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Wyniki wyszukiwania dla: HIDDEN MARKOV MODELS

Wyniki wyszukiwania dla: HIDDEN MARKOV MODELS

  • Studies of the mechanism of metal metal dusting of 10CrMo9-10 steel after 10 years of operation in trhe semi-regenerative catalytic reformer

    Publikacja

    The study showed that metal dusting mechanism of 10CrMo9-10 steel operated in industrial environment differs from models developed in laboratories. Significant differences lie in the fact that the models developed in laboratories only assume the formation of metastable carbide M3C, while studies have shown that the formation of M3C carbides is associated with the transformation of primary carbides and in the next stage is preceded...

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  • Intercomparison of TEC obtained from the IRI model to the one derived from GPS measurements

    Publikacja

    - ADVANCES IN SPACE RESEARCH - Rok 2002

    IRI (International Reference Ionosphere) is a well-known standard of the ionosphere, but nowadays GPS permanent observations are also the base of the regional and global ionosphere models. In this paper, comparison of TEC (Total Electron Content) derived from the IRI model to the global TEC parameters derived from GPS measurements is presented. Global TEC maps show, that GPS derived ionosphere models, in opposition to the IRI,...

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  • River flow simulation based on the HEC-RAS system

    Publikacja

    This work considers the problem of river floods, and presents a computer solution that can be used to predict such a threat. The basic tool, called Hydrologic Engineering Centers for River Analysis System (HEC-RAS), and created by the US Army Corps of Engineering, is well developed; and the models created in the system HEC-RAS are quite realistic. For the purpose of solving practical national flood problems, simplified static and...

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  • River Flow Simulation Based on the HEC-RAS System

    This work considers the problem of river floods, and presents a computer solution that can be used to predict such a threat. The basic tool, called Hydrologic Engineering Centers for River Analysis System (HEC-RAS), and created by the US Army Corps of Engineering, is well developed; and the models created in the system HEC-RAS are quite realistic. For the purpose of solving practical national flood problems, simplified static and...

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  • Integrated membrane bioreactors modelling: A review on new comprehensive modelling framework

    Publikacja
    • J. Mąkinia
    • G. Mannina
    • M. Alliet
    • C. Brepols
    • J. Comas
    • J. Harmand
    • M. Heran
    • N. Kalboussi
    • Á. Robles
    • F. T. Rebouças... i 5 innych

    - BIORESOURCE TECHNOLOGY - Rok 2021

    Integrated Membrane Bioreactor (MBR) models, combination of biological and physical models, have been representing powerful tools for the accomplishment of high environmental sustainability. This paper, produced by the International Water Association (IWA) Task Group on Membrane Modelling and Control, reviews the state-of-the-art, identifying gaps for future researches, and proposes a new integrated MBR modelling framework. In...

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  • Count Data Modeling About Relationship Between Dubai Housing Sales Transactions and Financial Indicators

    Publikacja

    - Rok 2017

    In this study, illustrating and comparing the performances of count data models such as Poisson, negative binomial (NB), Hurdle and zero-inflated models for the determination of factors affected housing sales in Dubai. Model comparisons are made via Akaike’s information criterion (AIC), the Vuong test and examining the residuals. Main purpose of this study is building reliable statistical model for relationship between Dubai housing...

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  • Modal properties identification of a novel sandwich footbridge – Comparison of measured dynamic response and FEA

    A modern sandwich composite footbridge made of high-tech materials, being an example of practical application of laminated composites in civil engineering, is presented. The in situ non-destructive testing of the footbridge, aiming to identify modal properties and pedestrian comfort, is described. The measured eigenmodes and eigenfrequencies are compared with numerically estimated values. Finite element analyses of the footbridge...

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  • A Goal-Oriented Error Estimator for Reduced Basis Method Modeling of Microwave Devices

    This letter proposes a novel a-posteriori error estimator suitable for the reduced order modeling of microwave circuits. Unlike the existing error estimators based on impedance function residuals, the new one exploits the residual error associated with the computation of the scattering matrix. The estimator can be effectively used in the Reduced Basis Method (RBM) to automatically generate reduced-order models. The results of numerical...

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  • The use of machine learning for face regions detection in thermograms

    Publikacja

    - Rok 2022

    The aim of this study is to analyse the methods of detecting characteristic points of the face in thermographic images. As part of the implementation an extensive analysis of scientific publications covering similar issues both for the analysis of images made in visible light and thermographic images was carried out. On the basis of this analysis, 3 models were selected and then they were implemented and tested on the basis of...

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  • Międzysektorowa mobilność zatrudnienia oraz płac a efektywność rynku pracy.

    Publikacja

    Celem artykułu jest uzyskanie odpowiedzi na pytanie, czy ocenę efektywności funkcjonowania rynków pracy, rozumianej jako zdolność rynków do „oczyszczania się”, można przedstawić za pomocą analizy międzysektorowej mobilności płac oraz zatrudnienia. W połowie lat 90. XX wieku Paul Krugman dowodził, iż negatywne szoki gospodarcze skutkują w krajach europejskich wzrostem bezrobocia, natomiast w USA wzrostem rozpiętości płac. Tymczasem...

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  • Introduction of SAF-T in selected European countries together with applicable national names

    Dane Badawcze
    open access

    Among the methods used by individual countries in norder to seal the tax collection the introduction of the Standard Audit File for Tax is one of the most important ones. 

  • An facile Fortran-95 algorithm to simulate complex instabilities in three-dimensional hyperbolic systems

    Dane Badawcze
    open access

    It is well know that the simulation of fractional systems is a difficult task from all points of view. In particular, the computer implementation of numerical algorithms to simulate fractional systems of partial differential equations in three dimensions is a hard task which has no been solved satisfactorily. Here, we provide a Fortran-95 code to solve...

  • Application of Fracture Mechanics for Energetic Effects Predictions While Wood Sawing

    Publikacja

    - WOOD SCIENCE AND TECHNOLOGY - Rok 2013

    In the classical approach, energetic effects (cutting forces and cutting power) of wood sawing process are generally calculated on the basis of the specific cutting resistance, which is in the case of wood cutting the function of more or less important factors. On the other hand, cutting forces (or power - more interesting from energetic point of view) could be considered from a point of view of modern fracture mechanics. Cutting...

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  • Using FreeFEM open software for modelling the vibrations of piezoelectric devices

    Modelling vibrations of piezoelectric transducers has been a topic discussed in the literature for many decades. The first models - so-called one-dimensional - describe the vibrations only near operating frequency and near its harmonics. Attempts to introduce two-dimensional models were related to the possibility of one transducer working at several frequencies, including both thickness vibrations and those resulting from the transducer...

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  • Numerical modelling and analysis of steel specimens subjected to marine immersed corrosion and tensile load

    Publikacja

    - Rok 2022

    The present study develops numerical models to analyse the behaviour of steel specimens subjected to marine immersed corrosion degradation and tensile load. The finite element method with the use of the explicit dynamic solver LS-DYNA, satisfying the quasi-static conditions, is employed. Two numerical models are developed, where in the first one, the scans of surfaces gathered from corroded plate specimens are implemented directly...

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  • Knowledge-Based Virtual Modeling and Simulation of Manufacturing Processes for Industry 4.0

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2020

    ABSTRACT Industry 4.0 aims at providing a digital representation of a production landscape, but the challenges in building, maintaining, optimizing, and evolving digital models in inter-organizational production chains have not been identified yet in a systematic manner. In this paper, various Industry 4.0 research and technical challenges are addressed, and their present scenario is discussed. Moreover, in this article, the novel...

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  • Quality Parameters in IMS/NGN Networks

    Publikacja

    - Rok 2019

    The Next Generation Network (NGN) architecture, including elements of the IP Multimedia Subsystem (IMS) concept, is a proposition of a telecommunication network dedicated to the needs of current and future information society. The main goal of NGN is to provide Quality of Service (QoS), for which proper network design is necessary with respect to among others standardized call processing performance parameters, including expected...

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  • Modelling reinforced concrete beams under mixed shear-tension failure with different continuous FE approaches

    The paper presents quasi-static numerical simulations of the behaviour of short reinforced concrete beams without shear reinforcement under mixed shear-tension failure using the FEM and four various constitutive continuum models for concrete. First, an isotropic elasto-plastic model with a Drucker-Prager criterion defined in compression and with a Rankine criterion defined in tension was used. Next, an anisotropic smeared crack...

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  • Modelowanie współpracy odbieraka prądu z siecią trakcyjną

    W artykule przedstawiono aspekty oceny współpracy odbieraka prądu z górną siecią trakcyjną na podstawie porównania modeli matematycznych. Zaprezentowano modele odbieraków prądu i sieci jezdnej wskazując na ich użyteczność do oceny siły stykowej i uniesienia przewodów jezdnych. Wykonano szereg symulacji stanów dynamicznych interakcji górnej sieci trakcyjnej i odbieraka prądu dla różnych parametrów. W szczególności zwrócono uwagę...

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  • Wpływ sposobu odwzorowania pojazdu szynowego na odpowiedź dynamiczną przęsła mostowego

    Publikacja

    W pracy przedstawiono rezultaty analiz numerycznych oraz badań eksploatacyjnych dwóch przęseł mostowych wymuszonych ruchomym pojazdem szynowym. Pojazd odwzorowano za pomocą czterech modeli uproszczonych: strumienia sił skupionych, strumienia mas skupionych oraz strumieni oscylatorów jedno- i dwumasowych. Analizy numeryczne wykonano przy wykorzystaniu MES. Potrzebne parametry dynamiczne wyznaczono na podstawie wyników identyfikacji...

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  • Mariusz Franciszek Kaszubowski dr

    Biogram Mariusz Kaszubowski jest adiunktem w Katedrze Statystyki i Ekonometrii Wydziału Zarządzania i Ekonomii Politechniki Gdańskiej. Prowadzi zajęcia ze statystyki opisowej i matematycznej, a także statystyki społecznej i statystyki ubezpieczeniowej. Wykłada również statystykę na podyplomowych studiach z kontroli jakości „Lean Six Sigma Black Belt”. Jest absolwentem dwóch kierunków studiów: Zarządzania (specjalność Statystyka...

  • Nilpotent singularities and chaos: Tritrophic food chains

    Publikacja

    - CHAOS SOLITONS & FRACTALS - Rok 2021

    Local bifurcation theory is used to prove the existence of chaotic dynamics in two well-known models of tritrophic food chains. To the best of our knowledge, the simplest technique to guarantee the emergence of strange attractors in a given family of vector fields consists of finding a 3-dimensional nilpotent singularity of codimension 3 and verifying some generic algebraic conditions. We provide the essential background regarding...

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  • Weak Solutions within the Gradient-Incomplete Strain-Gradient Elasticity

    Publikacja

    - Lobachevskii Journal of Mathematics - Rok 2020

    In this paper we consider existence and uniqueness of the three-dimensional static boundary-value problems in the framework of so-called gradient-incomplete strain-gradient elasticity. We call the strain-gradient elasticity model gradient-incomplete such model where the considered strain energy density depends on displacements and only on some specific partial derivatives of displacements of first- and second-order. Such models...

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  • Regression points in non-intrusive polynomial chaos expansion method and D-optimal design

    Publikacja

    - Machine Dynamics Research - Rok 2017

    The paper addresses selected issues of uncertainty quantification in the modelling of a system containing surgical mesh used in ventral hernia repair. Uncertainties in the models occur e.g. due to variability of abdominal wall properties among others. In order to include them, a non-intrusive regression-based polynomial chaos expansion method is employed. Its accuracy depends on the choice of regression points. In the study a relation...

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  • Methods of Network Resource Provisioning for the Future Internet IIP Initiative

    Publikacja
    • J. Gozdecki
    • M. Kantor
    • K. Wajda
    • J. Rak

    - TELECOMMUNICATION SYSTEMS - Rok 2016

    In this paper, we present specification, design and implementation aspects of a network resource provisioning module introduced for the Polish Initiative of Future Internet called System IIP. In particular, we propose a set of novel LP optimization models of network resource provisioning designed to minimize the network resource consumption, either bandwidth or node’s computational power, as well as to maximize the residual capacity....

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  • Geometric Algebra Model of Distributed Representations

    Publikacja

    - Rok 2010

    Formalism based on GA is an alternative to distributed representation models developed so far-Smolensky's tensor product, Holographic Reduced Representations (HRR) and Binary Spatter Code (BSC). Convolutions are replaced by geometric products, interpretable in terms of geometry which seems to be the most natural language for visualization of higher concepts. This paper recalls the main ideas behind the GA model and investigates...

  • Estimators of covariance matrices in Msplit(q) estimation

    Publikacja

    - SURVEY REVIEW - Rok 2021

    This paper proposes methods for the determination of covariance matrices of Msplit(q) estimators. The solutions presented here allow Msplit(q) estimation to be supplemented by the operations from the domain of accuracy analysis (especially that concerning estimators of parameters). Theoretical forms of covariance matrices of Msplit(q) estimators were established using the empirical influence functions and the equivalent covariance...

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  • Innovations in Wastewater Treatment: Harnessing Mathematical Modeling and Computer Simulations with Cutting-Edge Technologies and Advanced Control Systems

    Publikacja
    • J. Drewnowski
    • B. Szeląg
    • F. Sabba
    • M. Piłat-Rożek
    • A. Piotrowicz
    • G. Łagód

    - Journal of Ecological Engineering - Rok 2023

    The wastewater treatment landscape in Central Europe, particularly in Poland, has undergone a profound transformation due to European Union (EU) integration. Fueled by EU funding and rapid technological advancements, wastewater treatment plants (WWTPs) have adopted cutting-edge control methods to adhere to EU Water Framework Directive mandates. WWTPs contend with complexities such as variable flow rates, temperature fluctuations,...

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  • Displacements of bones during bending test of first metatarsophalangeal joint after arthrodesis with medially or dorsally positioned locking plate and lag screw.

    Dane Badawcze
    open access

    The Dataset contains the values of displacements of bone control points  during the bending test of first metatarsophalangeal (MTP1) joint specimens after arthrodesis.

  • Advanced Potential Energy Surfaces for Molecular Simulation

    Publikacja
    • A. Albaugh
    • H. Boateng
    • R. Bradshaw
    • O. Demerdash
    • J. Dziedzic
    • Y. Mao
    • D. Margul
    • J. Swails
    • Q. Zeng
    • D. Case... i 10 innych

    - JOURNAL OF PHYSICAL CHEMISTRY B - Rok 2016

    Advanced potential energy surfaces are defined as theoretical models that explicitly include many-body effects that transcend the standard fixed-charge, pairwise-additive paradigm typically used in molecular simulation. However, several factors relating to their software implementation have precluded their widespread use in condensed-phase simulations: the computational cost of the theoretical models, a paucity of approximate models...

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  • Financial markets diffusion patterns. The case of Mexican investment funds

    Exchange traded funds (ETFs) are one of the most influential financial innovations, reshaping the investment funds market in many countries, including Mexico. Due to their similar investment objectives, ETFs are considered substitutes for mutual funds. The aim of the article is to provide an in-depth insight into the issues associated with the development of financial markets in Mexico...

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  • Modeling protein structures with the coarse-grained UNRES force field in the CASP14 experiment

    Publikacja
    • A. Antoniak
    • I. Biskupek
    • K. K. Bojarski
    • C. Czaplewski
    • A. Giełdoń
    • M. Kogut
    • M. M. Kogut
    • P. Krupa
    • A. Lipska
    • A. Liwo... i 9 innych

    - JOURNAL OF MOLECULAR GRAPHICS & MODELLING - Rok 2021

    The UNited RESidue (UNRES) force field was tested in the 14th Community Wide Experiment on the Critical Assessment of Techniques for Protein Structure Prediction (CASP14), in which larger oligomeric and multimeric targets were present compared to previous editions. Three prediction modes were tested (i) ab initio (the UNRES group), (ii) contact-assisted (the UNRES- contact group), and (iii) template-assisted (the UNRES-template...

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  • Spatiotemporal Assessment of Satellite Image Time Series for Land Cover Classification Using Deep Learning Techniques: A Case Study of Reunion Island, France

    Publikacja
    • N. N. Navnath
    • K. Chandrasekaran
    • A. Stateczny
    • V. M. Sundaram
    • P. Panneer

    - Remote Sensing - Rok 2022

    Current Earth observation systems generate massive amounts of satellite image time series to keep track of geographical areas over time to monitor and identify environmental and climate change. Efficiently analyzing such data remains an unresolved issue in remote sensing. In classifying land cover, utilizing SITS rather than one image might benefit differentiating across classes because of their varied temporal patterns. The aim...

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  • Heavy Duty Vehicle Fuel Consumption Modelling Based on Exploitation Data by Using Artificial Neural Networks

    Publikacja

    - Rok 2019

    One of the ways to improve the fuel economy of heavy duty trucks is to operate the combustion engine in its most efficient operating points. To do that, a mathematical model of the engine is required, which shows the relations between engine speed, torque and fuel consumption in transient states. In this paper, easy accessible exploitation data collected via CAN bus of the heavy duty truck were used to obtain a model of a diesel...

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  • Finding the Right Solvent: A Novel Screening Protocol for Identifying Environmentally Friendly and Cost-Effective Options for Benzenesulfonamide

    Publikacja

    - MOLECULES - Rok 2023

    This study investigated the solubility of benzenesulfonamide (BSA) as a model compound using experimental and computational methods. New experimental solubility data were collected in the solvents DMSO, DMF, 4FM, and their binary mixtures with water. The predictive model was constructed based on the best-performing regression models trained on available experimental data, and their hyperparameters were optimized using a newly...

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  • Examining Statistical Methods in Forecasting Financial Energy of Households in Poland and Taiwan

    Publikacja

    - ENERGIES - Rok 2021

    This paper examines the usefulness of statistical methods in forecasting the financial energy of households. The study’s objective is to create the innovative ratios that combine both financial and demographic information of households and implement them in the forecasting models. To conduct this objective, six forecasting models are developed using three different methods—discriminant analysis, logit analysis, and decision trees...

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  • Objective selection of minimum acceptable mesh refinement for EMC simulations

    Publikacja

    - IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY - Rok 2015

    Optimization of computational electromagnetics (CEM) simulation models can be costly in both time and computing resources. Mesh refinement is a key parameter in determining the number of unknowns to be processed. In turn, this controls the time and memory required for a simulation. Hence, it is important to use only a mesh that is good enough for the objectives of the simulation, whether for direct handling of high-fidelity EM...

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  • Distributed Representations Based on Geometric Algebra: the Continuous Model

    Publikacja

    - Informatica - Rok 2011

    Authors revise the concept of a distributed representation of data as well as two previously developed models: Holographic Reduced Representation (HRR) and Binary Spatter Codes (BSC). A Geometric Analogue (GAc - ''c'' stands for continuous as opposed to its discrete version) of HRR is introduced - it employs role-filler binding based on geometric products. Atomic objects are real-valued vectors in n-dimensional Euclidean space...

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  • Features of load and wear of main propulsion devices on sea-going ships with piston combustion engines and their impact on changes in technical states of the systems

    Publikacja

    The paper presents the specificity of operation of propulsion systems of seagoing ships which causes the need to control the load on them, especially on their engines called main engines. The characteristics of the load on the propulsion systems, especially on the main engines as well as on the shaft lines and propellers driven by the engines, along with the process of wear in tribological joints (sliding tribological systems)...

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  • 3D Printing of Metallic Implants

    The fabrication of various elements, solid and open porous structures of stainless steel and Ti alloy is described. The process was started with the design of 3D models in CAD/CAM system. The 3D models were transformed into *.stl files and then the manufacturing process of the real structures by means of the selective laser melting with the SLM Realizer 100 3D printer was made. The paper shows the porous specimens made for possible...

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  • Mathematical Approach to Assess a Human Gait

    Publikacja
    • W. Wojnicz
    • B. Zagrodny
    • M. Ludwicki
    • J. Awrejcewicz

    - Rok 2022

    A purpose of the paper was to create a mathematical approach to assess a human gait. The scope of the study was to model a normal gait in the sagittal plane and frontal plane of the body. Applying the Newton-Euler formulation, three multibody biomechanical models were derived to describe single support phase and double support phase of the gait. To model a gait in the sagittal plane the open-close sagittal 6DOF model and the open-close...

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  • Kinetics of nitrogen removal processes in constructed wetlands

    Publikacja

    - Rok 2018

    The aim of this paper is to present a state-of-the-art review of the kinetics of nitrogen removal in constructed wetlands. Biological processes of nitrogen removal from wastewater can be described using equations and kinetic models. Hence, these kinetic models which have been developed and evaluated allow for predicting the removal of nitrogen in treatment wetlands. One of the most important, first order removal model, which is...

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  • Exchange-Traded Funds in Europe

    Publikacja

    - Rok 2019

    Exchange-Traded Funds in Europe provides a single point of reference on a diverse set of regional ETF markets, illuminating the roles ETFs can play in risk mitigation and speculation. Combining empirical data with models and case studies, the authors use diffusion models and panel/country-specific regressions—as well as graphical and descriptive analyses— to show how ETFs are more than conventional, passive investments. With new...

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  • PA32 aluminum alloy - tensile properties

    Dane Badawcze
    open access

    In addition to steel, aluminium alloys are the main building material used in the shipbuilding industry. Due to its undoubted advantages, such as low density (nearly three times lower than in the case of steel for shipbuilding) and high corrosion resistance, it is often used for hulls of yachts and small vessels as well as superstructures. For safety...

  • Strucutral steel - tensile test results

    Dane Badawcze
    open access

    Modern floating structures such as ships, oil platforms and offshore wind towers are built mostly of structural steel. It is a material that is subject to requirements which, when met, allows the construction and safe operation of the structure throughout its entire work cycle. One of the basic criteria that a material must meet is its strength. The...

  • Stability of steel plate girder with alternative web geometry

    The main aim of this study is to determine the influence of an alternative geometry of plate girder cross-section on web stability. The proposed modification of geometry consists in application of a variable web thicknesses along its height in order to reduce the number of transverse and longitudinal stiffeners along the length of the plate girder....

  • Synagogi dawnej Polski - ich teraźniejszość i przyszłość

    Publikacja

    - Rok 2021

    Tekst stanowi próbę ujęcia w szerszej perspektywie złożonego zjawiska zmiany formy użytkowania ocalałych obiektów kultu religijnego. Postępująca sekularyzacja współczesnych społeczeństw stanowi wyzwanie dla religijnych społeczności różnych wyznań, przynosząc również pytania dotyczące zmiany przeznaczenia pustoszejących świątyń. Biorąc pod uwagę społeczny kontekst zarysowany powyżej, ocalałe budynki synagog można uznać za odrębny,...

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  • JAKOŚĆ I JEJ ZASTOSOWANIA 2023 | QUALITY AND ITS APPLICATIONS 2023 TOWARDS SUSTAINABLE FUTURE

    Wydarzenia

    23-11-2023 09:30 - 24-11-2023 15:30

      Politechnika Gdańska i Uniwersytet Gdański  oraz Związek Uczelni Fahrenheita zapraszają do wzięcia udziału w  III Międzynarodowej Konferencji Naukowej    Gdańsk University of Technology and the University of Gdańsk and the Fahrenheit University Association invite you to take part in the 3rd International...

  • Klasyfikator SVM w zastosowaniu do synchronizacji sygnału OFDM zniekształconego przez kanał wielodrogowy

    W pracy przedstawiono analizę przydatności klasyfikatora SVM bazującego na uczeniu maszynowym do estymacji przesunięcia czasowego odebranego symbolu OFDM. Przedstawione wyniki wykazują, że ten klasyfikator potrafi zapewnić synchronizację dla różnych kanałów wielodrogowych o wysokim poziomie szumu. Eksperymenty przeprowadzone w Matlabie z użyciem modeli modulatora i demodulatora wykazały, że w większości przypadków klasyfikator...

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  • Photovoltaic phenomena in devices with perfluorozincphthalocyanine layer

    Publikacja

    - Rok 2016

    The course of photovoltaic phenomenon in organic photovoltaic cells utilizing thin layers of perfluorozincphthalocyanine was studied in few single and planar bilayer configurations. Mechanisms of photogeneration and recombination of free charge carriers were determined and active interfaces were localized. In case of single layer cells these interfaces were located at the front electrode/F16ZnPc junctions, whereas photogeneration...