IOT – Integrated Adaptive Edge Intelligence for Predictive Diagnostics In Smart Industrial Environments

Abstract

The operation of machines continuously is essential in productivity, and breakdowns lead to downtimes, repairs and utilities. This paper provides a predictive diagnostic system based on Adaptive Edge Intelligence in industries. On the edge devices, real-time sensor data is preprocessed, features extracted and anomalies identified and this minimizes the latency and reliability. Patterns are updated by adaptive learning according to changes in situations. ThingSpeak cloud facilitates monitoring and visualization, warning generation, better prediction accuracy, response time, safety, productivity, and less downtime.