Vibration Basics and Machine Reliability Simplified: From Fundamentals to AI-Driven Predictive Maintenance - Brossura

Libro 2 di 9: Condition Monitoring & Predictive Maintenance Series

Soliman, Mohammed Hamed Ahmed

 
9798263668785: Vibration Basics and Machine Reliability Simplified: From Fundamentals to AI-Driven Predictive Maintenance

Sinossi

This enhanced edition transforms the classic guide into a complete modern reference for anyone involved in machinery health, reliability engineering, and predictive maintenance.

Whether you are a maintenance engineer, reliability professional, or industrial manager, this book walks you from the core principles of vibration analysis to advanced AI-powered fault detection. The result is a clear, practical, and future-ready approach to keeping machines running at peak performance.

What's New in the Enhanced Edition 2025:

  • AI Integration: Learn how machine learning can detect faults weeks before failure.
  • Modern Case Studies: Real-world examples from pumps, motors, gearboxes, and rotating equipment.
  • Updated Methods: Digital twins, motion amplification, ultrasonic detection, and MCSA.
  • Expanded Fault Coverage: From unbalance and misalignment to looseness, electrical defects, and rotor eccentricity.
  • Foundation to Future: Bridging traditional techniques with Industry 4.0 predictive tools.

Key Topics Include:

  • Fundamentals of vibration analysis and machine dynamics
  • Common fault types and their vibration signatures
  • Data collection, sensor placement, and interpretation techniques
  • Practical corrective actions to eliminate root causes
  • Best practices for a sustainable condition monitoring program
  • AI-based workflows for automated diagnostics and RUL prediction

With clear explanations, step-by-step methods, and a balance of theory and hands-on application, this book is your go-to resource for mastering both classical and modern vibration analysis.

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