RRRobert Roszak

Robert Roszak

*This is an algorithmically generated author record based on publicly available information.

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Robert Roszak has a total of 43 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Experimental determination and numerical simulation of material and damage behavior in low-cycle fatigue of AlSi7Mg0.6 aluminum manufactured by the L-PBF method

    by Agata Mrozek-Czajkowska, Robert Roszak, Grzegorz Ziólkowski, Grzegorz Lesiuk, Emilia Grochowska, Lukas Richter, Matthias Ziegenhorn

    The recent interest in additive manufacturing (AM) of metal alloys, particularly Al-Si alloys, is significant due to its crucial role in the design and development of complex structural components in the aerospace, defense, and automotive industries. The use of AM technology, and specifically laser powder bed fusion (L-PBF), enables the creation of lightweight structures with flexible geometries that were previously unattainable using conventional manufacturing methods. This work focuses on components manufactured from an AlSi7Mg0.6 alloy. Components manufactured using the L-PBF method are subjected to static loading and periods of fatigue loading. The microstructure and, consequently, the mechanical properties of aluminum alloys manufactured by AM are expected to differ from their conventionally manufactured counterparts due to the unique thermal history encountered during AM processes. Therefore, it is crucial to understand the microstructure and characterize the mechanical properties of aluminum alloys by AM to verify their suitability for critical fatigue applications. Additionally, it is crucial to develop appropriate material models for numerical analysis to model the behavior and damage. Therefore, it is crucial to investigate the fatigue characteristics of these components under cyclic LCF loading conditions and determine material parameters. A user material subroutine applies the complete material model for the finite element software ABAQUS 2022. To validate the material model and the parameters, a complex tensile test is performed. In order to check the finite element model, the energy transformation ratio is included in the evaluation. The numerical analyses of the mechanical stress evolution and behaviour demonstrate good agreement with the experimental test. In addition, the calculation shows the expected behaviour of the void volume fraction that rises from the initial value of 0.085 $$\%$$ to 0.129 $$\%$$ value under a complex mechanical load.

  • Open Access

    CFD4DC: Automated CFD framework for heat transfer analysis of data centers

    by Wojciech Szeliga, Ariel Oleksiak, Robert Roszak, Radosław Górzeński


  • Open Access

    Thermomechanical Analysis of PBF-LB/M AlSi7Mg0.6 with Respect to Rate-Dependent Material Behaviour and Damage Effects

    by Lukas Richter, Irina Smolina, Andrzej Pawlak, Daniela Schob, Robert Roszak, Philipp Maasch, Matthias Ziegenhorn

    This paper describes the self-heating effects resulting from mechanical deformation in the additively manufactured aluminium alloy AlSi7Mg0.6. The material’s self-heating effect results from irreversible changes in the material’s microstructure that are directly coupled with the inelastic deformations. These processes are highly dissipative, which is reflected in the heat generation of the material. To describe such effects, a numerical framework that combines an elasto-viscoplastic Chaboche model with the Gurson Tvergaard Needleman damage approach is analysed and thermomechanically extended. This paper characterises the sample preparation, the experimental set-up, the development of the thermomechanical approach, and the material model. A user material subroutine applies the complete material model for the finite element software Abaqus 2022. To validate the material model and the parameters, a complex tensile test is performed. In order to check the finite element model, the energy transformation ratio is included in the evaluation. The numerical analyses of the mechanical stress evolution and the self-heating behaviour demonstrate good agreement with the experimental test. In addition, the calculation shows the expected behaviour of the void volume fraction that rises from the initial value of 0.0373% to a higher value under a complex mechanical load.


  • Open Access

    Automation of data center airflow and heat transfer analysis for transient scenario

    by Wojciech Szeliga, Ariel Oleksiak, Robert Roszak

    The global share of energy consumption by data centers has reached the level of several percent and continues to rise. For this reason, ensuring optimal energy efficiency of the cooling process in data centers is an essential matter. As most data centers are air-cooled, it is required to investigate an airflow pattern inside as well as the accompanying heat transfer phenomena to assess the efficiency of the cooling process of the object. What is more, the thermal state of a server room as well as its power consumption often has a transient nature not only due to turbulent airflow inside but also because of dynamically changing servers’ load and time-varying output conditions of the coolers as a consequence of their control algorithms. That is why it is necessary to use transient modeling to get a deep and complete insight into the nature of the airflow and heat transfer phenomena in a server room and the resulting energy usage. A technique which allows modeling of the airflow and heat transfer in a detailed, volumetric way is computational fluid dynamics (CFD). Unfortunately, employing CFD for complex models especially in a transient manner can become a tedious process for an engineer and a challenging task for computational resources. In this paper we present a framework which is designed for automatic numerical heat transfer analysis of data center objects, using in the backend OpenFOAM, a well-known open-source CFD toolkit. Besides the automation process, the presented framework includes the implementation of transient models of active server room equipment and modeling of their energy usage as well as support for using high performance computing (HPC) systems equipped with SLURM queuing system. The software description is followed by a presentation of its application for a study of a hypothetical server room. A transient scenario of rapid application of servers’ load is simulated, including an energy consumption analysis of cooling devices.


  • Open Access

    Characterization and Simulation of Shear-Induced Damage in Selective-Laser-Sintered Polyamide 12

    by Daniela Schob, Lukas Richter, Krzysztof Kotecki, Dariusz Kurpisz, Robert Roszak, Philipp Maasch, Matthias Ziegenhorn

    This paper presents the characterisation of selective-laser-sintered (SLS) samples of polyamide 12 (PA12) under shear loading. PA12 is a semi-crystalline thermoplastic and is used in various industries. Its behaviour under shear stress, which is particularly important for product reliability, has not yet been sufficiently investigated. This research focuses on understanding the material and damage behaviour of PA12 under shear-induced stress conditions. The study included quasi-static experiments and numerical simulations. Samples were prepared via SLS and tested according to ASTM standards. Digital image correlation (DIC) was used for precise deformation measurements. The Chaboche material model was used for the viscoplastic behaviour in the numerical simulations. Due to existing material discontinuities in the form of voids, the material model was coupled with the Gurson–Tvergaard–Needleman (GTN) damage model. A modified approach of the GTN model was used to account for low stress triaxiality under shear loading. These models were implemented in MATLAB and integrated into Abaqus via a User Material (UMAT) subroutine. The results of the experiments and simulations showed a high degree of accuracy. An important finding was the significant influence of the shear factor kw on the damage behaviour, especially during failure. This factor proved to be essential for the accurate prediction of material behaviour under shear-induced stress conditions. The integration of the modified GTN model with the Chaboche material model in UMAT enables an accurate prediction of the material and damage behaviour and thus makes an important contribution to the understanding of the mechanical material behaviour of SLS PA12 specimens.


  • Self-Heating Analysis with Respect to Holding Times of an Additive Manufactured Aluminium Alloy

    by Lukas Richter, Holger Sparr, Daniela Schob, Philipp Maasch, Robert Roszak, Matthias Ziegenhorn


  • Open Access

    Influence of the AlSi7Mg0.6 Aluminium Alloy Powder Reuse on the Quality and Mechanical Properties of LPBF Samples

    by Irina Smolina, Konrad Gruber, Andrzej Pawlak, Grzegorz Ziółkowski, Emilia Grochowska, Daniela Schob, Karol Kobiela, Robert Roszak, Matthias Ziegenhorn, Tomasz Kurzynowski

    Additive manufacturing (AM) is dynamically developing and finding applications in different industries. The quality of input material is a part of the process and of the final product quality. That is why understanding the influence of powder reuse on the properties of bulk specimens is crucial for ensuring the repeatable AM process chain. The presented study investigated the possibility of continuous reuse of AlSi7Mg0.6 powder in the laser powder bed fusion process (LPBF). To date, there is no study of AlSi7Mg0.6 powder reuse in the LPBF process to be found in the literature. This study aims to respond to this gap. The five batches of AlSi7Mg0.6 powder and five bulk LPBF samples series were characterised using different techniques. The following characteristics of powders were analysed: the powder size distribution (PSD), the morphology (scanning electron microscopy—SEM), the flowability (rotating drum analysis), and laser light absorption (spectrophotometry). Bulk samples were characterised for microstructure (SEM), chemical composition (X-ray fluorescence spectrometry—XRF), porosity (computed tomography—CT) and mechanical properties (tensile, hardness). The powder was reused in subsequent processes without adding (recycling/rejuvenation) virgin powder (collective ageing powder reuse strategy). All tested powders (powders P0–P4) and bulk samples (series S0–S3) show repeatable properties, with changes observed within error limits. Samples manufactured within the fifth reuse cycle (series S4) showed some mean value changes of measured characteristics indicating initial degradation. However, these changes also mostly fit within error limits. Therefore, the collective ageing powder reuse strategy is considered to give repeatable LPBF process results and is recommended for the AlSi7Mg0.6 alloy within at least five consecutive LPBF processes.


  • Applications of Viscoplasticity and Damage Models, the Thermomechanical Consistency and the Prospect of a Microstructural Representation

    by Matthias Ziegenhorn, Rainer Adelung, Rainer Franke, Robert Roszak, Ilja Sagrado, Daniela Schob, Holger Sparr, Tomasz Kurzynowski