[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 …

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 …

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 …

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 …

[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 …

Optimization of Power Dispatch in Island Microgrid Based on Linearization of Generation Cost Function

TA Nguyen, TN Le, HA Quyen… - 2024 7th …, 2024 - ieeexplore.ieee.org
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 …

[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 …

[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 …