Machine Learning Techniques To Solve Mechanical Vibration Problems Using Python (...

[Farid-Khan]

Machine Learning Techniques to Solve Mechanical Vibration Problems using Python (Studies in Systems, Decision and Control, 655)
by Aykent, Baris

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ISBN: 3032156769 • Publisher: Springer Nature Switzerland • Year: 2026
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? Language: English
? Pages: 233

[color=#ff9900]? INFO: English | June 11, 2026 | ISBN-10: 3032156769 | 245 pages| Epub PDF (True) | 13 MB

[color=#888888]? DESCRIPTION: Machine vibrations hold the secrets to its health, but how do you translate their complex language into actionable, predictive intelligence? As modern industry demands unprecedented levels of reliability and efficiency, the ability to anticipate failures before they occur has become a critical competitive advantage. The key lies in the powerful intersection of classical engineering and modern data science.
Machine Learning for Vibration Problems is the definitive guide for engineers, data scientists, and students looking to master this essential discipline. This comprehensive book bridges the gap between traditional vibration analysis and cutting-edge machine learning, guiding you step-by-step through the entire Prognostics and Health Management (PHM) workflow.

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