{"product_id":"smart-predictive-maintenance-platform-for-cnc-machines-9786209341168","title":"Smart Predictive Maintenance Platform for CNC Machines","description":"\u003cp\u003e • Author(s): Viacheslav Shargaev\u003cbr\u003e • Publisher: LAP Lambert Academic Publishing\u003cbr\u003e • Publisher Imprint: LAP Lambert Academic Publishing\u003cbr\u003e • BISAC: Engineering (General)\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"LAP Lambert Academic Publishing","offers":[{"title":"Paperback","offer_id":47574588129431,"sku":"9786209341168","price":4233.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9786209341168.webp?v=1774895849","url":"https:\/\/atlanticbooks.com\/products\/smart-predictive-maintenance-platform-for-cnc-machines-9786209341168","provider":"Atlantic Books","version":"1.0","type":"link"}