Dirk Vanhoudt - Publications, H-index & Citations

Dirk Vanhoudt

vito nv

13H指数

37论文数

763被引数

收录论文 15

发表时间

From lab to practice: Towards a substation-invariant self-supervised transformer for low-label fault detection in district heating 从实验室到实践：面向区域供暖低标签故障检测的不变变电站自监督变换器

Energy and AI

IF9.6

2026-06-29

OAAI

Jonne van Dreven; Abbas Cheddad; Ahmad Nauman Ghazi; Sadi Alawadi; Jad Al Koussa; Dirk Vanhoudt; Hoda Kamali; Jonas Cleiren; Ivan Verhaert

SCENTS: multi-source streaming consensus embedding for time series data fusion SCENTS：面向时间序列数据融合的多源流式共识嵌入

Information Fusion

IF15.5

2026-04-04

OAAI

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

From bearings to substations: Transfer Learning for fault detection in district heating 从轴承到变电站：用于区域供暖故障检测的迁移学习

Energy

IF9.4

2025-08-18

OAAI

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

HEAT: Hierarchical-constrained Encoder-Assisted Time series clustering for fault detection in district heating substations HEAT: 用于区域供热变电站故障检测的分层约束编码器辅助时间序列聚类

Energy and AI

IF9.6

2025-07-11

OAAI

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

Fault detection for district heating substations: Beyond three-sigma approaches 区域供热变电站的故障检测: 超越三西格玛方法

SMART ENERGY

IF5

2024-11-01

OAAI

Hermans, Chris; Al Koussa, Jad; Van Oevelen, Tijs; Vanhoudt, Dirk

Testing and evaluation of a smart controller for reducing peak loads and return temperatures in district heating networks 测试和评估用于降低区域供热网络中的峰值负荷和返回温度的智能控制器

SMART ENERGY

IF5

2023-05-01

OAAI

Van Oevelen, Tijs; Neven, Thomas; Bres, Aurelien; Schmidt, Ralf-Roman; Vanhoudt, Dirk

Low return temperature from domestic hot-water system based on instantaneous heat exchanger with chemical-based disinfection solution 基于化学消毒溶液瞬时换热器的生活热水系统低回流温度

ENERGY

IF9.4

2021-01-01

PREAI

Benakopoulos, Theofanis; Tunzi, Michele; Salenbien, Robbe; Vanhoudt, Dirk; Svendsen, Svend

Testing and performance evaluation of the STORM controller in two demonstration sites 风暴控制器在两个示范点的测试和性能评估

ENERGY

IF9.4

2020-04-01

PREAI

Van Oevelen, Tijs; Vanhoudt, Dirk; Johansson, Christian; Smulders, Ed

A theoretical benchmark for bypass controllers in a residential district heating network 住宅区域供热网中旁路控制器的理论基准

ENERGY

IF9.4

2018-05-01

OAAI

Vandermeulen, Annelies; van der Heijde, Bram; Patteeuw, Dieter; Vanhoudt, Dirk; Helsen, Lieve

Operational thermal load forecasting in district heating networks using machine learning and expert advice 使用机器学习和专家建议预测区域供热网络中的运行热负荷

ENERGY AND BUILDINGS

IF7.1

2018-03-01

105

OAAI

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

Model-free control of thermostatically controlled loads connected to a district heating network 连接到区域供热网络的恒温控制负载的无模型控制

ENERGY AND BUILDINGS

IF7.1

2018-01-01

OAAI

Claessens, Bert J.; Vanhoudt, D.; Desmedt, J.; Ruelens, F.

An active control strategy for district heating networks and the effect of different thermal energy storage configurations 区域供热网络的主动控制策略和不同热能存储配置的影响

ENERGY AND BUILDINGS

IF7.1

2018-01-01

PREAI

Vanhoudt, D.; Claessens, B. J.; Salenbien, R.; Desmedt, J.

An actively controlled residential heat pump: Potential on peak shaving and maximization of self-consumption of renewable energy

RENEWABLE ENERGY

IF9.1

2014-03-01

104

PREAI

Vanhoudt, D.; Geysen, D.; Claessens, B.; Leemans, F.; Jespers, L.; Van Bael, J.

Comparative analysis of latent thermal energy storage tanks for micro-CHP systems

APPLIED THERMAL ENGINEERING

IF6.9

2013-09-01

PREAI

Nuytten, T.; Moreno, P.; Vanhoudt, D.; Jespers, L.; Sole, A.; Cabeza, L. F.

An aquifer thermal storage system in a Belgian hospital: Long-term experimental evaluation of energy and cost savings 比利时医院的含水层储热系统: 能源和成本节约的长期实验评估

ENERGY AND BUILDINGS

IF7.1

2011-12-01

132

PREAI

Vanhoudt, D.; Desmedt, J.; Van Bael, J.; Robeyn, N.; Hoes, H.

研究方向