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Predictive Maintenance using AWS

Author(s):

Vasu Rastogi , IMS Engineering College Ghaziabad; Mangla Prasad, IMS Engineering College Ghaziabad; Kushagra Pandey, IMS Engineering College Ghaziabad; Vinita Chauhan, IMS Engineering College Ghaziabad

Keywords:

Predictive Maintenance, AWS, S3, IoT, ML, Cloud Watch, IAM, SNS

Abstract

Predictive Maintenance is one of the various applications of IoT to predict the wearing out of a part in a Machine by using sensors to reduce the downtime and thus reducing the cost that is incurred by the unnecessary maintained. This makes us to shift our operations from being reactive to proactive. The paper explains how to use the cloud services provided by Amazon Web Services so as to reduce the initial cost of setting up the infrastructure required and also provide with scalable and rapid deployment of the project. We would be first using a set of training data to train our Machine Learning model and then simulate test data for real time predictions. The trained ML model would predict the state of machine and trigger the Cloud watch alarm if there is a failure.

Other Details

Paper ID: IJSRDV5I21077
Published in: Volume : 5, Issue : 2
Publication Date: 01/05/2017
Page(s): 1133-1134

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