Aníbal Bregón

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 15

Top Topics

Partial Least Squares

Structural Model

Fault Diagnosis

Top Venues

Eng. Appl. Artif. Intell.

Comput. Ind. Eng.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Álvaro García, Aníbal Bregón, Miguel A. Martínez-Prieto
Digital Twin Learning Ecosystem: A cyber-physical framework to integrate human-machine knowledge in traditional manufacturing. Internet Things 25 (2024)
Jorge Silvestre, Miguel A. Martínez-Prieto, Aníbal Bregón, Pedro C. Álvarez-Esteban
A deep learning-based approach for predicting in-flight estimated time of arrival. J. Supercomput. 80 (12) (2024)
Jorge Silvestre, Paula Mielgo, Aníbal Bregón, Miguel A. Martínez-Prieto, Pedro C. Álvarez-Esteban
Towards aircraft trajectory prediction using LSTM networks. SAC (2024)
Diego Garcia-Alvarez, Aníbal Bregón, Belarmino Pulido, Carlos J. Alonso-González
Integrating PCA and structural model decomposition to improve fault monitoring and diagnosis with varying operation points. Eng. Appl. Artif. Intell. 122 (2023)
Álvaro García, Aníbal Bregón, Miguel A. Martínez-Prieto
A non-intrusive Industry 4.0 retrofitting approach for collaborative maintenance in traditional manufacturing. Comput. Ind. Eng. 164 (2022)
Álvaro García, Aníbal Bregón, Miguel A. Martínez-Prieto
Towards a connected Digital Twin Learning Ecosystem in manufacturing: Enablers and challenges. Comput. Ind. Eng. 171 (2022)
Belarmino Pulido, Jesús M. Zamarreño, Alejandro Merino Gómez, Aníbal Bregón
State space neural networks and model-decomposition methods for fault diagnosis of complex industrial systems. Eng. Appl. Artif. Intell. 79 (2019)
Carlos J. Alonso-González, Belarmino Pulido, Mario Cartón, Aníbal Bregón
A Big Data Architecture for Fault Prognostics of Electronic Devices: Application to Power MOSFETs. IEEE Access 7 (2019)
Carlos J. Alonso-González, Aníbal Bregón, Belarmino Pulido, Matías A. Nacusse, Sergio J. Junco
Autonomous vehicle traction subsystem modeling and diagnosis using BG-PCs. DX (2017)
Iván García, Miguel A. Martínez-Prieto, Aníbal Bregón, Pedro C. Álvarez, Fernando Díaz
Towards a Scalable Architecture for Flight Data Management. DATA (2017)
Belarmino Pulido, Aníbal Bregón, Carlos J. Alonso-González, Alberto Hernández, David Rubio, Luis Miguel Villarroel
DxPCs: a toolbox for model-based diagnosis of dynamic systems using possible conflicts. Prog. Artif. Intell. 5 (2) (2016)
Matthew J. Daigle, Aníbal Bregón, Xenofon D. Koutsoukos, Gautam Biswas, Belarmino Pulido
A qualitative event-based approach to multiple fault diagnosis in continuous systems using structural model decomposition. Eng. Appl. Artif. Intell. 53 (2016)
Aníbal Bregón, Carlos Alonso González, Belarmino Pulido
Improving Fault Isolation and Identification for Hybrid Systems with Hybrid Possible Conflicts. DX (2015)
Matthew J. Daigle, Aníbal Bregón, Indranil Roychoudhury
A Structural Model Decomposition Framework for Hybrid Systems Diagnosis. DX (2015)
Belarmino Pulido, Carlos Alonso González, Aníbal Bregón, Alberto Hernández
Characterizing and Computing HBG-PCs for Hybrid Systems Fault Diagnosis. CAEPIA (2015)
Aníbal Bregón, Gautam Biswas, Belarmino Pulido, Carlos Alonso González, Hamed Khorasgani
A Common Framework for Compilation Techniques Applied to Diagnosis of Linear Dynamic Systems. IEEE Trans. Syst. Man Cybern. Syst. 44 (7) (2014)
Aníbal Bregón, Matthew J. Daigle, Indranil Roychoudhury, Gautam Biswas, Xenofon D. Koutsoukos, Belarmino Pulido
An event-based distributed diagnosis framework using structural model decomposition. Artif. Intell. 210 (2014)
Matthew J. Daigle, Aníbal Bregón, Indranil Roychoudhury
Distributed Prognostics Based on Structural Model Decomposition. IEEE Trans. Reliab. 63 (2) (2014)
Aníbal Bregón, Carlos J. Alonso-González, Belarmino Pulido
Integration of Simulation and State Observers for Online Fault Detection of Nonlinear Continuous Systems. IEEE Trans. Syst. Man Cybern. Syst. 44 (12) (2014)
Noemi Moya Alonso, Aníbal Bregón, Carlos J. Alonso-González, Belarmino Pulido
A Common Framework for Fault Diagnosis of Parametric and Discrete Faults Using Possible Conflicts. CAEPIA (2013)
Erik Frisk, Aníbal Bregón, Jan Åslund, Mattias Krysander, Belarmino Pulido, Gautam Biswas
Diagnosability Analysis Considering Causal Interpretations for Differential Constraints. IEEE Trans. Syst. Man Cybern. Part A 42 (5) (2012)
Aníbal Bregón, Gautam Biswas, Belarmino Pulido
A Decomposition Method for Nonlinear Parameter Estimation in TRANSCEND. IEEE Trans. Syst. Man Cybern. Part A 42 (3) (2012)
Diego Garcia-Alvarez, Aníbal Bregón, Maria J. Fuente, Belarmino Pulido Junquera
Improving parameter estimation using minimal analytically redundant subsystems. CDC/ECC (2011)
Aníbal Bregón, Belarmino Pulido, Gautam Biswas, Xenofon D. Koutsoukos
Generating Possible Conflicts From Bond Graphs Using Temporal Causal Graphs. ECMS (2009)
Belarmino Pulido Junquera, Aníbal Bregón, Carlos Alonso González
Analyzing the Influence of Differential Constraints in Possible Conflict and ARR Computation. CAEPIA (2009)
Belarmino Pulido Junquera, Aníbal Bregón, Carlos Alonso González
Improving robustness in consistency-based diagnosis using possible conflicts. ECAI (2008)
Carlos J. Alonso, Oscar J. Prieto, Juan José Rodríguez, Aníbal Bregón, Belarmino Pulido Junquera
Stacking Dynamic Time Warping for the Diagnosis of Dynamic Systems. CAEPIA (2007)
Oscar J. Prieto, Aníbal Bregón
A comparison of two machine-learning techniques to focus the diagnosis task. STAIRS (2006)
Aníbal Bregón, María Aránzazu Simón Hurtado, Juan José Rodríguez, Carlos J. Alonso, Belarmino Pulido Junquera, Q. Isaac Moro
Early Fault Classification in Dynamic Systems Using Case-Based Reasoning. CAEPIA (2005)