Pranoti Gathadi is a content strategist and freelance writer specialised in renewable energy technology. She holds a Master's degree in Electrical Machines and Drives with a background in Electrical Engineering. During her academic career, she published two research papers on "Hybrid Electric Vehicle" in IEEE and IJETT conferences. She has industrial work experience in the fields of patent analysis and market research. Pranoti is passionate about research and writing in the fields of Energy, Renewable energy and sustainability, Autonomous Vehicle, Semiconductor, Electric Vehicle, VR/AR, etc.
In this article, we will look at the challenges that engineers encounter when deploying a predictive maintenance system and how edge AI platforms like Edge Impulse can help factories optimize and deploy predictive maintenance models on industrial edge devices.