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

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

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.

Original languageEnglish
Title of host publicationLecture Notes on Data Engineering and Communications Technologies
PublisherSpringer Science and Business Media Deutschland GmbH
Pages507-512
Number of pages6
DOIs
StatePublished - 2023

Publication series

NameLecture Notes on Data Engineering and Communications Technologies
Volume160

Bibliographical note

Funding Information:
Acknowledgment. This work is supported in part by the MOST Science and Technology Partnership Program (KY201802006), and National Research Base of Intelligent Manufacturing Service Chongqing Technology and Business University and the Universidad Politécnica Salesiana through the GIDTEC research group.

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Keywords

  • Centrifugal pump
  • Cloud computing
  • Fault detection

Fingerprint

Dive into the research topics of 'Serverless Architecture for Online Fault Detection in a Vertical Shaft Multistage Centrifugal Pump'. Together they form a unique fingerprint.

Cite this