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1.
Mechanisms of defect formation in Ti-6Al-4V product during re-melting of layers in selective laser melting
Snehashis Pal, Matjaž Finšgar, Radovan Hudak, Viktoria Rajtukova, Tomaž Brajlih, Nenad Gubeljak, Igor Drstvenšek, 2023, original scientific article

Abstract: Knowledge of defect formation mechanisms in the manufacturing process helps improve product quality. In this study, defect formation due to re-melting of each layer in selective laser melting of Ti-6Al-4V demonstrated the physical behavior in the manufacture of metallic parts. The re-melting strategy was based on scanning with low energy density (ED) and increased ED with various combinations of laser processing parameters. The increased EDs and their parameters, namely laser power, scanning speed, and hatch distance, were selected based on the previous research experience by the authors. The concept of selecting a low ED followed by a high ED was to reduce the spattering of the powder material during the process. The low ED caused partial sintering of the powder, while the high ED caused the melting of the material, resulting in different metallurgical properties of the manufactured parts. Densities, pore properties, porosity in the initial layers, surface morphologies, and microstructures in the defective areas of the samples were studied to determine the effects of re-melting. Advantages and disadvantages were found with respect to the range of applications of the products
Keywords: re-melting, pore properties, defect, surface morphology, Ti-6Al-4V, selective laser melting
Published in DKUM: 14.03.2025; Views: 0; Downloads: 2
.pdf Full text (16,16 MB)

2.
A holistic approach to cooling system selection and injection molding process optimization based on non-dominated sorting
Janez Gotlih, Miran Brezočnik, Snehashis Pal, Igor Drstvenšek, Timi Karner, Tomaž Brajlih, 2022, original scientific article

Abstract: This study applied a holistic approach to the problem of controlling the temperature of critical areas of tools using conformal cooling. The entire injection molding process is evaluated at the tool design stage using four criteria, one from each stage of the process cycle, to produce a tool with effective cooling that enables short cycle times and ensures good product quality. Tool manufacturing time and cost, as well as tool life, are considered in the optimization by introducing a novel tool-efficiency index. The multi-objective optimization is based on numerical simulations. The simulation results show that conformal cooling effectively cools the critical area of the tool and provides the shortest cycle times and the lowest warpage, but this comes with a trade-off in the tool-efficiency index. By using the tool-efficiency index with non-dominated sorting, the number of relevant simulation cases could be reduced to six, which greatly simplifies the decision regarding the choice of cooling system and process parameters. Based on the study, a tool with conformal cooling channels was made, and a coolant inlet temperature of 20 °C and a flow rate of 5 L/min for conformal and 7.5–9.5 L/min for conventional cooling channels were selected for production. The simulation results were validated by experimental measurements.
Keywords: conformal cooling, injection molding, tooling, additive manufacturing, numerical simulation, non-dominated sorting
Published in DKUM: 05.12.2024; Views: 0; Downloads: 5
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3.
The influence of the ratio of circumference to cross-sectional area of tensile bars on the fatigue life of additive manufactured AISI 316L steel
Luka Ferlič, Filip Jerenec, Mario Šercer, Igor Drstvenšek, Nenad Gubeljak, 2024, original scientific article

Abstract: The static and dynamic loading capacities of components depend on the stress level to which the material is exposed. The fatigue behavior of materials manufactured using additive technology is accompanied by a pronounced scatter between the number of cycles at the same stress level, which is significantly greater than the scatter from a material with the same chemical composition, e.g., AISI 316L, but produced by rolling or forging. An important reason lies in the fact that fatigue cracks are initiated almost always below the material surface of the loaded specimen. Thus, in the article, assuming that a crack will always initiate below the surface, we analyzed the fatigue behavior of specimens with the same bearing cross section but with a different number of bearing rods. With a larger number of rods, the circumference around the supporting part of the rods was 1.73 times larger. Thus, experimental fatigue of specimens with different sizes showed that the dynamic loading capacity of components with a smaller number of bars is significantly greater and can be monitored by individual stress levels. Although there are no significant differences in loading capacity under static and low-cycle loading of materials manufactured with additive technologies, in high-cycle fatigue it has been shown that the ratio between the circumference and the loading cross section of tensile-loaded rods plays an important role in the lifetime. This finding is important for setting a strategy for manufacturing components with additive technologies. It shows that a better dynamic loading capacity can be obtained with a larger loading cross section.
Keywords: AISI 316L stainless steel, additive manufacturing, FEM, high-cycle fatigue, fractography analysis
Published in DKUM: 25.11.2024; Views: 0; Downloads: 16
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4.
Metallurgical and geometric properties controlling of additively manufactured products using artificial intelligence
Snehashis Pal, Igor Drstvenšek, 2021, original scientific article

Abstract: This article has presented a technical concept for producing precisely desired Additive Manufactured (AM) metallic products using Artificial Intelligence (AI). Due to the stochastic nature of the metallic AM process, which causes a greater variance in product properties compared to traditional manufacturing processes, significant inaccuracies in metallurgical properties, as well as geometry, occur. The physics behind these phenomena are related to the melting process, bonding, cooling rate, shrinkage, support condition, part orientation. However, by controlling these phenomena, a wide range of product features can be achieved using the fabricating parameters. A variety of fabricating parameters are involved in the metal AM process, but an appropriate combination of these parameters for a given material is required to obtain an accurate and desired product. Zero defect product can be achieved by controlling these parameters by implementing Knowledge-Based System (KBS). A suitable combination of manufacturing parameters can be determined using mathematical tools with AI, considering the manufacturing time and cost. The knowledge required to integrate AM manufacturing characteristics and constraints into the design and fabricating process is beyond the capabilities of any single engineer. Concurrent Engineering enables the integration of design and manufacturing to enable trades based not only on product performance, but also on other criteria that are not easily evaluated, such as production capability and support. A decision support system or KBS that can guide manufacturing issues during the preliminary design process would be an invaluable tool for system designers. The main objective of this paper is to clearly describe the metal AM manufacturing process problem and show how to develop a KBS for manufacturing process determination.
Keywords: metallurgical properties, geometry, additive manufacturing, artificial intelligence, knowledge-based system
Published in DKUM: 25.09.2024; Views: 0; Downloads: 9
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5.
Finite element analysis of titanium foam in mechanical response for dental application
Snehashis Pal, Igor Drstvenšek, 2021, original scientific article

Abstract: Metals with certain porosity are a new class of materials with extremely low density and a unique combination of excellent mechanical, thermal, electrical, and biocompatible properties. Absorption of impact and shock energy, dust and fluid filtration, construction materials, and most importantly, biocompatible implants are all potential applications for metallic foams. An orthopaedic implant made of metallic foam can provide an open-cell structure that allows for the ingrowth of new bone tissue and the transport of body fluids. Due to its strong biocompatibility and stable fixation between the implant and human bone, titanium foam has recently received much attention as an implant material. Finite element modelling is a suitable method to obtain an efficiently designed implant. Accurate finite element analyses depend on the precision before implementation as well as the functionality of the material properties employed. Since the mechanical performances of titanium foam and solid titanium are different, a constitutive model for porous metal is required. The model of Deshpande and Fleck in the finite element analysis software ABAQUS is used to describe the compressive and flexural deformation properties of titanium foam with 63.5% porosity. The finite element simulation results were compared with the practical mechanical properties obtained by compression testing of the foam. Finally, the material modelling was used to investigate the stress distributions on the dental implant system.
Keywords: finite element analysis, ABAQUS, titanium foam, sintering, dental implant, material modeling, mechanical properties, bending, compressing
Published in DKUM: 25.09.2024; Views: 0; Downloads: 5
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6.
Combined effect of build orientation and energy density on density and mechanical properties of selectively laser melted Co-Cr-W-Si
Snehashis Pal, Igor Drstvenšek, 2022, original scientific article

Abstract: The selective laser melting (SLM) process for manufacturing metals continues to be challenging in terms of achieving the maximum metallurgical properties that the process can provide. There are a variety of manufacturing parameters in the process that have individual characteristics, and when combined with other variables, the characteristics can be varied. However, in this study, the two most important manufacturing parameters, namely build direction and laser power, were considered to investigate their effects on density and tensile properties. Previously, the best scanning speed, hatch spacing, and layer thickness were determined, which directly affect the volumetric energy density in the SLM process. In this study, three different orientations and three different laser powers were selected, namely the X, Y, and Z directions and 55 W, 75 W, and 95 W laser power, respectively. Significant differences in product density were observed for the samples fabricated in the different orientations and with the different laser powers. The specimens fabricated in the Z direction always exhibit higher strength and ductility, which are significantly different from the specimens fabricated in the X and Y directions, while the laser power was 75 W and 95 W, respectively
Keywords: cobalt-chromium alloy, orientation, density, tensile strength, ductility, selective laser melting
Published in DKUM: 25.09.2024; Views: 0; Downloads: 8
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7.
Investigation of the best manufacturing orientation of Co-Cr-W-Si dental prosthetic elements in the selective laser melting process
Snehashis Pal, Janez Gotlih, Igor Drstvenšek, 2022, original scientific article

Abstract: It is well known that Selective Laser Melting (SLM) does not provide the same mechanical properties in all directions of the part. This is due to the microstructural grain orientation and pore shape in SLM products. Therefore, depending on the direction of the pressure applied to the SLM product, a different manufacturing orientation is required to achieve the best mechanical properties. Changing the microstructural grain orientation is difficult through SLM, but a process to reduce the size and number of the pores can be discovered through different combinations of manufacturing parameters. In prosthodontics, pressure is usually applied in the vertical direction, which leads to compression and bending of crowns with bridges. The compressive load can be easily absorbed in the crowns, but the bending force has a significant effect here. Therefore, a product with high tensile strength and high ductility is needed to survive longer. Considering these requirements, this study determined the best parameters for laser processing by SLM method to reduce porosity and improve mechanical strength and ductility of Co-CrW-Si alloy products. The result is a relative product density of 100% for cubic specimens and a yield strength, ultimate tensile strength, and elongation at break of the tensile specimens of 900 MPa, 1200 MPa, and 15%, respectively, obtained in specimen build-up in the Z direction with a laser power of 60 W and a scanning speed of 450 mm/s. Eventually, the best orientation for the production of dental prosthetic elements using the SLM process was determined.
Keywords: cobalt-chromium alloy, dental implant, density, tensile strength, ductility, selective laser melting
Published in DKUM: 03.07.2024; Views: 78; Downloads: 14
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8.
Dimensional deviations in Ti-6Al-4V discs produced with different process parameters during selective laser melting
Snehashis Pal, Marijana Milković, Riad Ramadani, Janez Gotlih, Nenad Gubeljak, Radovan Hudak, Igor Drstvenšek, Matjaž Finšgar, Tomaž Brajlih, 2023, original scientific article

Abstract: When manufacturing complicated products where both material and design play a role, especially thin and curved components, it is difcult to maintain accurate dimensions in Selective Laser Melting. Considering these difculties, this article presents the dimensional errors in the fabrication of Ti-6Al-4V discs and their thermomechanics during manufacturing. Various combinations of laser processing parameters were used to fabricate the 2.00 mm thick discs with a diameter of 5.70 mm. It was found that the thickness shortened and the round shape changed to an oval shape for most of the discs. The thickness decreased along the build-up direction from the bottom to the top and formed a taper that increased with increasing energy density (ED). The horizontal diameter of the discs changed slightly, while the vertical diameters changed remarkably with increasing ED. On the other hand, reducing the laser power resulted in a reduction of the roundness error, while it caused a reduction of the thickness. The hatch spacing signifcantly afected the volume of the melt pool and caused a change in the vertical diameter. The central part of the curved surface of the discs became concave and the concavity increased due to the increasing ED.
Keywords: dimension, Ti-6Al-4V, lase power, scanning speed, hatch spacing, selective laser melting
Published in DKUM: 29.03.2024; Views: 219; Downloads: 9
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9.
Vpliv parametrov procesa brizganja na zaostale napetosti in nastanek razpok pri več-komponentnih prozornih izdelkih iz pmma : diplomsko delo
Katja Jernejšek, 2022, undergraduate thesis

Abstract: Pokrove za zadnje avtomobilske luči izdelamo z brizganjem plastičnih mas. Kakovost izdelkov nadzorujemo in zagotavljamo s spreminjanjem procesnih parametrov. Velik vpliv na spreminjanje kakovosti izdelkov med uporabo imajo zaostale napetosti, ki se pojavijo med njihovim ohlajanjem. Pomembno je, da visoke zaostale napetosti na izdelkih pravočasno odkrijemo, sicer se lahko zaradi njih, v času uporabe izdelka, na izdelkih pojavijo razpoke. Pri izvedbi eksperimenta nas je zanimalo, kako se s spreminjanjem procesnih parametrov spreminja nastanek razpok na izdelkih. Pokrove smo izpostavili tekočemu etanolu in pregledovali nastale razpoke. Nastanek razpok na pokrovih smo preprečili z brizganjem pri nižjem naknadnem tlaku in krajšem času delovanja naknadnega tlaka.
Keywords: PMMA, plastične mase, brizganje plastičnih mas, zaostale napetosti, nastanek razpok
Published in DKUM: 05.03.2024; Views: 318; Downloads: 6
.pdf Full text (3,20 MB)

10.
Analiza pogostosti in značilnosti napak pri brizganju plastike in njihovega vpliva na kritična mesta v proizvodnji : diplomsko delo
Ožbej Vidmar, 2023, undergraduate thesis

Abstract: Osnovni namen diplomske naloge je ugotoviti, katere napake se pojavijo, ko že imamo stabilen proces brizganja plastike. V diplomski nalogi so opisane osnove brizganja plastike. Narejena je analiza napak, ki so se pojavile med delovanjem, in podane so smernice za reševanje napak. Na podlagi analize podatkov je izdelana podatkovna baza za tehnologe, s katero bodo hitro in učinkovito reševali napake pri brizganju plastike. S tem se zmanjša srednji čas popravila napak, kar pomeni, da se zmanjša izmet in je manj zastoja v proizvodnji. Z analizo napak, ki so se pojavile, so bile določene tudi kritične točke v proizvodnji.
Keywords: Plastika, brizganje plastike, napake, proizvodnja
Published in DKUM: 28.02.2024; Views: 371; Downloads: 74
.pdf Full text (1,97 MB)

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