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Condition-based Maintenance: Rainflow Counting
Towards Data Science - Medium towardsdatascience.com
Analyzing thermal cycles for Remaining Useful Lifetime predictions
Introduction
In today’s data-driven world, businesses are increasingly turning to technology to optimize their operations and reduce downtime. Be it power supplies, wind turbines, transistors, engines — sensors collect data from various components during all stages of a product’s life cycle: from development via manufacturing to operation, companies monitor their products digitally.
Hence, predictive maintenance, condition-based maintenance and condition monitoring …
author businesses components data data-driven data science downtime license life machine learning maintenance operations power predictive maintenance product rail reduce sensors technology tool wind turbines world