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Stabilizace pro optický přijímač
Kolka, Z. ; Barcík, P. ; Novotný, Jan ; Biolková, V.
Free-Space Optics (FSO) je bezdrátová optická technologie pro spojení na přímou viditelnost. Čelo přijímacího optického vlákna je umístěno v ohnisku teleskopu. Relativně malý průměr jádra klade extrémní nároky na směrování přijímače za podmínek atmosférické turbulence a otřesů upevňovacích konzol. K zajištění stabilizace svazku slouží systém jemného směrování. Detekční jednotka vyhodnocuje pomocí fotodiod polohu těžiště stopy svazku a změnou natočení zrcátka kompenzuje odchylky.
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Analysis of vibration of rotors with a thick rigid disc on the overhanging end supported by hydrodynamic bearings and loaded by uncertain unbalance effects
Zapoměl, Jaroslav ; Ferfecki, P. ; Molčan, M. ; Kozánek, Jan
Rotors of some rotating machines consist of a shaft and a rigid disc attached to its overhanging end. Because of manufacturing and assembling inaccuracies, the disc is unbalanced. In general case, the disc principal axis of inertia deviates from the shaft axis (both axes are skew lines) and the disc center of gravity is not situated on the shaft center line. Then the disc inertia effects are the source inducing the rotor lateral vibration. As magnitude of parameters specifying the disc unbalance is uncertain, application of an adequate method is required to perform the analysis. In addition, if the rotor is supported by hydrodynamic bearings, their nonlinear properties lead to rising complexity of the system vibration and to reducing its predictability. In the presented paper, the motion equation of a rigid disc has been derived. The shaft was represented by a beam body that was discretized into finite elements. The stiffness and damping parameters of the hydrodynamic bearings were linearized in vicinity of the rotor equilibrium position. Then vibration of the rotor is governed by a set of linearized motion equations. The fuzzy numbers were applied to consider uncertainty of the disc unbalance parameters. The presented procedure provides the approach to computational analysis of rotating machines with the rotor having a disc attached to its overhanging end and the geometrical, mechanical, or technological parameters of which have uncertain values.
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Electron beam welding of AlCoCrFeNi2.1 eutectic high-entropy alloy
Rončák, Ján ; Adam, O. ; Müller, P. ; Zobač, Martin
Eutectic high-entropy alloys have become a significantly studied type of material due to their combination of strength and ductility. However, previous research has focused primarily on manufacture, solidification behaviour and mechanical properties. Only a small part of the research has been devoted to welding. This paper is focused on evaluating the weldability of eutectic high-entropy alloy AlCoCrFeNi2.1 in the as-cast state without further heat treatment. The electron beam welding process was performed twice at the same parameters, except for the beam current. Properties such as the depth of the remelted layer, the formation of the heat-affected zone, and the presence of undesirable defects in the welded joints were observed using light and electron microscopy. At the same time, material properties in the form of microstructural stability, chemical composition, and hardness of the welded joints were evaluated.
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On kernel-based nonlinear regression estimation
Kalina, Jan ; Vidnerová, P.
This paper is devoted to two important kernel-based tools of nonlinear regression: the Nadaraya-Watson estimator, which can be characterized as a successful statistical method in various econometric applications, and regularization networks, which represent machine learning tools very rarely used in econometric modeling. This paper recalls both approaches and describes their common features as well as differences. For the Nadaraya-Watsonestimator, we explain its connection to the conditional expectation of the response variable. Our main contribution is numerical analysis of suitable data with an economic motivation and a comparison of the two nonlinear regression tools. Our computations reveal some tools for the Nadaraya-Watson in R software to be unreliable, others not prepared for a routine usage. On the other hand, the regression modeling by means of regularization networks is much simpler and also turns out to be more reliable in our examples. These also bring unique evidence revealing the need for a careful choice of the parameters of regularization networks
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Application Of Implicitly Weighted Regression Quantiles: Analysis Of The 2018 Czech Presidential Election
Kalina, Jan ; Vidnerová, P.
Regression quantiles can be characterized as popular tools for a complex modeling of a continuous response variable conditioning on one or more given independent variables. Because they are however vulnerable to leverage points in the regression model, an alternative approach denoted as implicitly weighted regression quantiles have been proposed. The aim of current work is to apply them to the results of the second round of the 2018 presidential election in the Czech Republic. The election results are modeled as a response of 4 demographic or economic predictors over the 77 Czech counties. The analysis represents the first application of the implicitly weighted regression quantiles to data with more than one regressor. The results reveal the implicitly weighted regression quantiles to be indeed more robust with respect to leverage points compared to standard regression quantiles. If however the model does not contain leverage points, both versions of the regression quantiles yield very similar results. Thus, the election dataset serves here as an illustration of the usefulness of the implicitly weighted regression quantiles.
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Závěrečná zpráva 2021 o výzkumu výsypek v okolí Sokolova na základě dohody mezi ENKI ops a Ústavem půdní biologie BC AV ČR
Frouz, Jan ; Bartuška, Martin ; Oppong, J.C. ; Lišková, K. ; Houška, J. ; Červenka, J. ; Kučera, J. ; Bednářová, E. ; Reitschmiedová, E. ; Dvorščík, P. ; Mudrák, O. ; Šimáňová, D. ; Woś, B. ; Karimi Nezhad, Mohammad Tashin ; Mustafa, Adnan ; Pietrzykowski, M. ; Kopecký, T. ; Hovorková, M. ; Čápová, K.
Zpráva přináší souhrn výsledků výzkumu obnovy půd a ekosystémů na území postiženém těžbou nerostů na Sokolovsku na základě dohody mezi ENKI ops a Ústavem půdní biologie BC AV ČR za rok 2021.
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Vyhodnocení rizika a předpověď přírodních požárů v bezprostředním okolí \npovrchových zdrojů pitné vody.
Trnka, Miroslav ; Kudláčková, Lucie ; Čermák, P. ; Balek, Jan ; Novotný, Jan ; Homolová, Lucie ; Semerádová, Daniela ; Brovkina, Olga ; Štěpánek, Petr ; Zahradníček, Pavel ; Skalák, Petr ; Bláhová, Monika ; Benáček, Patrik ; Fischer, Milan ; Sedlák, Pavel ; Janouš, Dalibor ; Žalud, Zdeněk ; Marek, Michal V. ; Možný, M. ; Hájková, L. ; Chuchma, F. ; Knozová, G. ; Beranová, J. ; Zatloukal, V. ; Albert, J. ; Mašková, R. ; Cienciala, E. ; Vizina, A. ; Nesládková, M. ; Melišová, E. ; Hanel, M.
Metodika formuluje postup hodnocerí rizika vzniku a šíření přírodních požárů v bezprostředním okolí povrchových zdrojů pitné vody. V metodice jsou navrženy metody pro odhad důsledků výskytu\npřírodních požárů na jakost povrchové vody, prognózu změny rizika výskytu požárů v důsledku klimatických změn a postup stanovení rizika sekundárního znečištění nádrží v důsledku změny odtokových poměrů po přírodním požáru. Na tomto základě metodika navrhuje a diverzifikuje preventivní a operativnÍ opatření. Opatřerí byla navržena v návaznosti na výsledky modelování na pilotní lokalitě Hadce v blízkosti nádrže Švihov a rovněž v návaznosti na zkušenosti s nepříznivými dopady rozsáhlého odlesnění na jakost vody v nádržích Vranov a Vír.
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Přenos stabilní optické frekvence volným prostorem
Hrabina, Jan ; Čížek, Martin ; Barcík, P. ; Kolka, Z. ; Skryja, P. ; Wilfert, O.
Distribuce přesných optických kmitočtů a času má nezastupitelnou roli v celé řadě aplikací (vědecké experimenty z oblasti metrologie délky a času, zabezpečení kritických infrastruktur, synchronizace zařízení navigační systémy, senzorika). V místech kde nelze využít optovláknových tras musíme nasadit jiný typ přenosu. Příspěvek zkoumá možnosti distribuce stabilních optických kmitočtů volným prostorem a vznikl ve spolupráci FEKT VUT (vývoj a provoz FSO jednotek) a ÚPT AV ČR (optický zdroj, optovláknové trasy, zpracování dat).
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Development of autonomous experimental setup to investigate directional distortional hardening under biaxial loading
Svárovský, Jiří ; Parma, Slavomír ; Štefan, Jan ; Ciocanel, C. ; Feigenbaum, H. P. ; Klepač, Vilém ; Marek, René ; Plešek, Jiří
Plastic deformations alter the shape of the yield surface in the stress space. Models for predicting the shape of the yield surface according to the direction of loading are being developed. Experimental data are the key factor in development and validation of phenomenological models, such as the model of directional distortional hardening cited in this study. The objective of this paper is to present the experimental setup for investigation of the directional distortional hardening. A new autonomous method was developed using an axial-torsional testing machine and the Labivew 2017 graphical programming environment to monitor the yield surface in axial stress – shear stress space. A suitable yield condition in form of effective plastic strain was used for the determination of the yield points. Initial yield surface obtained by this method shows promising agreement with von Mises model of the yield surface. Several outstanding yield points were measured which disrupt the assumption of the yield surface convexity. Therefore, possible shortcomings caused by the methodology are being investigated.
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