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The Evolution of Predictive Maintenance: 2026 Standards and Industrial Implementation

"(Note: While retrospective analyses often reference foundational shifts that began taking shape around 2021, this guide examines the mature, hyper-connected predictive maintenance landscape of 2026, where artificial intelligence and edge computing dictate modern asset reliability.) Industrial manufacturing and facility management have undergone a paradigm shift over the past half-decade. What was once experimental experimentation with IoT sensors in 2021 has matured into standardized, autonomous asset health management. In 2026, predictive maintenance (PdM) is no longer just a method to reduce unplanned downtime; it serves as the operational..."

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