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
