Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example

Prevent costly equipment failures by implementing a Predictive Maintenance system that uses vibration analysis, IIoT, and AI, which requires a robust IT infrastructure for data collection, processing, and analysis.


This content originally appeared on HackerNoon and was authored by Illia Smoliienko

Prevent costly equipment failures by implementing a Predictive Maintenance system that uses vibration analysis, IIoT, and AI, which requires a robust IT infrastructure for data collection, processing, and analysis.


This content originally appeared on HackerNoon and was authored by Illia Smoliienko


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APA

Illia Smoliienko | Sciencx (2025-09-07T11:27:20+00:00) Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example. Retrieved from https://www.scien.cx/2025/09/07/mathematics-big-data-and-ai-how-predictive-maintenance-works-using-a-bearing-as-an-example/

MLA
" » Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example." Illia Smoliienko | Sciencx - Sunday September 7, 2025, https://www.scien.cx/2025/09/07/mathematics-big-data-and-ai-how-predictive-maintenance-works-using-a-bearing-as-an-example/
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Illia Smoliienko | Sciencx Sunday September 7, 2025 » Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example., viewed ,<https://www.scien.cx/2025/09/07/mathematics-big-data-and-ai-how-predictive-maintenance-works-using-a-bearing-as-an-example/>
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Illia Smoliienko | Sciencx - » Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/09/07/mathematics-big-data-and-ai-how-predictive-maintenance-works-using-a-bearing-as-an-example/
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" » Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example." Illia Smoliienko | Sciencx - Accessed . https://www.scien.cx/2025/09/07/mathematics-big-data-and-ai-how-predictive-maintenance-works-using-a-bearing-as-an-example/
IEEE
" » Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example." Illia Smoliienko | Sciencx [Online]. Available: https://www.scien.cx/2025/09/07/mathematics-big-data-and-ai-how-predictive-maintenance-works-using-a-bearing-as-an-example/. [Accessed: ]
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» Mathematics, Big Data, and AI: How Predictive Maintenance Works Using a Bearing as an Example | Illia Smoliienko | Sciencx | https://www.scien.cx/2025/09/07/mathematics-big-data-and-ai-how-predictive-maintenance-works-using-a-bearing-as-an-example/ |

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