Dirk Vanhoudt

Joined

July 2025

Names

Dirk Vanhoudt (Preferred)

Emails

****@vito.be (Confirmed)

Personal Links

Career & Education History

Principal Researcher

WET, VITO (vito.be)

2008 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

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
- Wiley Expert Systems
- Readers: Everyone
From bearings to substations: Transfer Learning for fault detection in district heating
Jonne van Dreven, Abbas Cheddad, Sadi Alawadi, Ahmad Nauman Ghazi, Jad Al Koussa, Dirk Vanhoudt
- Energy
- Readers: Everyone
HEAT: Hierarchical-constrained Encoder-Assisted Time series clustering for fault detection in district heating substations
Jonne van Dreven, Abbas Cheddad, Ahmad Nauman Ghazi, Sadi Alawadi, Jad Al Koussa, Dirk Vanhoudt
- Energy and AI
- Readers: Everyone
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
- Information Fusion
- Readers: Everyone
A Learnable Cross-Modal Adapter for Industrial Fault Detection Using Pretrained Vision Models
Jonne van Dreven, Abbas Cheddad, Sadi Alawadi, Ahmad Nauman Ghazi, Jad Al Koussa, Dirk Vanhoudt
- IEEE Transactions on Industrial Informatics
- Readers: Everyone

Co-Authors