Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks J Van Gompel, D Spina, C Develder Applied Energy 305, 117874, 2022 | 52 | 2022 |
Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks J Van Gompel, D Spina, C Develder Energy 266, 126444, 2023 | 22 | 2023 |
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System G Gokhale, J Van Gompel, B Claessens, C Develder Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | 1 | 2023 |
Probabilistic forecasting of power system imbalance using neural network-based ensembles J Van Gompel, B Claessens, C Develder arXiv preprint arXiv:2404.14836, 2024 | | 2024 |
Neural Network Based Approaches for Fault Diagnosis of Photovoltaic Systems J Van Gompel, D Spina, C Develder Machine Learning Applications for Intelligent Energy Management: Invited …, 2024 | | 2024 |
Graph neural networks for fault diagnosis of geographically nearby photovoltaic systems J Van Gompel, D Spina, C Develder Proceedings of the 14th ACM International Conference on Future Energy …, 2023 | | 2023 |
Temporal convolutional networks for fault diagnosis of photovoltaic systems using satellite and inverter measurements J Van Gompel, D Spina, C Develder Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021 | | 2021 |