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Smart Predictive Maintenance Platform for CNC Machines by Viacheslav Shargaev

Smart Predictive Maintenance Platform for CNC Machines

by Viacheslav Shargaev
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Book cover type: Paperback
  • ISBN13: 9786209341168
  • Binding: Paperback
  • Subject: N/A
  • Publisher: LAP Lambert Academic Publishing
  • Publisher Imprint: LAP Lambert Academic Publishing
  • Publication Date:
  • Pages: 68
  • Original Price: GBP 38.19
  • Language: English
  • Edition: N/A
  • Item Weight: 105 grams
  • BISAC Subject(s): Engineering (General)

This monograph examines the design and implementation of a smart predictive maintenance platform for CNC machines, integrating real-time sensing, data analytics, and AI-driven diagnostic models. The author explores how hybrid human-machine interaction, anomaly detection, and adaptive decision-making improve equipment reliability, reduce downtime, and enhance overall manufacturing efficiency. The book outlines a practical framework for developing predictive maintenance workflows, supported by case studies and model architectures relevant to modern industrial environments. It offers a comprehensive perspective on building intelligent, resilient, and scalable maintenance systems for next-generation manufacturing.

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