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Dorywalski, Krzysztof; Schmidt-Grund, Rüdiger; Grundmann, Marius
Hybrid GA-gradient method for thin films ellipsometric data evaluation. - In: Journal of computational science, ISSN 1877-7503, Bd. 47 (2020), 101201

A global-search method which applies the concept of genetic algorithm (GA) with gradient-based optimizer is proposed for the problem of experimental data analysis from spectroscopic ellipsometry on thin films. The method is applied to evaluate the data obtained for samples with different structure complexity, starting with transparent monolayers (SiO2, HfO2) on a substrate, through absorbing film (diamond-like carbon) and multilayer structures. We demonstrate that by using this method we are able to find material parameters even for limited a priori knowledge about the sample properties, where classical methods fail.



https://doi.org/10.1016/j.jocs.2020.101201
Belyaev, Ivan; Krasnov, Dmitry; Kolesnikov, Yuri; Biryukov, Dmitry; Chernysh, Denis; Zikanov, Oleg; Listratov, Yaroslav
Effects of symmetry on magnetohydrodynamic mixed convection flow in a vertical duct. - In: Physics of fluids, ISSN 1089-7666, Bd. 32 (2020), 9, 094106, S. 094106-1-094106-21

Magnetohydrodynamic convection in a downward flow of liquid metal in a vertical duct is investigated experimentally and numerically. It is known from earlier studies that in a certain range of parameters, the flow exhibits high-amplitude pulsations of temperature in the form of isolated bursts or quasi-regular fluctuations. This study extends the analysis while focusing on the effects of symmetry introduced by two-sided rather than one-sided wall heating. It is found that the temperature pulsations are robust physical phenomena appearing for both types of heating and various inlet conditions. At the same time, the properties, typical amplitude, and range of existence in the parametric space are very different at the symmetric and asymmetric heating. The obtained data show good agreement between computations and experiments and allow us to explain the physical mechanisms causing the pulsation behavior.



https://doi.org/10.1063/5.0020608
Behrens, Arne; Bosch, Martí; Feßer, Patrick; Hentschel, Martina; Sinzinger, Stefan
Fabrication and characterization of deformed microdisk cavities in silicon dioxide with high Q-factor. - In: Applied optics, ISSN 2155-3165, Bd. 59 (2020), 26, S. 7893-7899

We demonstrate the excitation and characterization of whispering gallery modes in a deformed optical microcavity. To fabricate deformed microdisk microresonators we established a fabrication process relying on dry plasma etching tools for many degrees of freedom and a shape-accurate morphology. This approach allowed us to fabricate resonators of different sizes with a controlled sidewall angle and underetching in large quantities with reproducible properties such as a surface roughness RQ ≤ 2nm. The excitation and characterization of these modes were achieved by using a state-of-the-art tapered fiber coupling setup with a narrow linewidth tunable laser source. The conducted measurements in shortegg resonators showed at least two modes within a spectral range of about 237 pm. The highest Q-factors measured were in the range of 105. Wave optical eigenmode and frequency domain simulations were conducted that could partially reproduce the observed behavior and therefore allow us to compare the experimental results.



https://doi.org/10.1364/AO.398108
Kim, Bo-Gyu; Yoon, Dal-Seong; Kim, Gi-Woo; Choi, Seung-Bok; Tan, Aditya Suryadi; Sattel, Thomas
Design of a novel magnetorheological damper adaptable to low and high stroke velocity of vehicle suspension system. - In: Applied Sciences, ISSN 2076-3417, Bd. 10 (2020), 16, 5586, S. 1-17

In this study, a new class of magnetorheological (MR) damper, which can realize desired damping force at both low and high speeds of vehicle suspension systems, is proposed and its salient characteristics are shown through computer simulations. Unlike conventional MR dampers, the proposed MR damper has a specific pole shape function and therefore the damping coefficient is changed by varying the effective area of the main orifice. In addition, by controlling the opening or closing the bypass orifice, the drastic change of the damping coefficient is realizable. After briefly describing the operating principle, a mathematical modeling is performed considering the pole shape function which is a key feature of the proposed MR damper. Then, the field-dependent damping force and piston velocity-dependent characteristics are presented followed by an example on how to achieve desired damping force characteristics by changing the damping coefficient and slope breaking point which represents the bilinear damping property.



https://doi.org/10.3390/app10165586
Kästner, Christian; Neugebauer, Matthias; Schricker, Klaus; Bergmann, Jean Pierre
Strategies for increasing the productivity of pulsed laser cladding of hot-crack susceptible nickel-base superalloy Inconel 738 LC. - In: Journal of manufacturing and materials processing, ISSN 2504-4494, Bd. 4 (2020), 3, 84, S. 1-23

A novel repair strategy based on decoupled heat source for increasing the productivity of wire-assisted pulsed laser cladding of the [gamma]'-precipitation strengthening nickel-base superalloys Inconel 738 low carbon (IN 738 LC, base material) and Haynes 282 (HS 282, filler material) is presented. The laser beam welding process is supported by the hot-wire technology. The additional energy is utilized to increase the deposition rate of the filler material by increasing feeding rates and well-defining the thermal management in the welding zone. The simultaneous application of laser pulse modulation allows the precise control of the temperature gradients to minimize the hot-crack formation. Accompanying investigations such as high-speed recordings and numerical simulations allow a generalized statement on the influence of the adapted heat management on the resulting weld seam geometry (dilution, aspect ratio and wetting angle) as well as the formation of hot-cracks and lack of fusion between base and filler material. Statistical analysis of the data - the input parameters like laser pulse energy, pulse shape, hot-wire power and wire-feeding rate in conjunction with the objectives like dilution, aspect ratio, wetting angle and hot-cracking behavior - revealed regression functions to predict certain weld seam properties and hence the required input parameters.



https://doi.org/10.3390/jmmp4030084
Zahari, Finn; Pérez, Eduardo; Mahadevaiah, Mamathamba Kalishettyhalli; Kohlstedt, Hermann; Wenger, Christian; Ziegler, Martin
Analogue pattern recognition with stochastic switching binary CMOS-integrated memristive devices. - In: Scientific reports, ISSN 2045-2322, Bd. 10 (2020), 14450, S. 1-15

Biological neural networks outperform current computer technology in terms of power consumption and computing speed while performing associative tasks, such as pattern recognition. The analogue and massive parallel in-memory computing in biology differs strongly from conventional transistor electronics that rely on the von Neumann architecture. Therefore, novel bio-inspired computing architectures have been attracting a lot of attention in the field of neuromorphic computing. Here, memristive devices, which serve as non-volatile resistive memory, are employed to emulate the plastic behaviour of biological synapses. In particular, CMOS integrated resistive random access memory (RRAM) devices are promising candidates to extend conventional CMOS technology to neuromorphic systems. However, dealing with the inherent stochasticity of resistive switching can be challenging for network performance. In this work, the probabilistic switching is exploited to emulate stochastic plasticity with fully CMOS integrated binary RRAM devices. Two different RRAM technologies with different device variabilities are investigated in detail, and their potential applications in stochastic artificial neural networks (StochANNs) capable of solving MNIST pattern recognition tasks is examined. A mixed-signal implementation with hardware synapses and software neurons combined with numerical simulations shows that the proposed concept of stochastic computing is able to process analogue data with binary memory cells.



https://doi.org/10.1038/s41598-020-71334-x
Griesing-Scheiwe, Fritjof; Shardt, Yuri A. W.; Pérez-Zuñiga, Gustavo; Yang, Xu
Soft sensor design for variable time delay and variable sampling time. - In: Journal of process control, ISSN 0959-1524, Bd. 92 (2020), S. 310-318

Often industrial variables can be difficult to measure due to such factors as extreme conditions or complex compositions. In such cases, soft sensors have been developed that use available system information and measurements to estimate these difficult-to-obtain variables. In practice, the measurements that are to be estimated by a soft sensor are often infrequently measured or delayed. Occasionally, these sampling times or delays are time varying. At present, most research has considered these parameters to be time invariant, and thus, there is a need to consider the time-varying case. Therefore, this paper will evaluate the impact of time-varying delays and sampling times for the design of a data-driven soft sensor. Modifications will be proposed that will increase the robustness and performance of the soft sensor. The reliability of the estimate will be shown using the Bauer-Premaratne-Durán Theorem. Furthermore, the proposed soft sensor system will be tested using simulations of a continuous stirred tank reactor (CSTR) and an reverse osmosis plant. Simulation showed that the modified soft sensor gives good estimates, whereas the traditional soft sensor gives an unstable estimate for the CSTR and reverse osmosis plant.



https://doi.org/10.1016/j.jprocont.2020.07.001
Strutynska, Nataliia; Livitska, Oksana; Prylutska, Svitlana; Yumyna, Yuliia; Zelena, Pavlina; Skivka, Larysa; Malyshenko, Anna; Vovchenko, Lyudmyla; Strelchuk, Viktor; Prylutskyy, Yuriy; Slobodyanik, Nikolai; Ritter, Uwe
New nanostructured apatite-type (Na+,Zn2+,CO32-)-doped calcium phosphates : Preparation, mechanical properties and antibacterial activity. - In: Journal of molecular structure, ISSN 0022-2860, Bd. 1222 (2020), 128932
Im Titel sind "+", "2+" und "2-" hochgestellt, "3" tiefgestellt

Nanoparticles with the sizes in the range (20-30) nm of apatite-type Na+,Zn2+,CO32--doped calcium phosphates were prepared from aqueous solution of Na+-Ca2+-Zn2+-NO3--CO32--PO43- system at molar ratios Ca2+/PO43- =1.67, CО32-/РО43- = 1, Zn2+:Ca2+ = 1:100 or 2:100. The elemental analysis showed growth of Zn2+ content in composition of samples from 0.61 to 1.95 wt% at increasing of Zn2+ amount in an initial solution. According to FTIR and Raman data, B-type substitution of PO43- by CO32- realized in apatite-type calcium phosphates. The mechanical properties study for prepared phases showed the dependence of Young's modulus and compressive strength on Zn2+ amount in their composition. Growth of S. epidermidis after the contact with synthesized apatite containing Na+ (0.25 wt%), Zn2+ (0.61 wt%) and CO32- (1.18 wt%) was significantly delayed with an extension of lag time from 1 to 13-14 h. The prepared sample can be considered as a new prospective biomaterial with antibacterial potential.



https://doi.org/10.1016/j.molstruc.2020.128932
Fedorenko, Svetlana; Elistratova, Julia; Stepanov, Alexey; Khazieva, Alsu; Mikhailov, Maksim; Sokolov, Maxim; Kholin, Kirill; Nizameev, Irek; Mendes, Rafael Gregorio; Rümmeli, Mark; Gemming, Thomas; Weise, Bruno; Giebeler, Lars; Mikhailova, Daria; Dutz, Silvio; Zahn, Diana; Voloshina, Alexandra; Sapunova, Anastasia; Daminova, Amina; Fedosimova, Svetlana; Mustafina, Asiya
ROS-generation and cellular uptake behavior of amino-silica nanoparticles arisen from their uploading by both iron-oxides and hexamolybdenum clusters. - In: Materials science & engineering, ISSN 1873-0191, Bd. 117 (2020), 111305

The present work introduces combination of superparamagnetic iron oxides (SPIONs) and hexamolybdenum cluster ([{Mo6I8}I6]2−) units within amino-decorated silica nanoparticles (SNs) as promising design of the hybrid SNs as efficient cellular contrast and therapeutic agents. The heating generated by SNs doped with SPIONs (Fe3O4SNs) under alternating magnetic field is characterized by high specific absorption rate (SAR = 446 W/g). The cluster units deposition onto both Fe3O4@SNs and “empty” silica nanoparticles (SNs) results in Fe3O4@SNs[{Mo6I8}I6] and SNs[{Mo6I8}I6] with red cluster-centered luminescence and ability to generate reactive oxygen species (ROS) under the irradiation. The monitoring of spin-trapped ROS by ESR spectroscopy technique indicates that the ROS-generation decreases in time for SNs[{Mo6I8}I6] and [{Mo6I8}I6]2− in aqueous solutions, while it remains constant for Fe3O4@SNs[{Mo6I8}I6]. The cytotoxicity is low for both Fe3O4@SNs[{Mo6I8}I6] and SNs[{Mo6I8}I6], while the flow cytometry indicates preferable cellular uptake of the former versus the latter type of the nanoparticles. Moreover, entering into nucleus along with cytoplasm differentiates the intracellular distribution of Fe3O4@SNs[{Mo6I8}I6] from that of SNs[{Mo6I8}I6], which remain in the cell cytoplasm only. The exceptional behavior of Fe3O4@SNs[{Mo6I8}I6] is explained by residual amounts of iron ions at the silica surface.



https://doi.org/10.1016/j.msec.2020.111305
Zhang, Chenglin; Xu, Yang; He, Kaiming; Dong, Yulian; Zhao, Huaping; Medenbach, Lukas; Wu, Yuhan; Balducci, Andrea; Hannappel, Thomas; Lei, Yong
Polyimide@Ketjenblack composite: a porous organic cathode for fast rechargeable potassium-ion batteries. - In: Small, ISSN 1613-6829, Bd. 16 (2020), 38, 2002953, insges. 8 S.

Potassium-ion batteries (PIBs) configurated by organic electrodes have been identified as a promising alternative to lithium-ion batteries. Here, a porous organic PolyimideKetjenblack is demonstrated in PIBs as a cathode, which exhibits excellent performance with a large reversible capacity (143 mAh g^-1 at 100 mA g^-1), high rate capability (125 and 105 mAh g^-1 at 1000 and 5000 mA g^-1), and long cycling stability (76% capacity retention at 2000 mA g^-1 over 1000 cycles). The domination of fast capacitive-like reaction kinetics is verified, which benefits from the porous structure synthesized using in situ polymerization. Moreover, a renewable and low-cost full cell is demonstrated with superior rate behavior (106 mAh g^-1 at 3200 mA g^-1). This work proposes a strategy to design polymer electrodes for high-performance organic PIBs.



https://doi.org/10.1002/smll.202002953