Overview of Publicly Available Degradation Data Sets for Tasks within Prognostics and Health Management

2024/03/20 by Fabian Mauthe, C. Braun, Mauthe, Fabian +7
Engineering · Decision Sciences · #Fault Detection and Control Systems #Reliability and Maintenance Optimization #Risk and Safety Analysis

paper · pdf · doi:10.48550/arxiv.2403.13694

Abstract

Central to the efficacy of prognostics and health management methods is the acquisition and analysis of degradation data, which encapsulates the evolving health condition of engineering systems over time. Degradation data serves as a rich source of information, offering invaluable insights into the underlying degradation processes, failure modes, and performance trends of engineering systems. This paper provides an overview of publicly available degradation data sets.

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