Data-Driven Predictive Maintenance In a Nutshell

An Overview of Fundamental Concepts and Popular Algorithms

Shuai Guo
Towards Data Science
11 min readFeb 15, 2021

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For complex systems such as airplanes, railways, power plants, maintenance is a big issue as it ensures the systems’ reliability and safety during their life cycles.

By tapping the power of advanced sensor capability, IoT technology, and data analytics…

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Data scientist, specialized in statistical modeling and uncertainty analysis for reliable system design.