In the manufacturing process, equipment failure is directly related to productivity, so
predictive maintenance plays a very important role. Industrial parks are distributed, and data …

Federated Learning has emerged as a revolutionary technology in Machine Learning (ML),
enabling collaborative training of models in a distributed environment while ensuring privacy …

The biopharmaceutical industry has specificities related to the optimization of its processes,
the effectiveness of the maintenance of the productive park in the face of regulatory …

The ability to monitor ambient characteristics, interact with them, and derive information
about the surroundings has been made possible by the rapid proliferation of edge sensing …

Federated Learning (FL) can be defined as an effective solution for using the benefits of
machine learning (ML) in distributed systems, in which the data of the clients remain …

Predictive maintenance plays a crucial role across diverse domains, ensuring operational
efficiency and reliability. However, the increasing need for securing predictive maintenance …

This paper introduces M 3 fed, a novel solution for federated learning of movement anomaly
detection models. This innovation has the potential to improve data privacy and reduce …

Federated Learning (FL) combined with the Industrial Internet of Things (IIoT) enhances
decision-making in industrial settings by leveraging decentralized machine learning (ML) to …