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Articles tagged as Predictive Maintenance

Predictive Maintenance: The Hidden ROI Driver Manufacturers Can’t Ignore

Every minute of downtime costs manufacturers thousands, sometimes millions, of dollars. Predictive maintenance, powered by real-time IIoT platforms, offers a proactive approach to avoid costly equipment failures and production halts. What Does Reactive Maintenance Really Cost?…

Five reasons why AI projects fail in manufacturing

Manufacturing AI projects fail at a rate of 76.4%, according to Folio3 AI, and 84% of those failures trace back to leadership decisions rather than technical limitations (Labor411). IIoT World documented the five most common root…

Modernizing Data Historians for Smarter Industrial Operations

A new technical paper is now available, offering critical insights for industries seeking to modernize their data historians and improve overall operational efficiency. This paper explores the evolving role of data historians in the era of…

Managing Highly Contextualized Data for IIoT

Have you ever wondered how industries using smart devices handle tons of unique data loading on their server?  High cardinality data allows for detailed tracking and monitoring of each sensor, machine, and device in real-time. Finding…

Evolving Standards and Architectures for IIoT Data

The increasing volume and diversity of IIoT data present significant challenges for interoperability and integration. While standards are crucial for establishing a common language for data exchange, they alone cannot solve all the challenges. This article…

Why You Need a Time Series Database for Predictive Maintenance

In the industrial sector, unplanned downtime can lead to significant financial losses. Predictive maintenance offers a solution to this problem by identifying potential issues before they cause disruptions. One crucial component of an effective predictive maintenance…