Thijs Becker

Oldham Council — United Kingdom

Engineering · Physical Sciences

2h-index18citations7works0.72yr avg
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Research Topics

Energy Load and Power Forecasting(5), Optimal Power Flow Distribution(2), Smart Grid Energy Management(2), Time Series Analysis and Forecasting(2), Building Energy and Comfort Optimization(1)

Publications7 total

Accelerating Power Flow Calculations in LV Networks Using Physics-Informed Graph Neural Networks
2024· 1 cited
Explainable Representative-Days Clustering on Low-Voltage Grid Meters and Feeders, with Noise-Aware Multi-Objective Bayesian Optimization, Applied to Grid-Congestion Events
SSRN Electronic Journal·2024· 1 citedOpen Access
Effect of Electric Vehicles, Heat Pumps, and Solar Panels on Low-Voltage Feeders: Evidence from Smart Meter Profiles
SSRN Electronic Journal·2024Open Access
Optimized sampling strategy for load scenario generation in partially observable distribution grids
2023
A scalable method for probabilistic short-term forecasting of individual households consumption in low voltage grids
2023· 5 cited
Scenario generation of residential electricity consumption through sampling of historical data
Sustainable Energy Grids and Networks·2023· 9 citedOpen Access
A Framework for a Data Quality Module in Decision Support Systems: An Application with Smart Grid Time Series
2023· 2 citedOpen Access

Frequent Co-authors

Koen Vanthournout(7), Reinhilde D’hulst(3), Oscar Mauricio Agudelo(3), Bart De Moor(3), Chris Hermans(2), Geert Deconinck(2), Jonas Soenen(1), Aras Yurtman(1), Wannes Meert(1), Hendrik Blockeel(1), Lola Botman(1), Jesus Lago(1), Giulia Rinaldi(1), Fernando Crema Garcia(1), Willem Mestdagh(1), F. Azam(1), Konstantinos Theodorakos(1), M. Furqan Azam(1), Raf Smet(1), Bruno Macharis(1)