Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Researcher

Jonas Van Gompel

Publications & Research Data

Awards & Distinctions

9 Results

2025

Predicting and publishing accurate imbalance prices using Monte Carlo Tree Search

Fabio PaviraniJonas Van GompelSeyedsoroush Karimi MadahiBert ClaessensChris Develder

A1 Journal Article in APPLIED ENERGY

Probabilistic forecasting of power system imbalance using neural network-based ensembles

Jonas Van GompelBert ClaessensChris Develder

A1 Journal Article in APPLIED ENERGY

2024

Monitoring of photovoltaic systems and forecasting of power system imbalance using neural networks

Jonas Van GompelChris DevelderBert Claessens

Neural network based approaches for fault diagnosis of photovoltaic systems

Jonas Van GompelDomenico SpinaChris Develder

Bookchapter in Machine learning applications for intelligent energy management : invited chapters from experts on the energy field

2023

Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks

Jonas Van GompelDomenico SpinaChris Develder

A1 Journal Article in ENERGY

Graph neural networks for fault diagnosis of geographically nearby photovoltaic systems

Jonas Van GompelDomenico SpinaChris Develder

Transfer learning in transformer-based demand forecasting for home energy management system

Gargya GokhaleJonas Van GompelBert ClaessensChris Develder

2022

Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks

Jonas Van GompelDomenico SpinaChris Develder

A1 Journal Article in APPLIED ENERGY

2021

Temporal convolutional networks for fault diagnosis of photovoltaic systems using satellite and inverter measurements

Jonas Van GompelDomenico SpinaChris Develder