Dimitrios Bargiotas

University of Thessaly — Greece

Engineering · Physical Sciences

15h-index741citations60works5.92yr avg
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Research Topics

Energy Load and Power Forecasting(31), Electric Power System Optimization(11), Smart Grid Energy Management(10), Image and Signal Denoising Methods(8), Energy Efficient Wireless Sensor Networks(4)

Publications60 total

Microgrid Multivariate Load Forecasting Based on Weighted Visibility Graph: A Regional Airport Case Study
Electricity·2025· 3 citedOpen Access
Energy usage prediction with ensemble graph convolutional recurrent neural networks: case study of Greek islands
IET conference proceedings.·2025
The State of the Art Electricity Load and Price Forecasting for the Modern Wholesale Electricity Market
Energies·2024· 11 citedOpen Access
State-of-the-art of Electricity Load and Price Forecasting for the Modern Wholesale Electricity Market
Preprints.org·2024· 7 citedOpen Access
Combinatorial Component Day-Ahead Load Forecasting through Unanchored Time Series Chain Evaluation
Energies·2024· 3 citedOpen Access
Enhanced Sequence-to-Sequence Deep Transfer Learning for Day-Ahead Electricity Load Forecasting
Electronics·2024· 1 citedOpen Access
Estimating Spatio-Temporal Building Power Consumption Based on Graph Convolution Network Method
Dynamics·2024· 6 citedOpen Access
Enhanced Sequence-to-Sequence Deep Transfer Learning for Day-Ahead Electricity Load Forecasting
Preprints.org·2024· 2 citedOpen Access
Data-Driven Techniques for Short-Term Electricity Price Forecasting through Novel Deep Learning Approaches with Attention Mechanisms
Energies·2024· 26 citedOpen Access
Explainability Spectrum Analysis of Weather Sequences in Short-Term Load Forecasting
Lecture notes in networks and systems·2024
Investigation of Transfer Learning for Electricity Load Forecasting
2023· 2 cited
Explainability Analysis of Weather Variables in Short- Term Load Forecasting
2023· 1 cited
Data-Driven Airport Multi-Step Very Short-Term Load Forecasting
2023· 5 cited
Enhanced Automated Deep Learning Application for Short-Term Load Forecasting
Mathematics·2023· 3 citedOpen Access
Enhanced Automated Deep Learning Application for Short Term Load Forecasting
Preprints.org·2023· 6 citedOpen Access
A Regional Civilian Airport Model at Remote Island for Smart Grid Simulation
Lecture notes in intelligent transportation and infrastructure·2023· 5 cited
Optimized Data-Driven Models for Short-Term Electricity Price Forecasting Based on Signal Decomposition and Clustering Techniques
Energies·2022· 21 citedOpen Access
Structural Ensemble Regression for Cluster-Based Aggregate Electricity Demand Forecasting
Electricity·2022· 8 citedOpen Access
Stochastic Heuristic Optimization of Machine Learning Estimators for Short-Term Wind Power Forecasting
2022 57th International Universities Power Engineering Conference (UPEC)·2022· 8 cited
A Metaheuristics-Based Inputs Selection and Training Set Formation Method for Load Forecasting
Symmetry·2022· 5 citedOpen Access
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Frequent Co-authors

Lefteri H. Tsoukalas(22), Aspassia Daskalopulu(17), Vasileios Laitsos(15), Georgios Vontzos(13), Dimitrios Kontogiannis(10), Athanasios Ioannis Arvanitidis(9), Miltiadis Alamaniotis(4), Eleftherios Tsampasis(4), Aphrodite Ktena(4), Christos Manasis(4), Michail Katsivelakis(3), Ioannis P. Panapakidis(3), Athanasios Fevgas(3), Theodοre Zahariadis(3), Konstantinos Papadopoulos(3), Lambros Sarakis(2), Paschalis Paraschoudis(2), Vassilios Karagiannis(2), Christos Manassis(2), Helen C. Leligou(2)