Dirk Vanhoudt

According to our database, Dirk Vanhoudt authored at least 7 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

SCENTS: multi-source streaming consensus embedding for time series data fusion.

Jonne van Dreven, Abbas Cheddad, Sadi Alawadi, Ahmad Nauman Ghazi, Jad Al Koussa, Dirk Vanhoudt

Inf. Fusion, 2026

Federated Multi-Source Data Fusion for Semi-Supervised Fault Detection in District Heating Substations.

Jonne van Dreven, Sadi Alawadi, Abbas Cheddad, Ahmad Nauman Ghazi, Jad Al Koussa, Dirk Vanhoudt

Expert Syst. J. Knowl. Eng., 2026

2025

From data scarcity to diagnostic precision: A novel data augmentation and fault diagnosis framework for district heating substations.

Jonne van Dreven, Abbas Cheddad, Sadi Alawadi, Ahmad Nauman Ghazi, Jad Al Koussa, Dirk Vanhoudt

Eng. Appl. Artif. Intell., 2025

2024

SHEDAD: SNN-Enhanced District Heating Anomaly Detection for Urban Substations.

Jonne van Dreven, Abbas Cheddad, Sadi Alawadi, Ahmad Nauman Ghazi, Jad Al Koussa, Dirk Vanhoudt

Proceedings of the 2024 9th International Conference on Fog and Mobile Edge Computing (FMEC), 2024

2017

Operational thermal load forecasting in district heating networks using machine learning and expert advice.

Davy Geysen, Oscar De Somer, Christian Johansson, Jens Brage, Dirk Vanhoudt

CoRR, 2017

The use of distributed thermal storage in district heating grids for demand side management.

Dirk Vanhoudt, Bert Claessens, Robbe Salenbien, Johan Desmedt

CoRR, 2017

Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network.

Bert J. Claessens, Dirk Vanhoudt, Johan Desmedt, Frederik Ruelens

CoRR, 2017