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

Grupo de Investigación y Desarrollo en Tecnologías Industriales (GIDTEC)

Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

Resumen

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.

Idioma original	Inglés
Título de la publicación alojada	Lecture Notes on Data Engineering and Communications Technologies
Editorial	Springer Science and Business Media Deutschland GmbH
Páginas	507-512
Número de páginas	6
DOI	https://doi.org/10.1007/978-3-031-27915-7_89
Estado	Publicada - 2023

Serie de la publicación

Nombre	Lecture Notes on Data Engineering and Communications Technologies
Volumen	160
ISSN (versión impresa)	2367-4512
ISSN (versión digital)	2367-4520

Nota bibliográfica

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

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

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Villacís, M. L., Cabrera, D., Sánchez, R. V., & Cerrada, M. (2023). Serverless Architecture for Online Fault Detection in a Vertical Shaft Multistage Centrifugal Pump. En 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. En 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).

Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

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AU - Cerrada, Mariela

PY - 2023

Y1 - 2023

N2 - 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.

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. En 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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