Application of fractal analysis on wind speed time series: A review

• Published in: Advances in Wind Engineering Vol. 2; no. 1; p. 100028
• Main Authors: Shu, Zhenru, Chan, Pak Wai
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.03.2025
• Subjects: Chaotic time series; Complexity characterization; Fractal dimension; Hurst analysis; Time series prediction; Wind speed; Hurst analysis; Complexity characterization; Chaotic time series; Time series prediction; Wind speed; Fractal dimension

Wind speed time series are characterized by complex, non-linear, and irregular patterns, which challenge traditional statistical methods in capturing their dynamics. Fractal analysis, with its focus on self-similarity, scale-invariance, and multi-scale dependencies, offers a powerful framework for u...