Capacity building in Smart and Innovative eNERGY management

Topics for discussion


  • Dea Pujić (IMP):
    • Renewable energy sources production forecast based on machine learning models
    • Machine learning based models for electrical and thermal demand forecast
    • Non-intrusive load monitoring (NILM) for residential energy disaggregation utilizing deep learning approach
    • End Users energy efficiency evaluation and benchmarking
    • Application of Explainable AI (XAI)
  • Marko Jelić (IMP):
    • User-centric optimization and scheduling of multi-source energy systems (electricity & heat)
    • Demand Response / Flexibility optimisation in smart grids (optimal load flow applications/Energy Hub integration
    • Numerical simulation and optimization of thermodynamic heat pump loops
    • End Users energy efficiency evaluation and benchmarking
  • Dušan Popadić (IMP):
    • Emergency and restoration in smart grids: detection of system split and blackout, frequency deviation
    • Critical information exchange and coordination in power grids
  • Katarina Stanković (IMP):
    • Multi-criteria optimization techniques for decision support systems
    • Clustering of multivariate time-series
    • Control and automation of HVAC systems with integrated renewable energy sources
    • Thermal modelling of HVAC system components
  • Marija Popović (IMP):
    • Advance mechanisms for field data protection and processing: Use Case in Energy Communities
    • Blockchain technology applications for innovative transparency and immutability of the data: Use Case in Energy Communities
  • Alessandro Piccinini (NUIG): A novel tool based on Reduced Order grey box Model to support the estimation of the energy savings in building retrofits under the M&V
  • Letizia D’Angelo (NUIG): Building's retrofit using the benefits of BIM
  • Dayanne Peretti Correa (NUIG): Methodology and acceptance criteria to leverage demand response projects of residential and commercial building loads within smart grid projects
  • Shima Yousefigarjan (NUIG): Novel online tool for extraction of information from IFC file format with use of BIM-based API
  • Raquel de Castro Rodrigues Lima (NUIG): Incorporating the users' perspectives into Energy Management Systems (UI-EMS) to promote sustainable practices across different organisations
  • Desiree Arias (NUIG): Prognostics and Health Management techniques to Air handling Units in a Big Data context

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