Industry White Paper

The New AI-Powered Grid: RAM-1 Is the World’s Smartest Powerline Monitoring System

June 02, 2022 by Edge Impulse
Topics Covered
  • A Modern, Rugged, Predictive Maintenance Device
  • Anytime, Everywhere Communication for Remote Locations
  • Building a Smart System That Delivers ROI, Longevity and Customer Satisfaction First

Case Study Overview

The electric power grids which supply energy to the machines that run our modern way of life are some of the largest interconnected systems in the world. With an increase in energy demand, changing environmental conditions and the need to accommodate diverse energy sources such as gas-fired plants and renewables, it is more important than ever to preemptively predict and prevent potential outages and failovers.


In this case study, explore how Izoelektro, Irnas, Arm and Edge Impulse collaborated to develop and deploy a next-generation power grid monitoring device, running embedded machine learning models built using Edge Impulse's industry-leading edge ML development platform