Federated Prognostic Model for Predicting Failure Times Using Multi-Stream Incomplete Sensor Data

This article proposes a federated prognostic model that allows multiple users to jointly construct a failure time prediction model using their multi-stream, high-dimensional, and incomplete sensor data while keeping each user's data local and confidential.