Evangelos Karakolis

Targeted demand response for flexible energy communities using clustering techniques

Sotiris Pelekis, Angelos Pipergias, Evangelos Karakolis et al. · Sustainable Energy Grids and Networks · 2023 · 44 citations · Full text

A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers

Sotiris Pelekis, Ioannis-Konstantinos Seisopoulos, Evangelos Spiliotis et al. · Sustainable Energy Grids and Networks · 2023 · 29 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19

Bridging the Gap between Technological Education and Job Market Requirements through Data Analytics and Decision Support Services

Evangelos Karakolis, Panagiotis Kapsalis, Stavros Skalidakis et al. · Applied Sciences · 2022 · 22 citations · Full text

Technology Teacher Education, E-learning, Engineering +25

An Advanced Visualisation Engine with Role-Based Access Control for Building Energy Visual Analytics

Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos Alexakis et al. · 2022 · 20 citations · Full text

In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance

Sotiris Pelekis, Evangelos Karakolis, F.J.G. Silva et al. · 2022 · 20 citations · Full text

Artificial Intelligence, Forecasting Methodology, Engineering +18