Can I read Federated Learning for IIoT Monitoring on EtoBox?

Federated Learning for IIoT Monitoring by Aravind Kumar is a document available to read on EtoBox.

What is Federated Learning for IIoT Monitoring about?

This paper presents a Federated Learning approach for condition monitoring of rotating machines using Autoencoders, which allows for distributed training on edge devices while preserving data privacy. The proposed method reduces network utilization and resource consumption by keeping sensor data local and only sharing model parameters, making it suitable for IIoT environments with limited connectivity. Evaluations on real-world datasets demonstrate that this approach achieves competitive performance compare

Author

Aravind Kumar

Language

EN