Understanding Predictive Maintenance — Unit Roots and Stationarity

Marcin Stasko
Towards Data Science
13 min readNov 13, 2023

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Photo by Emma Gossett on Unsplash

Article Purpose

In this article, we’re diving into the critical concepts of unit roots and stationarity. Buckle up for an exploration into why checking stationarity is crucial, what unit roots are, and how these elements play a key role in our predictive maintenance arsenal. We will also master the chaos!
This article is part of the series…

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Let`s connect together. Digital transformation Manager (AI & Analytics), at LG Energy Solution, Lean Six Sigma Black Belt. ITIL Strategic Leader