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612-822-4611
Smart Predictive Maintenance Platform for CNC Machines

Smart Predictive Maintenance Platform for CNC Machines

Paperback

Technology & Engineering

ISBN10: 6209341160
ISBN13: 9786209341168
Publisher: LAP Lambert Academic Publishing
Published: Dec 10 2025
Pages: 68
Weight: 0.23
Height: 0.16 Width: 6.00 Depth: 9.00
Language: English
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.

Also from

Shargaev, Viacheslav

Also in

Technology & Engineering