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Researcher
Staf Roels
- Disciplines:Structural engineering, Other civil and building engineering
Affiliations
- Building Physics and Sustainable Design (Division)
Member
From1 Aug 2020 → Today - Department of Civil Engineering (Department)
Member
From1 Oct 2001 → 30 Sep 2004 - Building Physics Section (Division)
Member
From1 Jan 2001 → 31 Jul 2020
Projects
1 - 10 of 25
- Building climate neutral: towards an optimized building processFrom15 Jun 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Goal-oriented environmental monitoring for conservation teamsFrom1 Sep 2022 → 28 Feb 2023Funding: IOF - mandates
- Quality assessment of HAM-models to predict the hygrothermal response of building componentsFrom4 Oct 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Sustainable climate management strategy to preserve federal collections. Climate2PreservFrom15 Dec 2020 → TodayFunding: BRAIN-be(Belgian Research Action through Interdisciplinary Networks)
- Towards Optimal Combination of Models and Datasets for Building Behaviour IdentificationFrom26 Feb 2020 → 26 Feb 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- Assessing the Thermal Performance of building Envelopes based on Limited Onboard Measured Data: Determining the Heat Loss Coefficient on Large ScaleFrom27 Sep 2019 → 13 Dec 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- In-situ data-driven estimation of dynamic solar gains in buildings: Grey- and black- box approachesFrom15 Jan 2019 → 9 Jan 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Integrated energy performance evaluation of buildingsFrom1 Jan 2019 → 31 Dec 2020Funding: IOF - technology validation in lab
- Building performance characterisation and assessment based on in-situ measurementsFrom1 Jan 2019 → 31 Dec 2022Funding: FWO research project (including WEAVE projects)
- Building performance characterisation and assessment based on in-situ measurementsFrom1 Oct 2018 → 30 Sep 2023Funding: IOF - Industrial Research Fund
Publications
21 - 30 of 200
- A probabilistic approach to include the overall efficiency of gas-fired heating systems in urban building energy modelling(2021)
Authors: Katia Ritoša, Dirk Saelens, Staf Roels
- Analysis of the impact of predictive models on the quality of the model predictive control for an experimental building(2021)
Authors: Arash Erfani Beyzaee, Staf Roels, Dirk Saelens
Pages: 302 - 309 - A convolutional neural network for the hygrothermal assessment of timber frame walls(2021)
Authors: Astrid Tijskens, Staf Roels, Hans Janssen
Number of pages: 8 - Hygrothermal assessment of timber frame walls using a convolutional neural network(2021)
Authors: Astrid Tijskens, Staf Roels, Hans Janssen
- Neural Networks as Metamodel for Hygrothermal Simulations of Building Components – Reducing the Calculation Time of Probabilistic Assessments(2021)
Authors: Astrid Tijskens, Staf Roels, Hans Janssen
- Does kaolin clay really create a perfect hydraulic interface contact between materials?(2020)
Authors: Evy Vereecken, Staf Roels
- The impact of a reduced training subspace on the prediction accuracy of neural networks for hygrothermal predictions(2020)
Authors: Astrid Tijskens, Hans Janssen, Staf Roels
Pages: 1 - 39 - Model order reduction for efficient deterministic and probabilistic assessment of building envelope thermal performance(2020)
Authors: Tianfeng Hou, Staf Roels, Hans Janssen
Pages: 1 - 9 - Is the Time-Domain Reflectometry (TDR) Technique Suitable for Moisture Content Measurement in Low-Porosity Building Materials?(2020)
Authors: Staf Roels
- Efficient Probabilistic Assessment of Hygrothermal Performance: Sequential Monte Carlo and Decomposition Methods(2020)
Authors: Tianfeng Hou, Hans Janssen, Staf Roels