GitHub

Autoencoder-based anomaly detection for sensor data using MATLAB

This demo highlights how one can use a semi-supervised machine learning technique based on autoencoder to detect an anomaly in sensor data (output pressure of a triplex pump). The demo also shows how ...
IEEE

Implementation of Dual Three-Phase Linear Hall Sensor-Based Embedded Magnetic Encoder in Permanent Magnet Synchronous Motors

Abstract: Normally, three-phase linear Hall sensor-based embedded magnetic encoder (EME) are used in permanent magnet synchronous motors to detect the rotor angle, in which prefilters are used to ...
GitHub

Arduino library for MX1508 dual DC motor driver

This motor driver is only ideal for low power applications(Motors that draws less that 1.5A). This library is made to simplify the use of MX1508. This Arduino Libary ...
IEEE

Time-Varying Gaussian Encoder-Based Adaptive Sensor-Weighted Method for Turbofan Engine Remaining Useful Life Prediction

Abstract: Remaining useful life (RUL) prediction, as an essential aspect of condition-based maintenance (CBM), has attracted substantial interest in industrial measurement. Recently, deep ...