Manufacturing plants generate enormous volumes of data every second, from vibration sensors on rotating equipment to temperature readings in chemical reactors and throughput counters on packaging lines. Yet the vast majority of this data is never analyzed in time to influence decisions on the shop floor. In this article, IIoT World explores the end-to-end journey […]
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Proprietary data silos remain one of the largest barriers to scaling industrial process optimization across multi-vendor factory environments. Open data standards such as OPC UA, MQTT, and Sparkplug B offer a path forward by establishing common data models and communication protocols that allow equipment from different manufacturers to share information seamlessly. In this article, IIoT […]
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Traditional industries have evolved by implementing many Industrial IoT practices, where we can get data from mechanical devices and sensors. Such real-time data monitoring helps perform better analysis, predict equipment failure, and reduce operating costs. However, IIoT creates enormous volumes of data that must be retained and controlled over long periods. Managing large volumes of […]
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