Nonstationary Systems: Theory and Applications

Nonstationary Systems: Theory and Applications

Contributions to the 13th Workshop on Nonstationary Systems and Their Applications, February 3-5, 2020, Grodek nad Dunajcem, Poland

Leskow, Jacek; Chaari, Fakher; Wylomanska, Agnieszka; Napolitano, Antonio; Zimroz, Radoslaw

Springer Nature Switzerland AG

07/2021

428

Dura

Inglês

9783030821913

15 a 20 dias

822

Descrição não disponível.
Time-averaged statistics-based methods for anomalous diffusive exponent estimation of fractional Brownian motion.- First-order integer valued AR processes with zero-inflated innovations.- Asymptotics of alternative interdependence measures for two-dimensional alpha-stable autoregressive model of order 1.- How to describe the linear dependence for heavy-tailed distributed data.- Granger Causality and Cointegration During Stock Bubbles and Market Crashes.- Non-Gaussian regime-switching model in application to the commodity price description.- Foundations of the Theory of Strongly Periodically Correlated Fields over Z2.- Component and LSM-estimation of mean and covariation functions of biperiodically correlated random signals.- The synchronous fitting of cyclo-non-stationary signals : De nition and theoretical analysis.- On the modelling of phonocardiogram signals: Laplace kernel and cyclostationarity based approaches.- On the modelling ofphonocardiogram signals: Laplace kernel and cyclostationarity based approaches.- Automatic detection of rolling element bearing faults for mechanical systems with gears.- Health Monitoring of Non-stationary Structures: An electromechanical Impedance Approach Using Integrated Piezoceramic Transducers.- Rub-Impact Fault Diagnosis of a Coal Crusher machine by using Ensemble Patch Transformation and Empirical Mode Decomposition.- Fault Detection of Non-Stationary Processes Using A Modified PCA Approach.- Contribution to Health monitoring of Silicon Carbide MOSFET.- The Use of Signal Intensity Estimator for Monitoring Real World Non-Stationary Data.- Model based decision support system for the blast furnace charge of burden materials.- Optimization of the Vibrating Machines with Adjustable Frequency Characteristics.- Mathematical Modelling and Computer Simulation of Rotors Dynamics in Active Magnetic Bearings on the Example of the Power Gas Turbine Unit.- Computer Method of Determining the Yield Surface of Variable Structure of Heterogeneous Materials Based on the Statistical Evaluation of Their Elastic Characteristics.- Diagnosis Methods on the Blade of Marine Current Turbine.
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Cyclo-Non-Stationary Signals;Non-Linear Dynamic Behavior;Non-Gaussian Models;Nonstationary Models;Alternative Dependence Measures;Spectral Resampling;Machine Learning for Condition Monitoring;Vibration Signal Analysis;Simulation of Rotors Dynamics;Optimization of Vibrating Machines;Health monitoring of nonstationary Structures;Model-Based Fault Diagnosis;Fault Detection with Nonstationary Signals;Monte Carlo Simulation;Condition Monitoring of Bearings;Automatic Fault Detection;Nonstationary Vibration Data;Periodically-correlated Processes