Publications by the researcher in collaboration with Carlos Javier Alonso Gonzalez (46)

2023

  1. Clustering and Deep-Learning for Energy Consumption Forecast in Smart Buildings

    IEEE Access, Vol. 11, pp. 128061-128080

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

    Engineering Applications of Artificial Intelligence, Vol. 122

2021

  1. The artificial intelligence approach to model-based diagnosis

    Diagnosis and Fault-tolerant Control 1: Data-driven and Model-based Fault Diagnosis Techniques (wiley), pp. 197-229

2019

  1. A Big Data Architecture for Fault Prognostics of Electronic Devices: Application to Power MOSFETs

    IEEE Access, Vol. 7, pp. 102160-102173

  2. Model-Based Diagnosis by the Artificial Intelligence Community: Alternatives to GDE and Diagnosis of Dynamic Systems

    Fault Diagnosis of Dynamic Systems: Quantitative and Qualitative Approaches (Springer International Publishing), pp. 125-152

  3. Model-Based Diagnosis by the Artificial Intelligence Community: The DX Approach

    Fault Diagnosis of Dynamic Systems: Quantitative and Qualitative Approaches (Springer International Publishing), pp. 97-124

2018

  1. Hybrid bond-graph possible conflicts for hybrid systems fault diagnosis

    Fault Diagnosis of Hybrid Dynamic and Complex Systems (Springer International Publishing), pp. 123-152

2016

  1. DxPCs: a toolbox for model-based diagnosis of dynamic systems using possible conflicts

    Progress in Artificial Intelligence, Vol. 5, Núm. 2, pp. 111-120

  2. Faster and more accurate FDI for hybrid systems using hybrid possible conflicts

    Conference on Control and Fault-Tolerant Systems, SysTol

2015

  1. Characterizing and computing HBG-PCs for hybrid systems fault diagnosis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Improving fault isolation and identification for hybrid systems with Hybrid Possible Conflicts

    CEUR Workshop Proceedings

2014

  1. A common framework for compilation techniques applied to diagnosis of linear dynamic systems

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 44, Núm. 7, pp. 863-876

  2. Integration of simulation and state observers for online fault detection of nonlinear continuous systems

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 44, Núm. 12, pp. 1553-1568

2013

  1. A common framework for fault diagnosis of parametric and discrete faults using possible conflicts

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Efficient generation of minimal dynamic Bayesian Networks for hybrid systems fault diagnosis using hybrid possible conflicts

    PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013

  3. GIS-based DSS for optimal placement for oceanic power generation: OCEANLIDER project, Spanish coastline study

    Proceedings of 2013 International Conference on Renewable Energy Research and Applications, ICRERA 2013

  4. Improving the diagnostic performance for dynamic systems through the use of conflict-driven model decomposition

    PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013

2012

  1. Fault diagnosis in hybrid systems using possible conflicts

    IFAC Proceedings Volumes (IFAC-PapersOnline)

2010

  1. Analyzing the influence of differential constraints in possible conflict and ARR computation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Ensemble methods and model based diagnosis using possible conflicts and system decomposition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)