Search Results - "Van Gompel, Jonas"

Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks by Van Gompel, Jonas, Spina, Domenico, Develder, Chris

“…Due to manufacturing defects and wear, faults in photovoltaic (PV) systems are often unavoidable. The effects range from energy losses to risk of fire and…”
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Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks by Van Gompel, Jonas, Spina, Domenico, Develder, Chris

“…The energy losses and costs associated with faults in photovoltaic (PV) systems significantly limit the efficiency and reliability of solar power. Since…”
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Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System by Gokhale, Gargya, Van Gompel, Jonas, Claessens, Bert, Develder, Chris

“…Increasingly, homeowners opt for photovoltaic (PV) systems and/or battery storage to minimize their energy bills and maximize renewable energy usage. This has…”
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Probabilistic forecasting of power system imbalance using neural network-based ensembles by Van Gompel, Jonas, Claessens, Bert, Develder, Chris

“…Keeping the balance between electricity generation and consumption is becoming increasingly challenging and costly, mainly due to the rising share of…”
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Predicting and Publishing Accurate Imbalance Prices Using Monte Carlo Tree Search by Pavirani, Fabio, Van Gompel, Jonas, Madahi, Seyed Soroush Karimi, Claessens, Bert, Develder, Chris

“…The growing reliance on renewable energy sources, particularly solar and wind, has introduced challenges due to their uncontrollable production. This…”
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