D. Garcia-Alvarez

Fault detection and isolation in transient states using principal component analysis

D. Garcia-Alvarez, M.J. Fuente, G.I. Sainz-Palmero · Journal of Process Control · 2012 · 58 citations

Fault Diagnosis, Reliability Engineering, Engineering +9

Fault Detection and Diagnosis using Multivariate Statistical Techniques in a Wastewater Treatment Plant.

D. Garcia-Alvarez, M.J. Fuente, Pastora Vega et al. · IFAC Proceedings Volumes · 2009 · 39 citations

Fault Diagnosis, Engineering, Environmental Engineering +12

Knowledge based recursive non-linear partial least squares (RNPLS)

Alejandro Merino, D. Garcia-Alvarez, G.I. Sainz-Palmero et al. · ISA Transactions · 2020 · 21 citations · Full text

Nonlinear System Identification, Engineering, Machine Learning +4

Integrating PCA and structural model decomposition to improve fault monitoring and diagnosis with varying operation points

D. Garcia-Alvarez, Aníbal Bregón, Belarmino Pulido et al. · Engineering Applications of Artificial Intelligence · 2023 · 18 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +19

Fault detection in a wastewater treatment plant based on neural networks and PCA

M.J. Fuente, D. Garcia-Alvarez, G.I. Sainz-Palmero et al. · 2012 · 17 citations

Fault Diagnosis, Classical Pca Monitoring, Machine Learning +22