9783032118530 - Advanced Signal Processing: Decomposition, Entropy, and Machine Learning (SpringerBriefs in Energy) von Zhang, Yuning; Yang, Chenxin; Luo, Peng; Zhang, Heng (2 Ergebnisse)

Paperback. Zustand: Brand New. 91 pages. 6.10x0.24x9.25 inches. In Stock.

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This brief explores advanced signal processing techniques, focusing on signal decomposition, entropy analysis, and machine learning, with applications in energy-related fields such as hydroturbines, wind turbines, and power grids. It provides a detailed overview of methods for signal denoising and pattern recognition, covering techniques like wavelet transform, empirical mode decomposition, permutation entropy, and deep learning models. Through real-world engineering case studies, the book demonstrates how these methods enhance data analysis, improve fault detection, and optimize system performance, making it a valuable resource for researchers, engineers, and students in signal processing and mechanical engineering.