Open theses

We always appreciate your interest in executing a bachelor’s, project or master’s theses at our institute. As part of our ongoing research, we are offering the following topics. Topics other than those listed here can be discussed and assigned with the employees at short notice. Please contact Dr. Franz von Bock und Polach or Prof. Alexander Düster for further information. It is also possible to find suitable thesis topics in cooperation with out national and international partners.

Bachelor- (BA), Project- (PA), and Master- (MA) Theses

Modelling the damage and fracture of steel plates of ship double hull
Wasif Safdar; PA, MA; 2024

Modelling the damage and fracture of steel plates of ship double hull

To enhance the crashworthiness of a ships double hull, the exploration of granular materials such as expanded glass granules (Poraver) has shown promising potential. These particles are placed inside the cavity of the ship double hull.

Based on this, experiments have been performed and a numerical model was developed to validate against the experiments. However, there was a discrepancy between the results with regards the damage and fracture of the steel plates. Therefore, the damage model needs to be changed and/or improved.

Previous work was done using ABAQUS with ductile damage model for elastic-plastic material. This project involves using LS-DYNA to use a similar, as mentioned above, damage model or a new one to produce better results. Once the model is validated against the experiments, it can be for a double hull simulation where the particles are also included as a continuum body using FEM or discrete objects using DEM.

 

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DEM modelling with neural network integration for parameter identification
Wasif Safdar; PA, MA; 2024

DEM modelling with neural network integration for parameter identification

To enhance the crashworthiness of a ships double hull, the exploration of granular materials such as expanded glass granules (Poraver) has shown promising potential. However, the abrasive nature of these particles under dynamic loads poses significant challenges. A novel approach through the application of various coatings, like candelilla wax or silicone, has emerged as a viable solution to mitigate these issues.

Traditional DEM simulations, while effective, are hampered by the extensive time required to accu- rately determine a vast array of structural and material parameters, particularly for multi-particle simulations such as those needed for double hull analysis.

By leveraging neural networks for parameter identification, we can introduce a method that significantly reduces the computational effort and time. Once trained, the neural network can swiftly adapt to various materials used for coating, including but not limited to candelilla wax or silicone, providing precise parameter values crucial for the simulation. This approach not only enhances simulation efficiency but also broadens the scope of materials that can be analyzed with high fidelity in DEM models. The current structure of the neural network is limited with regards to the accuracy of the predicted parameters. Therefore, either the current structure needs to be improved or a new one developed.

 

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Simulation of contact problems with the third medium approach
Alexander Düster; PA, MA; 2024

Simulation of contact problems with the third medium approach

Finite element simulation of contact problems has become an indispensable tool in engineering analysis [1]. Contact constraints are typically enforced using Lagrange multipliers, penalty methods, or a combination of both approaches [2]. This thesis shall investigate a novel third medium contact formulation based on a space-filling mesh that enables contacting bodies to move and interact [3]. To accommodate contact constraints, the properties of the third medium embedding the bodies must adapt to their movements. The proposed approach employs an isotropic/anisotropic hyperelastic material model to represent the mechanical behaviour of the third medium. This eliminates the need for computationally expensive contact search algorithms and significantly simplifies the contact formulation. Preliminary results presented in [3] and independently computed using the high-order FEM code AdhoC [5] are encouraging (see Figure 1). The objective of this work is to study the third medium approach. The high-order finite element solver AdhoC will be employed to conduct comprehensive studies. These studies will assess the impact of the hyperelastic material model [1,3,4] on the convergence and stability of the contact algorithm, as well as the accuracy of the finite element solution in capturing the mechanical behavior of the system under contact conditions. The scope of the project will be tailored to the type of work (project or master thesis).

Recommended skills: Basic programming skills, finite elements

 

Literature
[1] P. Wriggers, Nonlinear Finite Methods, Springer, https://link.springer.com/book/10.1007/978-3-540-71001-1,2008.
[2] P. Wriggers, Computational Contact Mechanics, Springer, https://link.springer.com/book/10.1007/978-3-540-32609-0, 2006.
[3] P. Wriggers, J. Schröder, A. Schwarz, A finite element method for contact using a third medium, Computational Mechanics, 52:837-847, https://link.springer.com/article/10.1007/s00466-013-0848-5, 2013.
[4] J. Bonet, R.D. Wood, Nonlinear Continuum Mechanics for Finite Element Analysis, Cambridge University Press, https://doi.org/10.1017/CBO9780511755446, 2008.

[5] A. Düster, High-Order FEM, Lecture Notes, TU Hamburg, 2023.

[6] A. Düster, Nonlinear Structural Analysis, Lecture Notes, TU Hamburg, 2023.


Contact
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Figure 1: FEM mesh with third medium depicted in grey
Figure 2: p-FEM solution with p=16.
Numerical investigation of mass scaling in explicit finite element simulations
Alexander Düster; PA, MA; 2024

Numerical investigation of mass scaling in explicit finite element simulations

Highly dynamic processes such as crash or impact are solved with explicit finite element methods. Corresponding simulations require fine spatial and temporal discretizations. Since the required time step size to resolve the dynamic process is very small, explicit solvers are preferred. To this end, the central difference method is applied to integrate the semi-discrete equation of motion in time. In order to avoid having to solve huge linear systems of equations within every time step, the mass matrix is lumped, i.e. diagonalized. In this way the solution of the system of equations is trivial and thus very fast. However, due to the fact that an explicit approach is being used, the critical time step size to maintain stability of the simulation can become very small. In order to relax this constraint, mass scaling can be applied which leads to an increase of the critical time step size reducing the computational effort. The purpose of this work is to investigate different mass scaling approaches. The free, publicly available finite element solver OpenRadioss [1] shall be used to study the influence of the mass scaling on the critical time step size and the accuracy of the finite element solution. The task of this project will be adjusted according to the type of work (project or master thesis).

Recommended skills: Basic programming skills, finite elements

Literature
[1] https://www.openradioss.org/ (visited on December 6, 2023).

[2] P. Wriggers, Nonlinear Finite Methods, Springer, 2008.
[3] K.-J. Bathe, Finite Element Procedures, Second Edition, 2014.
[4] A.-K. Schäuble, Variationally consistent inertia templates for speed-up and customization in explicit dynamcis, PhD Thesis, Universität Stuttgart, http://dx.doi.org/10.18419/opus-10606, 2019.
[5] A. Düster, Nonlinear Structural Analysis, Lecture Notes, TU Hamburg, 2023.
[6] A. Düster, Numerische Struturdynamik, Lecture Notes, TU Hamburg, 2023.

 

Contact
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Simulating Geometries with Multiple Parts using the Finite Cell Method
Alexander Düster; MA; 2024

Simulating Geometries with Multiple Parts using the Finite Cell Method

In this project we are interested in studying and implementing an algorithm for simulating geometries with multiple parts using the FCM. The main objectives are: a) investigate and analyze existing algorithms and techniques for simulating complex geometries with multiple parts using FCM, b) implement the algorithm within a C++/Rust code, c) validate the developed algorithm by comparing the simulation results with experimental data or benchmark cases, demonstrating its accuracy and efficiency, d) evaluate the performance and scalability of the implemented algorithm in terms of computational efficiency, memory requirements, and robustness, e) provide documentation, user guidelines, and recommendations for future enhancements or extensions of the algorithm.

 

This thesis is in cooperation with Dr-Ing. Meysam Joulaian from SimScale GmbH.
For further information contact:

 

Vergleichende Untersuchung einer quasi-statischen Verformung mit LS-DYNA und OpenRadioss
Alexander Düster; BA, PA, MA; 2024

Vergleichende Untersuchung einer quasi-statischen Verformung mit LS-DYNA und OpenRadioss

Sehr schnelle und/oder hochgradig nichtlineare Probleme der Festkörpermechanik werden mit Hilfe der expliziten Berechnungsmethoden gelöst. Anschauliche Beispiele solcher Berechnungen sind Crash- oder Umformsimulationen.
Momentan existieren auf dem Markt einige wenige Anbieter propriäterer Software, die explizite Solver entwickeln und vertreiben. Diese sind robust und validiert. Parallel dazu werden von der Open Source Community freie Alternativen entwickelt.
In dieser Arbeit soll eine vergleichende Untersuchung zwischen einem Vertreter der kommerziellen Software und Open Source auf Basis eine Umformsimulation erstellt werden. Als kommerzielle Software dient dem Projekt LS-DYNA und auf der Seite von Open Source OpenRadioss.

Vergleichende Untersuchung einer quasi-statischen Verformung mit LS-DYNA und OpenRadioss

Analysis of video-recordings from ships breaking ice to classify the ship-ice interaction process
Franciska Müller; PA, MA; 2024

Analysis of video-recordings from ships breaking ice to classify the ship-ice interaction process

Which ice shape causes the greatest damage to a ship’s hull in a collision scenario? That is the core question of our project IceShape. First research results at our institute showed that the ice load that is introduced into structures is depending significantly on the shape of the ice that is interacting with the ship.

The open question is however, which ice shapes occur most frequently when a ship moves through icy waters? This research question should be answered in this thesis.

We have a large amount of video recordings from a ship moving in ice and these footages need to be processed, classified and analysed. The work involves digital image processing, automating routines and statistical analyses of the harvested results and data. The ultimate goal is to create an ice shape occurrence spectrum, if feasible.

 

Tasks:

  1. Development of an image processing tool that can capture ice shapes and icebreaking processes
  2. Definition of ice shape categories
  3. Automated analysis of video footage from Arctic with image processing tool
  4. Development of an ice shape occurrence spectrum

 

If you are interested, please feel free to contact me:

Dynamic Fracture in Ice
Alexander Düster; MA; 2024

Dynamic Fracture in Ice

The main purpose of this project is to support the experiments of [2, 1] by modeling the dynamic response of ice. The motivation for this is twofold: understanding the dynamic behavior of ice can help us get insights into glacier dynamics, and it can help us better design ship structures.
An example from [2, 1] experiments of an ice cylinder impacted by a moving plate can be seen in the Figure.

 

Figure 1: Cracking stages of an ice cylinder impacted by a moving plate.

In this project the student will apply the phase-field approach [3] to model the dynamic cracking in an ice cylinder subjected to impact loading. In their experiments [2, 1] found that ice behavior is strain rate depended, starting with some ductility at small strain rates and tending to brittle behavior at high strain rates. Here, we will try to account to the entire range of the experimental strain rates directly through the variational formulation of the phase-field approach.

For further information contact us at:
Dr.-Ing. Yaron Schapira, schapira.y@gmail.com, yaron.schapira@tuhh.de, +972-54-5659884
Prof. Dr.-Ing. habil. Alexander Düster, alexander.duester@tuhh.de, 040-42878-6083

References
[1] Angelo Mario Böhm, Hauke Herrnring, and Franz von Bock und Polach. “Lessons Learned: The Influence of Testing Properties on Uniaxial Compression Tests of Ice”. In: International Conference on Offshore Mechanics and Arctic Engineering. American Society of Mechanical Engineers. 2022.
[2] Angelo Mario Böhm, Hauke Herrnring, and Franz von Bock und Polach. “Data from uniaxial compressive testing of laboratory-made granular ice”. In: Data in Brief 42 (2022), p. 108236.
[3] Yaron Schapira, Lars Radtke, Stefan Kollmannsberger, and Alexander Düster. “Performance of acceleration techniques for staggered phase-field solutions”. In: Computer Methods in Applied Mechanics and Engineering 410 (2023), p. 116029.

 

Fluid-structure interaction of ships and offshore structures
Lars Radtke; MA; 2024

Fluid-structure interaction of ships and offshore structures

Fluid-structure interaction plays an important role, especially in marine applications, where the loads acting on possibly deformable structures are mainly determined by the fluid around them.
In the past, we have considered several applications, such as ships in sea waves in order to simulate the landing maneuver of service ships to an offshore wind turbine plant as shown in the figure below.
It also includes snapshots of simulations of flexible marine propellers and floating offshore wind turbine plants.

In all of these applications, the interaction of fluid and structure must be considered to predict the structural integrity or the performance accurately.
This leads to a coupled problem, where loads have to be transferred from the fluid subproblem to the structural subproblem and where displacements of the structure have to be sent in the other direction.
For both subproblems, dedicated solvers already exist. It is therefore desired to reuse existing software and modify it such that coupling can be realized between two solvers instead of developing a new code that can handle both problems simultaneously.

Accordingly, we pursue a partitioned approach to solve the coupled problem rather than a monolithic approach. Through a third software, a coupling manager, the data exchange between the fluid and the structural solver (and possibly between any number of solvers for a variety of different problem types) is managed. A major field of research in our group is the development of new coupling algorithms and so-called convergence acceleration schemes inside our coupling manager comana. You can find below a list of publications around these topics.

In your thesis, you may work more on the application side and participate in one of our research projects, e.g. the acoustic behavior of flexible marine propellers or the simulation of a wave energy converter. Alternatively, topics which are less related to applications (e.g. about coupling algorithms and novel discretization schemes) are available.

Interested applicants are asked to contact:

Dr.-Ing. Lars RadtkeProf. Alexander Düster

 

Cardiovascular fluid-structure interaction
Lars Radtke; MA; 2024

Cardiovascular fluid-structure interaction

The simulation of blood flow (hemodynamics) requires the simulation of a fluid-structure interaction problem such that it is very possible for this biomedical application to join forces with the simulation of flexible marine structures.
One of the main applications for blood flow simulations is the optimization of implants like stents, bypass-grafts or stent-grafts as well as external cardiovascular devices.
In recent years, we have developed a simulation approach that allows for investigations, e.g. of the hemodynamic in the connection by arteries and bypass-grafts, so-called anastomoses, as shown in the Figure.

 

In order to solve the coupled fluid-structure interaction problem, we reuse existing software for the structure and the fluid subproblem and couple them using a third software, our coupling manager comana.
In such a partitioned solution approach for coupled problems, the so-called added mass effect can lead to instabilities in the simulations. In biomedical applications, where the density of the fluid and the structure are almost equal this effect is especially problematic (as opposed to engineering applications considering, e.g. steel and water). While we can achieve stable simulations with novel stabilization methods from literature, we constantly work on improving and fine-tuning these. Theses focusing on these rather theoretical aspects may only perform larger simulations in an exemplary spirit and mainly work with academic test cases.

In an active research project, we currently use mathematical shape optimization methods in combination with the coupled simulation approach. Using the so-called adjoint method, our goal is to find optimal shapes. e.g. for anastomoses, that minimize or maximize clinically relevant hemodynamic factors associated, e.g. with the development of atherosclerosis or hemolysis.

Interested applicants are asked to contact:

Dr.-Ing. Lars RadtkeProf. Alexander Düster

 

 

Topics related to fatigue strength of 3D printed materials
Moritz Braun; PA, MA; 2024

Topics related to fatigue strength of 3D printed materials

Additive manufacturing as a new production process offers great advantageous for certain applications compared to classical processes; however, additively manufactured components are known to have poor surface quality after production. These surfaces can contain defects, from which fatigue cracks can be initiated. Possibilities to improve the fatigue strength included post-production methods like heat treatment or hybrid production processes (e.g. machining of the surface). In current projects the fatigue behavior of 316L specimens produced by selective laser melting and wire and arc additive manufactured are investigated. Topics for project and master thesis include:

• Fatigue strength of welded 3D printed materials
• Fatigue strength of wire and arc additive manufactured (WAAM) materials
• Hybrid additive manufacturing

Weld toe and root failure transition in load-carrying cruciform joints
Moritz Braun; PA, MA; 2024

Weld toe and root failure transition in load-carrying cruciform joints

It is well known that there is an inherent risk in load-carrying fillet welded joints for fatigue fracture from the weld root. This is usually avoided by large throat thicknesses, which reduced the nominal stress in the cross-section of the fillet weld. However, the reason for weld root failure is not only governed by throat thickness, but also by other parameters like loading type, leg length and so on. Assessment of the risk of root failure can be either empirically or numerically. For the later, different methods are permitted by industry standards and or are still under development.

In recent years, attempts have been made to simplify these approaches and to find a method that is most suitable for fatigue assessment based on finite element method. Although, differences between the different approaches have been proven, it is sometimes believed that some of the methods are directly comparable. However, recent studies found differences in the estimating whether cracks will initiate from the weld toe or root for different methods. Hence, this project is concerned with the investigation of weld toe or root transition for load-carrying cruciform joints. For this purpose, finite element simulations will be applied.

Prediction of fatigue failure of welded joints based on machine learning algorithm
Moritz Braun; PA, MA; 2024

Prediction of fatigue failure of welded joints based on machine learning algorithm

Fatigue behaviour of welded joints depends on a number of factors, such as local weld geometry, macro-geometric misalignment, loading type, etc. Due to the complexity of this topic, machine learning techniques offer a possibility to assess the mutual influence of these aspects. In this study, different machine learning techniques, i.e. decision tree, boosted trees, and artificial neural network are utilised to to predict fracture locations and fatigue life of welded joints.

Investigation of stress gradient effects at notches using numerical simulations and metamodeling
Moritz Braun; PA, MA; 2024

Investigation of stress gradient effects at notches using numerical simulations and metamodeling

It is well known that the fatigue strength of notched components cannot be determined solely by calculating the stress peak σmax at the notch tip by the theory of elasticity and using the fatigue strength or endurance limit σR derived from unnotched specimens.[1] In order to overcome this problem, a variety of different methods have been suggested, which take the stress gradient or so-called notch effect in the vicinity of a local stress raiser into account.

In recent years, attempts have been made to simplify these approaches and to find a method that is most suitable for fatigue assessment based on numerical simulations. Although, differences between the different approaches have been proven, it is generally assumed that some methods are directly comparable. Hence, this project is concerned with the investigation of the comparability of stress gradient or effective notch stress methods for fatigue assessment. For this purpose, numerical simulations will be applied in combination with metamodeling. The goal is to create surrogates based on non-linear curve fitting and machine learning in order to reduce computational efforts.

 


[1] A. Thum und W. Buchmann, Dauerfestigkeit und Konstruktion, VDI-Verlag, Berlin, 1932

Thickness effects on fatigue strength of welded joints using stress gradient-based methods
Moritz Braun; PA, MA; 2024

Thickness effects on fatigue strength of welded joints using stress gradient-based methods

Experimental studies consistently demonstrate that as the size of specimens increases, their fatigue strength tends to decrease. This phenomenon, often referred to as the thickness effect or size effect, is observed in both machined and welded specimens. While the exact mechanisms behind this phenomenon are not fully understood, various industry codes have acknowledged and accounted for the reduction in fatigue strength associated with increasing structure or component size. Typically, these codes incorporate a thickness correction factor to adjust for this effect, thereby scaling down the predicted fatigue strength in design and analysis processes. In contrast, stress gradients-based fatigue assessment methods are capable of directly accounting for geometric size effects; however, there has not been a thorough investigation on thickness effects on welded joints using such methods. Hence, this project is concerned with the application of different stress gradient-based methods such as the critical distance and stress averaging methods for welded joints of varying plate thickness. For this purpose, numerical simulations will be applied.

Comparison of a 4-point-bending and a disk-bending test to determine the flexural strength of ice
Franciska Müller; MA; 2024

Comparison of a 4-point-bending and a disk-bending test to determine the flexural strength of ice

The loads in ice-structure interaction are among others highly dependent on the ice properties. One crucial ice property is the flexural strength. There are different methods to determine the flexural strength of ice, which differ in the way the load is applied and in the practicability. In this thesis two methods to determine the flexural strength of ice should be compared. One method is the 4-point-bending test and the other the disk-bending test. The 4-point-bending test is a very labor-intensive experiment to conduct in full-scale in contrast to the disk-bending test. However, the capacity of the latter is little explored and it is unknown how well stress states can be compared to 4-point-bending tests. Therefore, experimental and numerical analysis in small scale are to be carried out. In an analysis it is to be determined weather there is a correlation between the flexural strength values determined by those two methods.

 

Task:

  1. Literature studies on flexural strength of ice
  2. Development of a test setup for a 4-point bending test and a disk-bending test in small scale
  3. Numerical analysis of both tests
  4. Execution of flexural strength tests
  5. Evaluation of data and comparison of the two methods

 

If you are interested, please feel free to contact me:

Low fidelity DEM approach for modelling breakage of coated particles
Wasif Safdar; BA, PA, MA; 2024

Low fidelity DEM approach for modelling breakage of coated particles

Presence of granular material in the cavity of a ship’s double hull leads to improved crashworthiness. Expanded glass granules (Poraver) have been found to be particularly suitable due to their chemical and physical properties. However, the abrasive behaviour of Poraver particles under dynamic load is a disadvantage for the application investigated. One way to overcome these problems is to use coated
particles.

The project involves the numerical modelling of coated particles, to be used in the cavitiy of a ship double hull to improve its crashworthiness, using the Discrete Element Method (DEM). The difficulty lies in the correct determination of large number of structural and material parameters for the numerical model. Furthermore, the simulation times are large especially when performing multi particle simulations as is the case when simulating a double hull. For this purpose, an open source code MUSEN is used. The validated numerical model will be used to simulate a collision scenario with a particle filled double hull to determine the extent of kinetic energy absorbing capabilities of coated particles.

Numerical investigation of strain and stress jumps on the element boundaries of the finite cell method
Mahan Gorji; BA, PA, MA; 2024

Numerical investigation of strain and stress jumps on the element boundaries of the finite cell method

In recent years immersed methods such as the finite cell method (FCM) gain more attention when simulating very complex geometries in computational mechanics. As an alternative to the finite element method (FEM), the FCM meshes the structure by a simple Cartesian grid. Furthermore, high-order hierarchical shape functions are utilized in order to achieve a good convergence behaviour. For heterogeneous structures such as the plate with a circular inclusion, the FCM was extended by the local enrichment to capture the strains and stresses very accurately. However, since the FCM (and also the FEM) in general employ an C⁰-continuous Ansatz, artificial jumps at the element boundaries will occur. These jumps depend on the numerical setup (number of elements, polynomial order, etc.). It is observed that these jumps reduce, when a finer setup is utilized.

 

Therefore in this thesis, the behaviour of the strain and stress jumps along the element boundaries should be studied. The goal is to find out the optimal setup to get an acceptable solution, utilizing the strain and stress jumps as error indicators. To this end, the FCM is utilized as a numerical tool to perform linear elastic simulations. Next, the results are investigated in the postprocessing step. The thesis is finalized by discussion and conclusions.

Scope of this work:
    • Introduction into a finite cell code to perform mechanical simulations (e.g. AdhoC++)
    • Investigations for homogeneous structures (with FCM)
    • Investigations for heterogeneous structures (with FCM & local enrichment)
    • Interpretation of the results and discussion

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