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What is Predictive Maintenance ? #machinelearning #ai

In this video I explain about predictive maintenance. Predictive maintenance techniques are designed to help determine the condition of in-service equipment in order to estimate when maintenance should be performed. This approach promises cost savings over routine or time-based preventive maintenance, because tasks are performed only when warranted. Thus, it is regarded as condition-based maintenance carried out as suggested by estimations of the degradation state of an item

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Relevant Links:
https://www.scnsoft.com/blog/iot-predictive-maintenance-guide
https://cloud.google.com/blog/products/data-analytics/strategy-implementing-industrial-predictive-maintenance-part-i
https://aws.amazon.com/blogs/iot/using-aws-iot-for-predictive-maintenance/
https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/predictive-maintenance#:~:text=The%20predictive%20maintenance%20solution%20monitors,building%20a%20predictive%20maintenance%20solution.
https://www.birlasoft.com/articles/predictive-maintenance-in-oil-gas-Industry
https://www.bosch-mobility-solutions.com/en/solutions/software-and-services/predictive-diagnostics/
https://www.startus-insights.com/innovators-guide/discover-5-top-predictive-maintenance-solutions-impacting-utility-companies/
https://carmen.sg/use-cases/