Advanced Signal Processing Decomposition, Entropy, and Machine Learning
Advanced Signal Processing Decomposition, Entropy, and Machine Learning | 10.77 MB
Title: Advanced Signal Processing
Author: Yuning Zhang
Category: Nonfiction, Science & Nature, Technology, Electricity, Power Resources, Mathematics, Statistics
Language: English | 87 Pages | ISBN: 3032118530
Description:
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.
DOWNLOAD:
https://rapidgator.net/file/6fd1b2f6c2b2865be78736f3954a9c14/Advanced_Signal_Processing_Decomposition_Entropy_and_Machine_Learning.pdf
https://nitroflare.com/view/63DED7D772B853E/Advanced_Signal_Processing_Decomposition_Entropy_and_Machine_Learning.pdf
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.
DOWNLOAD:
https://rapidgator.net/file/6fd1b2f6c2b2865be78736f3954a9c14/Advanced_Signal_Processing_Decomposition_Entropy_and_Machine_Learning.pdf
https://nitroflare.com/view/63DED7D772B853E/Advanced_Signal_Processing_Decomposition_Entropy_and_Machine_Learning.pdf
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