{"product_id":"ai-predictive-maintenance-workflow-a-practical-end-to-end-guide-to-machine-learning-iot-sensors-data-pipelines-and-automation-for-reducing-downtim-9798279289066","title":"AI Predictive Maintenance Workflow: A Practical End-To-End Guide to Machine Learning, Iot Sensors, Data Pipelines, and Automation for Reducing Downtim","description":"\u003cp\u003e • Author(s): Moris Tech\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Generative AI\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThe $1.5 Trillion Problem: Is Your Industry Prepared for the End of Unplanned Downtime?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnplanned downtime is no longer just an inconvenience-it is a financial catastrophe.\u003c\/b\u003e Recent data reveals that unplanned downtime costs Fortune Global 500 companies approximately 11 percent of their annual turnover, totaling nearly $1.5 trillion in global losses every year. For the average facility, this translates to 800 hours of lost production annually. That is more than 15 hours of wasted time, every single week, where machines are silent and profits are vanishing.\u003c\/p\u003e\u003cp\u003eIn an era of fragile supply chains and razor-thin margins, waiting for a machine to break before fixing it is a strategy for failure. The transition to AI-driven predictive maintenance is no longer a luxury for the few; it is an absolute necessity for any industrial system that intends to survive the next decade.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAI Predictive Maintenance\u003c\/b\u003e is your comprehensive guide to shifting from reactive chaos to proactive precision. This book provides the roadmap for leveraging real-time data to forecast equipment failure before it happens, allowing you to intervene exactly when needed.\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eIn this guide, you will master the strategies to transform your operations: \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eEliminate the Cost of Silence: \u003c\/b\u003e Learn how to identify the early warning signs of equipment fatigue, turning the average 15 hours of weekly lost production into 15 hours of high-value output.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eMaster Real-Time Forecasting: \u003c\/b\u003e Understand the mechanics of how AI processes sensor data to predict failures with surgical precision, extending the life of your most expensive physical assets.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eOptimize Energy and Resources: \u003c\/b\u003e Discover how predictive models do more than just prevent breaks-they optimize machine performance to reduce energy consumption and operational waste.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eBuild Adaptive Systems: \u003c\/b\u003e Move beyond rigid maintenance schedules. Learn to create intelligent ecosystems that adjust to real-world wear and tear, ensuring absolute reliability under the most demanding conditions.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eSecure the Bottom Line: \u003c\/b\u003e Bridge the gap between engineering and finance by implementing systems that directly protect your margins and insulate your business from global supply chain shocks.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe industrial world is splitting into two camps: those who react to disasters and those who predict them. By the time a machine stops, the money is already gone.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStop managing crises and start managing data.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47573793865879,"sku":"9798279289066","price":1776.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798279289066.webp?v=1774893820","url":"https:\/\/atlanticbooks.com\/products\/ai-predictive-maintenance-workflow-a-practical-end-to-end-guide-to-machine-learning-iot-sensors-data-pipelines-and-automation-for-reducing-downtim-9798279289066","provider":"Atlantic Books","version":"1.0","type":"link"}