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Researcher
Jonas Van Gompel
Profile
Projects
Publications
Activities
Awards & Distinctions
7
Results
2024
Monitoring of photovoltaic systems and forecasting of power system imbalance using neural networks
Jonas Van Gompel
Chris Develder
Bert Claessens
Dissertation
2024
Neural network based approaches for fault diagnosis of photovoltaic systems
Jonas Van Gompel
Domenico Spina
Chris Develder
Bookchapter
in
Machine learning applications for intelligent energy management : invited chapters from experts on the energy field
2024
2023
Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks
Jonas Van Gompel
Domenico Spina
Chris Develder
A1
Journal Article
in
ENERGY
2023
Graph neural networks for fault diagnosis of geographically nearby photovoltaic systems
Jonas Van Gompel
Domenico Spina
Chris Develder
P1
Conference
2023
Transfer learning in transformer-based demand forecasting for home energy management system
Gargya Gokhale
Jonas Van Gompel
Bert Claessens
Chris Develder
P1
Conference
2023
2022
Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks
Jonas Van Gompel
Domenico Spina
Chris Develder
A1
Journal Article
in
APPLIED ENERGY
2022
2021
Temporal convolutional networks for fault diagnosis of photovoltaic systems using satellite and inverter measurements
Jonas Van Gompel
Domenico Spina
Chris Develder
P1
Conference
2021