Search Results for author: Joaquín Borrego-Díaz

Found 3 papers, 2 papers with code

On the Soundness of XAI in Prognostics and Health Management (PHM)

1 code implementation9 Mar 2023 David Solís-Martín, Juan Galán-Páez, Joaquín Borrego-Díaz

This work presents a critical and comparative revision on a number of XAI methods applied on time series regression model for PM.

Explainable Artificial Intelligence (XAI) Management +4

A stacked DCNN to predict the RUL of a turbofan engine

1 code implementation Annual conference pf the PHM society 2021 David Solís-Martín, Juan Galán-Páez, Joaquín Borrego-Díaz

This paper presents the data-driven techniques and methodologies used to predict the remaining useful life (RUL) of a fleet of aircraft engines that can suffer failures of diverse nature.

Bayesian Optimization Model Selection +1

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