Concepedia

Ana González

AG

4

Publications

236

Citations

4

H-Index

2020

Active since

Affiliations

Universidad de Oviedo(Current)

Universidad de León

Ana González is an author at Universidad de Oviedo specializing in deep learning, engineering, and data science.

Top concepts

EngineeringData ScienceDeep LearningDiagnosisSmart GridLocalizationGreen BuildingMachine VisionBuilding EnergyMachine Systems

Publications per year

2020–2022

4

Publications

4

Health indicator for machine condition monitoring built in the latent space of a deep autoencoder

Ana González, Ignacio Díaz, Abel A. Cuadrado et al. · Reliability Engineering & System Safety · 2022 · 91 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings

Diego García-Pérez, Daniel Pérez, Ignacio Díaz et al. · IEEE Transactions on Smart Grid · 2020 · 74 citations · Full text

Engineering, Energy Efficiency, Autoencoders +20

DCNN for condition monitoring and fault detection in rotating machines and its contribution to the understanding of machine nature

Ana González, Ignacio Díaz, Abel A. Cuadrado · Heliyon · 2020 · 41 citations · Full text

Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders

Ana González, Ignacio Díaz, Abel A. Cuadrado et al. · Computers & Electrical Engineering · 2022 · 30 citations · Full text

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