selected publications

• academic article

  • Fault prognosis of subsurface safety valve system with limited real data using self-adaptive neural network.  Evolving Systems.  15:899-917. 2023
  • Self adaptive learning scheme for Fault prognosis in oil wells and production & service lines.  Annual Conference of the PHM Society.  14. 2022
  • Unsupervised Bayesian Non Parametric approach for Non-Intrusive Load Monitoring based on time of usage.  Neurocomputing.  435:239-252. 2021

• chapter

  • A Review on Non-intrusive Load Monitoring Approaches Based on Machine Learning.  Springer eBooks. 109-131. 2020

• conference paper

  • A Semi-supervised and Online Learning Approach for Non-Intrusive Load Monitoring.  European Conference on Principles of Data Mining and Knowledge Discovery. 585-601. 2020