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

Mauricio Leonardo Villacís; Diego Cabrera; René Vinicio Sánchez; Mariela Cerrada

doi:10.1007/978-3-031-27915-7_89

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

Mauricio Leonardo Villacís, Diego Cabrera, René Vinicio Sánchez, Mariela Cerrada

Research and Development Group in Industrial Technologies (GIDTEC)

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-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 language	English
Title of host publication	Lecture Notes on Data Engineering and Communications Technologies
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	507-512
Number of pages	6
DOIs	https://doi.org/10.1007/978-3-031-27915-7_89
State	Published - 2023

Publication series

Name	Lecture Notes on Data Engineering and Communications Technologies
Volume	160
ISSN (Print)	2367-4512
ISSN (Electronic)	2367-4520

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

Access to Document

10.1007/978-3-031-27915-7_89

Cite this

Villacís, M. L., Cabrera, D., Sánchez, R. V., & Cerrada, M. (2023). Serverless Architecture for Online Fault Detection in a Vertical Shaft Multistage Centrifugal Pump. In Lecture Notes on Data Engineering and Communications Technologies (pp. 507-512). (Lecture Notes on Data Engineering and Communications Technologies; Vol. 160). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-27915-7_89

Villacís, Mauricio Leonardo ; Cabrera, Diego ; Sánchez, René Vinicio et al. / Serverless Architecture for Online Fault Detection in a Vertical Shaft Multistage Centrifugal Pump. Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, 2023. pp. 507-512 (Lecture Notes on Data Engineering and Communications Technologies).

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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.",

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Villacís, ML , Cabrera, D , Sánchez, RV & Cerrada, M 2023, Serverless Architecture for Online Fault Detection in a Vertical Shaft Multistage Centrifugal Pump. in Lecture Notes on Data Engineering and Communications Technologies. Lecture Notes on Data Engineering and Communications Technologies, vol. 160, Springer Science and Business Media Deutschland GmbH, pp. 507-512. https://doi.org/10.1007/978-3-031-27915-7_89

Serverless Architecture for Online Fault Detection in a Vertical Shaft Multistage Centrifugal Pump. / Villacís, Mauricio Leonardo ; Cabrera, Diego ; Sánchez, René Vinicio et al.
Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, 2023. p. 507-512 (Lecture Notes on Data Engineering and Communications Technologies; Vol. 160).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

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AB - 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.

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Villacís ML , Cabrera D , Sánchez RV , Cerrada M. Serverless Architecture for Online Fault Detection in a Vertical Shaft Multistage Centrifugal Pump. In Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH. 2023. p. 507-512. (Lecture Notes on Data Engineering and Communications Technologies). doi: 10.1007/978-3-031-27915-7_89

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

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