selected publications

• academic article

  • Integrated building fault detection and diagnosis using data modeling and Bayesian networks.  Energy and Buildings.  306:113889-113889. 2024
  • Data-driven fault detection of open circuits in multi-phase inverters based on current polarity using Auto-adaptive and Dynamical Clustering.  ISA Transactions.  113:185-195. 2020

• chapter

  • A Comprehensive Analysis on Associative Classification in Building Maintenance Datasets.  Lecture notes in computer science. 45-58. 2023

• conference paper

  • Uncertainty Quantification for Efficient and Risk-Sensitive Reinforcement Learning.  2021 IEEE Symposium Series on Computational Intelligence (SSCI). 1429-1434. 2023
  • Multi-Objective Deep Q-Networks for Domestic Hot Water Systems Control.  Proceedings of the 14th International Conference on Agents and Artificial Intelligence. 234-242. 2023
  • Auto-adaptive and Dynamical Clustering for Open-Circuit Fault Diagnosis of Power Inverters.  . 3298-3303. 2019