[HTML][HTML] Direct short-term net load forecasting in renewable integrated microgrids using machine learning: A comparative assessment
G Tziolis, J Lopez-Lorente, MI Baka, A Koumis… - … Energy, Grids and …, 2024 - Elsevier
Modern microgrids require accurate net load forecasting (NLF) for optimal operation and
management at high shares of renewable energy sources. Machine learning (ML) principles …
management at high shares of renewable energy sources. Machine learning (ML) principles …
Comparative analysis of machine learning models for short-term net load forecasting in renewable integrated microgrids
G Tziolis, J Lopez-Lorente, MI Baka… - … on Energy Transition …, 2022 - ieeexplore.ieee.org
Accurate net load forecasting (NLF) is crucial in modern power systems and microgrids to
ensure optimal operation and management. At the microgrid level, the increasing penetration …
ensure optimal operation and management. At the microgrid level, the increasing penetration …
Near-static shading exploration for smart photovoltaic module topologies based on snake-like configurations
MI Baka, F Catthoor, D Soudris - ACM Transactions on Embedded …, 2016 - dl.acm.org
Variable shading due to clouds and nearby objects has a severe impact on the energy yield
of photovoltaic installations. Due to the industry's standard of permanently series-connected …
of photovoltaic installations. Due to the industry's standard of permanently series-connected …
Exploration of PV module topologies for energy yield optimization when non-uniform conditions are dominant
MI Baka - 2017 - didaktorika.gr
Photovoltaic systems, which convert solar energy to electrical energy, are an attractive
solution for future clean energy provision on site. However, the performance of commercial PV …
solution for future clean energy provision on site. However, the performance of commercial PV …
[HTML][HTML] FLEXGRID–A novel smart grid architecture that facilitates high-RES penetration through innovative flexibility markets towards efficient stakeholder interaction
…, F Farrukh, M Thoma, T Tadin, MI Baka… - Open Research …, 2021 - ncbi.nlm.nih.gov
The FLEXGRID 2 project develops a digital platform designed to offer Digital Energy Services
(DESs) that facilitate energy sector stakeholders (ie DSOs, TSOs, market operators, RES …
(DESs) that facilitate energy sector stakeholders (ie DSOs, TSOs, market operators, RES …
Optimization of Power Dispatch in Island Microgrid Based on Linearization of Generation Cost Function
This article presents the optimization of power dispatch in an island microgrid by linearizing
the cost function of power generation under the uncertain conditions of renewable energy …
the cost function of power generation under the uncertain conditions of renewable energy …
[PDF][PDF] Melèth gia th beltÐwsvh tou qrìnou zw c tou fwtoboltaikoÔ svusvt matoc: an lusvh kai montelopoÐhsvh twn DC-DC diakoptikn metatropèwn
Α Μπαλτζώης, ΤHΜ και Πληροfορικής - Citeseer
Photovoltaic solar panels provide a very attractive solution for future clean energy provision
on site. Today's panels provide a relatively high efficiency under optimal conditions and …
on site. Today's panels provide a relatively high efficiency under optimal conditions and …
[CITATION][C] Matlab/Spice modeling and high level control design for the photovoltaci system
MI Baka - 2010
[PDF][PDF] Εξερεύνηση δυναμικών τοπολογιών ΦΒ μονάδων (PV module) για βελτιστοποίηση παραγωγής ενέργειας οταν μη-ομογενείς συνθήκες λειτουργίας κυριαρχούν
ΜΗ Μπάκα - 2018 - dspace.lib.ntua.gr
Photovoltaic systems, which convert solar energy to electrical energy, are an attractive
solution for future clean energy provision on site. However, the performance of commercial PV …
solution for future clean energy provision on site. However, the performance of commercial PV …