predictive maintenance

A Self-powered Predictive Maintenance System Based on Piezoelectric Energy Harvesting and TinyML (ISLPED)

Nowadays, the Industrial Internet of Things (IIoT) plays a more and more significant role in smart manufacturing. Predictive Maintenance (PdM) is one of the essential applications, recognizing the current status of the machine and preventing …

LOPdM: A low-power on-device predictive maintenance system based on self-powered sensor and TinyML (TIM, IF=5.6)

Recently, predictive maintenance (PdM) has emerged as a prominent strategy that can recognize the current status and predict future trends of machines, thereby preventing disastrous breakdowns. Such systems are mostly based on artificial intelligence …

A Self-powered Sensing System With Embedded TinyML for Anomaly Detection

In the coming Industry 4.0 era, IoT (Internet of Things) technology plays a more and more critical role. Anomaly detection is one of the essential applications for ensuring safe manufacturing, living, etc. It equips the machine with intelligence for …