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Serverless Architecture for Online Fault Detection in a Vertical Shaft Multistage Centrifugal Pump

Abstract:

This paper proposes an architecture to online fault detection in a vertical axis multistage centrifugal pump. This is based on a serverless approach due to its advantages such as being able to create and execute applications and services without having to manage an infrastructure, besides being easily scalable. The purpose of this work is to expose the development of the architecture and its implementation in a well stablished cloud provider. Thus, performance tests were applied to an implementation of the proposed architecture with data acquired from the machine running in normal and faulty condition. The results showed that the proposal is feasible to be used for the fault detection task.