and downhill running on gradients ≥–10% reduced internal loading. Adapting running speed according to the gradient could be a protective mechanism, providing runners with a strategy to minimize the risk of tibial stress injuries.