Implementación de mantenimiento predictivo para una bomba centrífuga utilizando machine learning
This document presents an application of machine learning as predictive maintenance in a simulated centrifugal pump, it is a strategy of how to use this branch of artificial intelligence as a maintenance technique. By means of discrete simulations data are extracted from dynamic variables such as to...
- Autores:
-
Soto Zabala, Daniel Felipe
- Tipo de recurso:
- Trabajo de grado de pregrado
- Fecha de publicación:
- 2021
- Institución:
- Universidad Antonio Nariño
- Repositorio:
- Repositorio UAN
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.uan.edu.co:123456789/5154
- Acceso en línea:
- http://repositorio.uan.edu.co/handle/123456789/5154
- Palabra clave:
- machine learning
turbo máquina
predicción
prevención
corrección
530.12
machine learning
Turbo Machine
Prediction
Prevention
Correction
- Rights
- openAccess
- License
- Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
| Summary: | This document presents an application of machine learning as predictive maintenance in a simulated centrifugal pump, it is a strategy of how to use this branch of artificial intelligence as a maintenance technique. By means of discrete simulations data are extracted from dynamic variables such as torque, pressure and flow from a centrifugal pump in a common water supply system, data is taken from the pump at two speed ranges in the pump rotor |
|---|