Predictive Maintenance with Anomaly Detection in Industrial Manufacturing

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Introduction to Anomaly Detection and Predictive Maintenance In today’s competitive industrial landscape, manufacturing companies need to ensure maximum uptime of their equipment while minimizing unexpected downtime and maintenance costs. Anomaly detection for predictive maintenance has emerged as a vital tool to achieve this goal. In this article, we will explore what anomaly detection and predictive…

Predictive Maintenance 101: A Beginner’s Guide for Manufacturing Operators

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Introduction to Predictive Maintenance Predictive maintenance (PdM) is a proactive approach to maintaining industrial equipment and machinery. Unlike traditional reactive maintenance methods, where repairs are performed after a failure has occurred, PdM uses data, technology, and analytics to predict and prevent equipment failures before they happen. This helps manufacturing operators optimize maintenance schedules, improve productivity,…