Abel A. Cuadrado

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

The Penicillium Chrysogenum Extracellular Proteome. Conversion from a Food-rotting Strain to a Versatile Cell Factory for White Biotechnology

Mohammad‐Saeid Jami, Carlos García‐Estrada, Carlos Barreiro et al. · Molecular & Cellular Proteomics · 2010 · 75 citations · Full text

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

Implementation of a Hybrid Distributed/Centralized Real-Time Monitoring System for a DC/AC Microgrid With Energy Storage Capabilities

Pablo García, Pablo Arboleyá, Bassam Mohamed et al. · IEEE Transactions on Industrial Informatics · 2016 · 38 citations · Full text

Engineering, Power Grid Operation, Dc/ac Microgrid +18