A Hybrid Approach for Fusing Physics and Data for Failure Prediction

This work describes the architecture for developing physics of failure models, derived as a function of machine sensor data, and integrating with data pertaining to other relevant factors like geography, manufacturing, environment, customer and inspection information, that are not easily modeled usi...

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Bibliographic Details
Main Authors: Prashanth Pillai, Anshul Kaushik, Shivanand Bhavikatti, Arjun Roy, Virendra Kumar
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2016-12-01
Series:International Journal of Prognostics and Health Management
Subjects:
Online Access:https://papers.phmsociety.org/index.php/ijphm/article/view/2463