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Sheath-Current-Acquisition

AI-powered sheath current monitoring using STM32F407 and W5500 for real-time analysis, fault detection, and predictive maintenance.

TheoIm

Published June 19, 2026

Original author: Shinar-of-Clark · United States of AmericaOriginal source (new tab)

Sheath-Current-Acquisition

Components

Hardware components

WIZnet parts

Project description

What the Project Does In many electrical facilities, sheath current measurements are collected during scheduled inspections. While this approach has been used for years, it has several limitations: Abnormal events may occur between inspections. Historical trends are difficult to capture. Diagnosis often depends on engineer experience. Scaling monitoring across multiple assets increases operational workload. This project takes a different approach. Instead of simply collecting current measurements, it continuously analyzes electrical behavior at the edge and delivers meaningful information to…

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