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Making wood predictable through computational methods

Making wood predictable through computational methods

Josef Norbert Füssl (ORCID: 0000-0001-7472-8561)
  • Grant DOI 10.55776/Y1093
  • Funding program FWF START Award
  • Status ended
  • Start February 1, 2019
  • End January 31, 2026
  • Funding amount € 1,200,000
  • Project website

Disciplines

Construction Engineering (80%); Mechanical Engineering (20%)

Keywords

    Wood, Wood Failure, Knot Groups, Wood-Based Products, Computational Methods, Multiscale Modelling

Abstract

Wood as structural bearing material is often encountered with skepticism and, therefore, it is not used as extensively as its very good material properties would suggest. Beside building physics and construction reasons, the main cause of this skepticism is its quite complex material behavior, which is the reason that design concepts for wood have so far not achieved the prediction accuracy of those from other building materials. Wood, as a naturally-grown material, exhibits a highly inhomogeneous material structure, characterized by randomly occurring knots. Thus, for the prediction of effective mechanical properties, advanced computational tools are required, which are able to predict as well as consider multidimensional strength information at different scales of observation. 3D virtual models of wooden boards, revealing strength-influencing morphological characteristics (like knots and fiber deviations) would represent the necessary basis for such tools but are not available until now. For this reason, existing stochastic approaches, required to account for material property fluctuations in wood, are forced to solely rely on experimentally-obtained data, heavily limiting their capabilities. Thus, the proposed project aims at establishing mechanically-sound and experimentally-validated links from the microstructure of wood up to the product scale through the development and application of computational, mainly finite-element based, tools. Special focus will be laid on the description of cracking mechanisms around knots and on direct numerical approaches for efficient access to the mechanical behavior of knot groups. The breakthrough of the project will come from the combination of these tools with new algorithms for morphology identification of wooden boards and modern stochastic approaches, including genetic optimization algorithms with ideas borrowed from evolutionary theory and, overall, from their assembly into uniform frameworks, so-called virtual wood labs. These labs will be able to virtually assemble any kind of wood-based product based on realistic information of the raw material and, furthermore, reliably predict its mechanical behavior under arbitrary loading situations and boundary conditions. This in turn allows the implemented stochastic approach to add probabilistic information to effective properties and to identify, through sensitivity analysis, key parameters influencing them. Finally, genetic optimization algorithms will re-assembly wooden boards within the considered wood-based products until the raw material is optimally utilized. Finally, wood would be predictable through computational methods for the first time, and these virtual wood labs are expected to pave the way to smart algorithmic-driven manufacturing processes following the vision of Industry 4.0, targeted computer-based development of new wooden structural elements, and integration of wood analysis into general concepts of computational design. This will prepare timber industry for the future challenge of our society to efficiently design, produce, and build sustainable infrastructure with all the possibilities provided by the fast-developing areas of digitalization and cognitive computing.

Research institution(s)
  • Technische Universität Wien - 100%
International project participants
  • Anders Olsson, Linnaeus University - Sweden

Research Output

  • 117 Citations
  • 41 Publications
  • 3 Software
  • 3 Disseminations
  • 10 Scientific Awards
  • 6 Fundings
Publications
  • 2025
    Title HeXA: Haptic-enhanced eXtended reality framework for material-informed Architectural design
    DOI 10.1016/j.jobe.2025.112707
    Type Journal Article
    Author Ghazanfari M
    Journal Journal of Building Engineering
  • 2024
    Title Dynamic microvilli sculpt bristles at nanometric scale.
    DOI 10.1038/s41467-024-48044-3
    Type Journal Article
    Author Belevich I
    Journal Nature communications
    Pages 3733
  • 2025
    Title Numerical modeling of plant fiber-reinforced composites: Predicting macroscopic strength and nonlinear behavior through fiber, matrix, and interface failure
    DOI 10.1016/j.mechmat.2025.105318
    Type Journal Article
    Author Königsberger M
    Journal Mechanics of Materials
  • 2025
    Title Multi-phase model for moisture transport in wood supported by X-ray computed tomography data
    DOI 10.1007/s00226-025-01635-9
    Type Journal Article
    Author Dsouza R
    Journal Wood Science and Technology
  • 2025
    Title Investigation of cyclic water infiltration and dry-out in coated spruce using finite-element simulations.
    DOI 10.1007/s00226-025-01629-7
    Type Journal Article
    Author Brandstätter F
    Journal Wood science and technology
    Pages 25
  • 2025
    Title Strength distribution predictions of glued laminated timber beams: Influence of size, load configuration, and strength class described by the finite weakest-link theory
    DOI 10.1016/j.conbuildmat.2024.139514
    Type Journal Article
    Author Lukacevic M
    Journal Construction and Building Materials
  • 2024
    Title Micromechanics stiffness upscaling of plant fiber-reinforced composites
    DOI 10.1016/j.compositesb.2024.111571
    Type Journal Article
    Author Königsberger M
    Journal Composites Part B: Engineering
  • 2024
    Title The viscoelastic behavior of lignin: Quantification through nanoindentation relaxation testing on hot-pressed technical lignin samples from various origins
    DOI 10.1016/j.mechmat.2023.104864
    Type Journal Article
    Author Königsberger M
    Journal Mechanics of Materials
  • 2024
    Title Evaluation of Moisture-Induced Stresses in Wood Cross-Sections Determined with a Time-Dependent, Plastic Material Model during Long-Time Exposure
    DOI 10.3390/buildings14040937
    Type Journal Article
    Author Autengruber M
    Journal Buildings
  • 2024
    Title An explicit updated Lagrangian fragile points method for dynamic fracture simulations
    DOI 10.1016/j.engfracmech.2023.109809
    Type Journal Article
    Author Li M
    Journal Engineering Fracture Mechanics
  • 2024
    Title The influence of geographical location on moisture distribution in wood cross sections: a numerical simulation study using Austria as an example.
    DOI 10.1186/s10086-024-02147-z
    Type Journal Article
    Author Autengruber M
    Journal Journal of wood science
    Pages 35
  • 2021
    Title Numerical assessment of wood moisture content-based assignments to service classes in EC5 and a prediction concept for moisture-induced stresses solely using relative humidity data
    DOI 10.1016/j.engstruct.2021.112849
    Type Journal Article
    Author Autengruber M
    Journal Engineering Structures
    Pages 112849
    Link Publication
  • 2021
    Title A robust multisurface return-mapping algorithm and its implementation in Abaqus
    DOI 10.1016/j.finel.2021.103531
    Type Journal Article
    Author Pech S
    Journal Finite Elements in Analysis and Design
    Pages 103531
    Link Publication
  • 2022
    Title Validation of a hybrid multi-phase field model for fracture of wood
    DOI 10.1016/j.engfracmech.2022.108819
    Type Journal Article
    Author Pech S
    Journal Engineering Fracture Mechanics
    Pages 108819
    Link Publication
  • 2022
    Title A hybrid multi-phase field model to describe cohesive failure in orthotropic materials, assessed by modeling failure mechanisms in wood
    DOI 10.48550/arxiv.2203.12291
    Type Preprint
    Author Pech S
  • 2022
    Title Modeling approach to estimate the bending strength and failure mechanisms of glued laminated timber beams
    DOI 10.1016/j.engstruct.2022.113862
    Type Journal Article
    Author Vida C
    Journal Engineering Structures
    Pages 113862
    Link Publication
  • 2021
    Title Experimental and numerical determination of the screw deformation in laminated beech veneer lumber as a result of moisture-induced swelling
    DOI 10.1002/cend.202100016
    Type Journal Article
    Author Forte T
    Journal Civil Engineering Design
  • 2021
    Title Effect of cast-in-place concrete application on moisture distribution in timber-concrete composite floors with notched connections, investigated via finite element simulations
    DOI 10.1016/j.jobe.2021.103005
    Type Journal Article
    Author Lukacevic M
    Journal Journal of Building Engineering
    Pages 103005
    Link Publication
  • 2020
    Title DKMQ24 shell element with improved membrane behaviour
    DOI 10.1016/j.finel.2019.103341
    Type Journal Article
    Author Štembera V
    Journal Finite Elements in Analysis and Design
    Pages 103341
    Link Publication
  • 2022
    Title Numerical models to describe fracture and plasticity in wood and their application to optimize laminated timber products
    DOI 10.34726/hss.2022.103620
    Type Other
    Author Pech S
    Link Publication
  • 2022
    Title Computergestützte Modellierung von Feuchtetransportprozessen in Holzwerkstoffen
    DOI 10.1002/bate.202200045
    Type Journal Article
    Author Autengruber M
    Journal Bautechnik
  • 2022
    Title Advanced Computational Design - digitale Methoden für die frühe Entwurfsphase
    DOI 10.1002/bate.202200057
    Type Journal Article
    Author Kovacic I
    Journal Bautechnik
  • 2021
    Title Finite-element-based prediction of moisture-induced crack patterns for cross sections of solid wood and glued laminated timber exposed to a realistic climate condition
    DOI 10.1016/j.conbuildmat.2020.121775
    Type Journal Article
    Author Autengruber M
    Journal Construction and Building Materials
  • 2019
    Title A 3D model for knots and related fiber deviations in sawn timber for prediction of mechanical properties of boards
    DOI 10.1016/j.matdes.2019.107617
    Type Journal Article
    Author Kandler G
    Journal Materials & Design
  • 2019
    Title Computational Mechanical Modelling of Wood-From Microstructural Characteristics Over Wood-Based Products to Advanced Timber Structures; In: Digital Wood Design - Innovative Techniques of Representation in Architectural Design
    DOI 10.1007/978-3-030-03676-8_25
    Type Book Chapter
    Publisher Springer International Publishing
  • 2019
    Title Metamodel assisted optimization of glued laminated timber beams by using metaheuristic algorithms
    DOI 10.1016/j.engappai.2018.12.010
    Type Journal Article
    Author Kandler G
    Journal Engineering Applications of Artificial Intelligence
  • 2023
    Title Multiscale micromechanics modeling of plant fibers: upscaling of stiffness and elastic limits from cellulose nanofibrils to technical fibers
    DOI 10.1617/s11527-022-02097-2
    Type Journal Article
    Author Königsberger M
    Journal Materials and Structures
  • 2023
    Title Numerical modeling in timber engineering - moisture transport and quasi-brittle failure
    DOI 10.21857/yvjrdcvgjy
    Type Journal Article
    Author Eberhardsteiner J
    Journal Rad Hrvatske akademije znanosti i umjetnosti. Tehničke znanosti
  • 2023
    Title A Novel Integrative Design Framework Combining 4D Sketching, Geometry Reconstruction, Micromechanics Material Modelling, and Structural Analysis
    DOI 10.1016/j.aei.2023.102074
    Type Journal Article
    Author Rasoulzadeh S
    Journal Advanced Engineering Informatics
  • 2023
    Title Numerical simulation of CLT moisture uptake and dry-out following water infiltration through end-grain surfaces
    DOI 10.1016/j.jobe.2023.108097
    Type Journal Article
    Author Brandstätter F
    Journal Journal of Building Engineering
  • 2023
    Title Prediction of moisture-induced cracks in wooden cross sections using finite element simulations.
    DOI 10.1007/s00226-023-01469-3
    Type Journal Article
    Author Autengruber M
    Journal Wood science and technology
    Pages 671-701
  • 2023
    Title SIMULATION OF WOOD FRACTURE MECHANICS USING THE PHASE FIELD METHOD FOR FRACTURE
    DOI 10.52202/069179-0053
    Type Conference Proceeding Abstract
    Author Lukacevic M
    Pages 391-397
  • 2023
    Title Micromechanics of non-embedded spruce wood: Novel polishing and indentation protocol
    DOI 10.1016/j.matpr.2023.04.678
    Type Journal Article
    Author Balduzzi G
    Journal Materials Today: Proceedings
  • 2023
    Title Size effect on bending strength of glued laminated timber predicted by a numerical simulation concept including discrete cracking
    DOI 10.1016/j.matdes.2022.111550
    Type Journal Article
    Author Lukacevic M
    Journal Materials & Design
  • 2023
    Title Characterization of mechanical properties of five hot-pressed lignins extracted from different feedstocks by microscopy-aided nanoindentation
    DOI 10.1016/j.matdes.2023.111765
    Type Journal Article
    Author Schwaighofer M
    Journal Materials & Design
  • 2022
    Title A hybrid multi-phase field model to describe cohesive failure in orthotropic materials, assessed by modeling failure mechanisms in wood
    DOI 10.1016/j.engfracmech.2022.108591
    Type Journal Article
    Author Pech S
    Journal Engineering Fracture Mechanics
    Pages 108591
    Link Publication
  • 2022
    Title Influence of nanoadditives on the Young’s modulus of cement
    DOI 10.1016/j.matpr.2022.02.626
    Type Journal Article
    Author Lahayne O
    Journal Materials Today: Proceedings
    Pages 2488-2494
    Link Publication
  • 2019
    Title Modeling the non-trivial behavior of anisotropic beams: A simple Timoshenko beam with enhanced stress recovery and constitutive relations
    DOI 10.1016/j.compstruct.2019.111265
    Type Journal Article
    Author Balduzzi G
    Journal Composite Structures
    Pages 111265
    Link Publication
  • 2019
    Title Bending strength predictions of cross-laminated timber plates subjected to concentrated loading using 3D finite-element-based limit analysis approaches
    DOI 10.1016/j.compstruct.2019.02.101
    Type Journal Article
    Author Li M
    Journal Composite Structures
    Pages 912-925
    Link Publication
  • 2019
    Title An algorithm for adaptive introduction and arrangement of velocity discontinuities within 3D finite-element-based upper bound limit analysis approaches
    DOI 10.1016/j.cma.2018.12.017
    Type Journal Article
    Author Li M
    Journal Computer Methods in Applied Mechanics and Engineering
    Pages 875-911
    Link Publication
  • 2020
    Title Finite-element-based moisture transport model for wood including free water above the fiber saturation point
    DOI 10.1016/j.ijheatmasstransfer.2020.120228
    Type Journal Article
    Author Autengruber M
    Journal International Journal of Heat and Mass Transfer
Software
  • 2025 Link
    Title Simulating moisture transport in wood
    Link Link
  • 2024 Link
    Title JuliaPhaseField
    Link Link
  • 2019 Link
    Title Implementation of a robust multisurface return-mapping algorithm in Abaqus
    Link Link
Disseminations
  • 2025 Link
    Title Organization and chairing of an ECCOMAS Thematic Conference on Computational Wood Mechanics
    Type Participation in an activity, workshop or similar
    Link Link
  • 2025 Link
    Title Podcast TheWoodCAST
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
    Link Link
  • 2024 Link
    Title Radio Orange 94.0, Podcast SPACEURIOSITY
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
    Link Link
Scientific Awards
  • 2025
    Title Jury member of the evergreen Prize for innovation
    Type Prestigious/honorary/advisory position to an external body
    Level of Recognition Continental/International
  • 2025
    Title Invited member of the WCTE 2025 INTERNATIONAL SCIENTIFIC COMMITTEE
    Type Prestigious/honorary/advisory position to an external body
    Level of Recognition Continental/International
  • 2025
    Title Prof. Eric Landis from The University of Maine, USA visited us for 6 months
    Type Attracted visiting staff or user to your research group
    Level of Recognition Continental/International
  • 2025
    Title Elected as a full member in Class VI - Technical and Environmental Sciences of the Academia Scientiarum et Artium Europaea
    Type Awarded honorary membership, or a fellowship, of a learned society
    Level of Recognition Continental/International
  • 2024
    Title Carola and Carl-Olof Ternryd prize (granted by the Linnaeus Academy & Research Foundation, Sweden)
    Type Research prize
    Level of Recognition Continental/International
  • 2023
    Title Christian Doppler Laboratory for Next-Generation Wood-Based Biocomposite (approx. 4.2 MEUR)
    Type Research prize
    Level of Recognition National (any country)
  • 2023
    Title Elected as a member of the ÖAW Austrian National Committee for Theoretical and Applied Mechanics
    Type Awarded honorary membership, or a fellowship, of a learned society
    Level of Recognition National (any country)
  • 2019
    Title Kardinal Innitzer Advancement Award (Kardinal-Innitzer-Förderungspreis) of the Archbishopry of Vienna
    Type Research prize
    Level of Recognition National (any country)
  • 2021
    Title Invited speaker at the 25TH DRESDEN SEMINAR ON STRUCTURAL ANALYSIS
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2020
    Title FCP award for "Sustainable developments in engineering" (category master's thesis)
    Type Research prize
    Level of Recognition National (any country)
Fundings
  • 2024
    Title AI-TranspWood AI-driven multiscale methodology to develop transparent wood as sustainable functional material
    Type Research grant (including intramural programme)
    DOI 10.3030/101138191
    Start of Funding 2024
    Funder European Union
  • 2020
    Title Linking Mechanics to Form-Finding of Plant-Based Bio-Composite Structures
    Type Research grant (including intramural programme)
    Start of Funding 2020
    Funder Austrian Science Fund (FWF)
  • 2023
    Title Die Finite Elemente Methode in der Praxis des Ingenieurholzbaus
    Type Research grant (including intramural programme)
    Start of Funding 2023
    Funder Austrian Research Promotion Agency
  • 2019
    Title Innovative Solutions for Cross Laminated Timber Structures
    Type Research grant (including intramural programme)
    Start of Funding 2019
    Funder Bundesministerium für Land- und Forstwirtschaft, Umwelt und Wasserwirtschaft through ERA-NET ForestValue
  • 2021
    Title Entwicklung eines holzbasierten, 3D-druckfähigen Biokompositmaterials (Vorprojekt zum CD-Labor Antrag)
    Type Research grant (including intramural programme)
    Start of Funding 2021
    Funder HS Timber Group (Private Company)
  • 2023
    Title Christian Doppler Laboratory for Next-Generation Wood-Based Biocomposite
    Type Research grant (including intramural programme)
    Start of Funding 2023
    Funder Christian Doppler Research Association

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