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...
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| Format: | Trabajo de grado (Pregrado y/o Especialización) |
| Language: | spa |
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Universidad Antonio Nariño
2021
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| Online Access: | http://repositorio.uan.edu.co/handle/123456789/5154 |
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| 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 |
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