Research

  • My research interests lie in the field of industrial data analytics for High-Dimensional and Big Data applications in the energy, manufacturing, and service sectors. Specifically, I focus on addressing analytical, computational, and scalability challenges associated with the development of statistical and optimization methodologies for analyzing massive amounts of complex data structures for real-time asset management and optimization.
    • Methodologies
      • Data Science
      • Machine Learning
      • Artificial Intelligence
    • Applications
      • Condition Monitoring
      • Anomalies Detection
      • Fault Root-Cause Diagnostics
      • Degradation Modeling and Failure Time Prognostics
      • System Performance Assessment, Optimization, Decision-making, and Control