Posted On: Jul 24, 2019

Predictive Maintenance Using Machine Learning is a solution that automates the detection of potential equipment failures, and provides recommended actions to take. The solution is easy to deploy and contains an example dataset of a turbofan degradation simulation from NASA. But, you can modify the solution to use your own dataset.

The solution deploys Amazon SageMaker, AWS Lambda, Amazon S3, and Amazon CloudWatch Events. To learn more about Predictive Maintenance Using Machine Learning, see the solution webpage.

Additional AWS Solutions offerings are available on the AWS Solutions webpage, where customers can browse solutions by product category or industry to find AWS-vetted, automated, turnkey reference implementations that address specific business needs.