awslabs/aws-fleet-predictive-maintenance
Predictive Maintenance for Vehicle Fleets
This solution helps fleet managers and operations engineers predict potential vehicle failures and minimize unplanned downtime and repair costs. By analyzing vehicle sensor data over time, it generates insights into which parts are likely to fail, allowing for proactive maintenance. The output is a deep learning model that predicts failures, improving fleet reliability and reducing operational expenses.
No commits in the last 6 months.
Use this if you manage a fleet of vehicles and want to leverage sensor data to anticipate maintenance needs and avoid costly breakdowns.
Not ideal if you do not have access to vehicle sensor data or are not working within the AWS ecosystem.
Stars
71
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33
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Dec 22, 2022
Commits (30d)
0
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