MicroAI Factory Offers On Device ML-Based Solution for OEE

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By Lian Jye Su | 1Q 2022 | IN-6483

 

The General Availability of MicroAI Factory

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In March 2022, Dallas-based MicroAI announced the general availability of its MicroAI Factory solution. MicroAI Factory ingests machine and operational data to improve Overall Equipment Effectiveness (OEE), real-time cycle time analysis, and predictive maintenance. MicroAI Factory is deployed in commercial servers and designed to be plug-and-play. These servers can be connected across multiple facilities or production sites to share insights and further enhance the accuracy of the Machine Learning (ML) solution.

Data collected from Programmable Logic Controllers (PLCs) and machine sensors, including pressure, vibration, temperature, and audio, are analyzed using an ML inference engine deployed locally within an industrial computing appliance at a manufacturing or industrial site. The ML engine will generate cycle time analysis and behavioral models that provide real-time performance, productivity, and uptime analysis

Using Machine Learning to provide insight into OEE is becoming more common. By leveraging data collected from various production machinery, manufacturers …

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