Every machine in a factory is a storyteller. Motors hum, valves pulse, and robotic arms flex—each leaving a digital footprint in the form of vibration signatures, torque readings, and temperature curves. Production systems add more layers: batch IDs, recipe adjustments, and operator inputs. Together, this flood of time-series data could tell manufacturers not only what […]
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With the increased adoption of the Industrial Internet of Things (IIoT), connected devices and sensors generate vast amounts of data, and you’ll need an effective way to capture, store, and visualize all of it. With effective data visualization and analysis, you can transform raw data into actionable insights and make informed decisions. This post will […]
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In the era of Industry 4.0, industrial IoT developers and decision-makers face the challenge of selecting the most suitable data solution for their organizations. Two popular options are data historians and time series databases. While both have merits, it’s crucial to understand their pros and cons to make an informed decision. In this article, we’ll […]
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