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Listar por autor "Pineda Jaramillo, Juan Diego"

Mostrando ítems 1-6 de 6

Comparing energy consumption for rail transit routes through Symmetric Vertical Sinusoid Alignments (SVSA), and applying artificial neural networks. A case study of Metro Valencia (Spain)

Pineda-Jaramillo, Juan Diego; Salvador Zuriaga, Pablo; Insa Franco, Ricardo (Universidad Nacional de Colombia, 2017)

[ES] Este artículo presenta el entrenamiento de una red neuronal artificial usando el consumo energético medido en la red metropolitana de Valencia, España, para estimar el consumo energético de un sistema metro. Después ...
Impact of Symmetric Vertical Sinusoid Alignments on Infrastructure Construction Costs: Optimizing Energy Consumption in Metropolitan Railway Lines Using Artificial Neural Networks

Pineda-Jaramillo, J.; Salvador Zuriaga, Pablo; Martínez Fernández, Pablo; Insa Franco, Ricardo (Springer-Verlag, 2020-09)

[EN] Minimizing energy consumption is a key issue from both an environmental and economic perspectives for railways systems; however, it is also important to reduce infrastructure construction costs. In the present work, ...
Modeling the energy consumption of trains by applying neural networks

Pineda-Jaramillo, Juan Diego; Insa Franco, Ricardo; Martínez Fernández, Pablo (SAGE Publications, 2018)

[EN] This paper presents the training of a neural network using consumption data measured in the underground network of Valencia (Spain), with the objective of estimating the energy consumption of the systems. After the ...
Modelo de optimización del consumo energético en trenes mediante el diseño geométrico vertical sinusoidal y su impacto en el coste de la construcción de la infraestructura

Pineda Jaramillo, Juan Diego (Universitat Politècnica de València, 2017-11-06)

Railways are generally much more efficient than road transport in terms of energy consumption for both freight and passengers. Despite this, it is still necessary to reduce their energy consumption in order to improve their ...
Predicting the traction power of metropolitan railway lines using different machine learning models

Pineda-Jaramillo, J.; Martínez Fernández, Pablo; Villalba Sanchis, Ignacio; Salvador Zuriaga, Pablo; Insa Franco, Ricardo (Taylor & Francis, 2021-09-03)

[EN] Railways are an efficient transport mean with lower energy consumption and emissions in comparison to other transport means for freight and passengers, and yet there is a growing need to increase their efficiency. To ...
Preferencia de uso de un monorriel en una zona de ladera con población de bajos ingresos en la ciudad de Medellín

Pineda Jaramillo, Juan Diego; Sarmiento Ordosgoitia, Iván (Editorial Universitat Politècnica de València, 2016-06-01)

[ES] La sostenibilidad es un concepto cada vez más importante en los proyectos de transporte urbano. Asimismo, las condiciones de pobreza de poblaciones en laderas de ciudades latinoamericanas requieren de soluciones ...