Analysis of time series using the fractal method
PDF (English)

Ключевые слова

Fractal analysis
time series
stability

Как цитировать

Akhlouri, E. (2024). Analysis of time series using the fractal method . Georgian Scientists, 6(2), 263–266. https://doi.org/10.52340/gs.2024.06.02.27

Аннотация

The article introduces a method for diagnosing the stability of large-scale processes, centered around analyzing the fractal structure of time series. This method comprises several stages, such as data preparation, calculating fractal characteristics, and constructing a stability model based on the acquired data. Application of this method to real data demonstrated its effectiveness in both anomaly detection and predicting process stability.

https://doi.org/10.52340/gs.2024.06.02.27
PDF (English)

Библиографические ссылки

Kenneth Falconer. (2013), “Fractals: A Very Short Introduction”, Published By Oxford University Press, 138-152 Pages, Paperback.

N. Otkhozoria, Z. Azmaiparashvili, L. Petriashvili, V. Otkhozoria, & E. Akhlouri. (2023). Labview In The Research Of Fractal Properties Of The Topology Of Networks And Stochastic Processes. World Science, (3(81). Https://Doi.Org/10.31435/Rsglobal_Ws/30092023/8020

N. Otkhozoria, V. Otkhozoria, M.Narchemashvili, Fractality Of Measurements Of Quantities And Real Processes. International Trends In Science And Technology, Engineering Sciences June 2021 Doi: https://doi.org/10.31435/rsglobal_conf/30062021/7620

Z Azmaiparashvili, N Otkhozoria (2021) “Mathematical Model for Studying the Accuracy Characteristics of Devices for Measuring the Resonant Frequency of Oscillatory Systems New Approaches in Engineering Research” 121-131 https://doi.org/10.9734/bpi/naer/v5/10242D.

Chkheidze Irina, Otkhozoria Nona, Narchemashvili Medea (2023) “Evaluation Of Measurement Quality Using The Monte-Carlo Method” // Universum: Technical Science №3-4 (84). Url: Https://Cyberleninka.Ru/Article/N/Evaluation-Of-Measurement-Quality-Using-The-Monte-Carlo-Method.

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