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Mostrando ítems 1-6 de 6
Artículo
Prediction of pipe failures in water supply networks for longer time periods through multi-label classification
(Elsevier, 2023-03)
The unexpected failure of pipes is a problem that is hitting the water networks of many cities around the world. Nowadays, many proposals based on the use of machine learning techniques are emerging to combat this problem. ...
Artículo
Machine Learning-Based Analysis of a Wind Turbine Manufacturing Operation: A Case Study
(MDPI, 2022-07-01)
This study analyzes the lead time of the bending operation in the wind turbine tower manufacturing process. Since the operation involves a significant amount of employee interaction and the parts processed are heavy and ...
Artículo
Artificial neural networks to forecast failures in water supply pipes
(MDPI AG, 2021)
The water supply networks of many countries are experiencing a drastic increase in the number of pipe failures. To reverse this tendency, it is essential to optimise the replacement plans of pipes. For this reason, companies ...
Ponencia
Analizando la aplicabilidad de machine learning en la predicción del confort térmico
(PressBooks, 2021)
El confort térmico, relacionado con el establecimiento de la temperatura en el interior de los edificios, es el componente más determinante en el confort global y un factor decisivo en la salud y productividad y en el ...
Artículo
Trends and Applications of Machine Learning in Water Supply Networks Management
(OmniaScience, 2021)
Purpose: This study describes the trends and applications of machine learning systems in the management of water supply networks. Machine learning is a field in constant development, and it has a great potential and ...
Artículo
Analysis of Variables Affecting Indoor Thermal Comfort in Mediterranean Climates Using Machine Learning
(MDPI, 2023-08)
To improve the energy efficiency and performance of buildings, it is essential to understand the factors that influence indoor thermal comfort. Through an extensive analysis of various variables, actions can be developed ...