A review of low-voltage renewable microgrids: Generation forecasting and demand-side management strategies

M Aybar-Mejía, J Villanueva, D Mariano-Hernández… - Electronics, 2021 - mdpi.com
It is expected that distribution power systems will soon be able to connect a variety of
microgrids from residential, commercial, and industrial users, and thus integrate a variety of …

Machine learning short-term energy consumption forecasting for microgrids in a manufacturing plant

M Slowik, W Urban - Energies, 2022 - mdpi.com
Energy production and supply are important challenges for civilisation. Renewable energy
sources present an increased share of the energy supply. Under these circumstances, small …

Energy analysis of a NZEB office building with rooftop pv installation: Exploitation of the employees' electric vehicles battery storage

G Stamatellos, O Zogou, A Stamatelos - Energies, 2022 - mdpi.com
Near zero energy buildings are increasing worldwide, exploiting low-carbon technologies in
heating and electricity self-production. Commercial buildings are increasingly considered as …

Energy performance optimization of a house with grid-connected rooftop pv installation and air source heat pump

G Stamatellos, O Zogou, A Stamatelos - Energies, 2021 - mdpi.com
The use of air source heat pump systems for space heating and cooling is a convenient
retrofitting strategy for reducing building energy costs. This can be combined with the rooftop …

Health monitoring and fault detection in photovoltaic systems in central greece using artificial neural networks

E Roumpakias, T Stamatelos - Applied Sciences, 2022 - mdpi.com
Featured Application The health monitoring of a photovoltaic park is essential for a number
of reasons, including early action to safeguard the profitability of investment and the timely …

Interaction of a house's rooftop PV system with an electric vehicle's battery storage and air source heat pump

G Stamatellos, O Zogou, A Stamatelos - Solar, 2022 - mdpi.com
Understanding the implications of introducing increasing shares of low-carbon technologies
such as heat pumps and electric vehicles on the electricity network demand patterns is …

Reconfiguration and analysis of PV array based on particle swarm optimization of solar plant

M Sheryar, F Umer, A Muhammad… - Electrical, Control and …, 2022 - sciendo.com
The major shortcoming in the extraction of electrical energy occurs due to partial shading
over a limited area of vast spread solar panels underpinning reduction of efficiency. A …

Using the time varying Kalman filter for prediction of COVID-19 cases in Latvia and Greece

N Assimakis, A Ktena, C Manasis… - 2020 IEEE 61th …, 2020 - ieeexplore.ieee.org
In this work we study applicability of Kalman filters as decision support for early warning and
emergency response system for infectious diseases as CoVID-19. Here we use only the …