플루토솔루션 - IoT/IIoT 솔루션 전문기업

Solutions

Anomaly Detection Solution

The anomaly detection solution is a smart sensor module based on wireless technology for the predictive maintenance required in the operating environment of ancillary equipment for factory production.
It collects and transmits the equipment‘s vibration/motor status signals (torque, speed, etc.) as early signals of predictive maintenance.
Currently, it is applied to OHTs, stockers, etc., and can be easily linked with various external sensors.

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Key Feature

Main Features of the Anomaly Detection Solution

Diagnosis/analysis/monitoring to identify anomalies in advance
Provides optimal deep learning-based algorithms
Immediate alert when an abnormal signal occurs

OHT Anomaly Detection Monitoring
Deep Learning-based Motor Anomaly Detection

Anomaly Detection Solution

OHT Anomaly Detection Monitoring Solution

A solution to identify abnormal signs of OHT (overhead hoist transport) vehicles operating in the line for mass-producing semiconductors in advance and diagnose, analyze and monitor stability.

Related Products

Semiconductor FAB
OHT (OVERHEAD HOIST TRANSPORT) Vehicle
Data Platform / Monitoring System

Anomaly Detection Solution

Deep Learning-based Motor Anomaly Detection Solution

The anomaly detection solution using motor vibration is a solution that uses machine learning techniques to choose items estimated to have high correlation with failure in a motor.
It replaces statistically difficult problems with big data and uses both rule-based and learning-based techniques to improve the performance of anomaly detection beyond existing rules-based detection and save time and costs required for data collection due to the application of rules if a motor type is changed.