Charlie5DH/PredictiveMaintenance-and-Vibration-Resources
Papers and datasets for Vibration Analysis
This resource provides a collection of papers, datasets, and other materials focused on vibration analysis and predictive maintenance. It helps engineers and technicians diagnose potential issues in machinery by analyzing vibration data, enabling them to anticipate and prevent equipment failures. Users can find raw vibration measurements and related research to build or improve their predictive maintenance strategies.
213 stars. No commits in the last 6 months.
Use this if you are an industrial engineer, maintenance manager, or data scientist working with machinery and need to find reliable datasets or research to develop predictive maintenance models based on vibration signals.
Not ideal if you are looking for ready-to-use software solutions or a step-by-step guide for implementing predictive maintenance without a foundational understanding of data analysis.
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Jupyter Notebook
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Last pushed
Feb 02, 2025
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