{"product_id":"shargaev-viacheslav-smart-predictive-maintenance-platform-for-cnc-machines-9786209341168","title":"Smart Predictive Maintenance Platform for CNC Machines","description":"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.","brand":"LAP LAMBERT Academic Publishing","offers":[{"title":"Default Title","offer_id":53818602226006,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/shargaev-viacheslav-smart-predictive-maintenance-platform-for-cnc-machines-9786209341168","provider":"momoxbooks","version":"1.0","type":"link"}