Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network. - Bert J. Claessens; Dirk Vanhoudt; Johan Desmedt; Frederik Ruelens (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)

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)

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 (FMEC, 2024)

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)