1. Experimental investigation of the biofunctional properties of nickel–titanium alloys depending on the type of productionMinja Miličić Lazić, Peter Majerič, Vojkan Lazić, Jelena Milašin, Milica Jakšić, Dijana Trišić, Katarina Radović, 2022, izvirni znanstveni članek Opis: Nickel–titanium alloys used in dentistry have a variety of mechanical, chemical, and
biofunctional properties that are dependent on the manufacturing process. The aim of this study
was to compare the mechanical and biofunctional performances of a nickel–titanium alloy produced
by the continuous casting method (NiTi-2) with commercial nitinol (NiTi-1) manufactured by the
classical process, i.e., from remelting in a vacuum furnace with electro-resistive heating and final
casting into ingots. The chemical composition of the tested samples was analyzed using an energy
dispersive X-ray analysis (EDX) and X-ray fluorescence (XRF). Electron backscatter diffraction (EBSD)
quantitative microstructural analysis was performed to determine phase distribution in the samples.
As part of the mechanical properties, the hardness on the surface of samples was measured with
the static Vickers method. The release of metal ions (Ni, Ti) in artificial saliva (pH 6.5) and lactic
acid (pH 2.3) was measured using a static immersion test. Finally, the resulting corrosion layer was
revealed by means of a scanning electron microscope (SEM), which allows the detection and direct
measurement of the formatted oxide layer thickness. To assess the biocompatibility of the tested
nickel–titanium alloy samples, an MTT test of fibroblast cellular proliferation on direct contact with
the samples was performed. The obtained data were analyzed with the IBM SPSS Statistics v22
software. EDX and XRF analyses showed a higher presence of Ni in the NiTi-2 sample. The EBSD
analysis detected an additional NiTi2
-cubic phase in the NiTi-2 microstructure. Additionally, in the
NiTi-2 higher hardness was measured. An immersion test performed in artificial saliva after 7 days
did not induce significant ion release in either group of samples (NiTi-1 and NiTi-2). The acidic
environment significantly increased the release of toxic ions in both types of samples. However, Ni
ion release was two times lower, and Ti ion release was three times lower from NiTi-2 than from
NiTi-1. Comparison of the cells’ mitochondrial activity between the NiTi-1 and NiTi-2 groups did
not show a statistically significant difference. In conclusion, we obtained an alloy of small diameter
with an appropriate microstructure and better response compared to classic NiTi material. Thus, it
appears from the present study that the continuous cast technology offers new possibilities for the
production of NiTi material for usage in dentistry. Ključne besede: nickel–titanium, continuous casting, characterization, biofunctional properties, biocompatibility Objavljeno v DKUM: 24.03.2025; Ogledov: 0; Prenosov: 2
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2. Optimization of billet cooling after continuous casting using genetic programming—industrial studyMiha Kovačič, Aljaž Zupanc, Robert Vertnik, Uroš Župerl, 2024, izvirni znanstveni članek Opis: ŠTORE STEEL Ltd. is one of the three steel plants in Slovenia. Continuous cast 180 mm × 180 mm billets can undergo cooling to room temperature using a turnover cooling bed. They can also be cooled down under hoods or heat treated to reduce residual stresses. Additional operations of heat treatment from 36 h up to 72 h and cooling of the billets for 24 h, with limited capacities (with only two heat treatment furnaces and only six hoods), drastically influence productivity. Accordingly, the casting must be carefully planned (i.e., the main thing is casting in sequences), while the internal quality of the billets (i.e., the occurrence of inner defects) may be compromised. Also, the stock of billets can increase dramatically. As a result, it was necessary to consider the abandoning of cooling under hoods and heat treatment of billets. Based on the collected scrap data after ultrasonic examination of rolled bars, linear regression and genetic programming were used for prediction of the occurrence of inner defects. Based on modeling results, cooling under hoods and heat treatment of billets were abandoned at the casting of several steel grades. Accordingly, the casting sequences increased, and the stock of billets decreased drastically while the internal quality of the rolled bars remained the same. Ključne besede: billet cooling, continuous casting, ultrasonic testing, logistic regression, genetic programming, industrial study, steel making, optimization Objavljeno v DKUM: 25.11.2024; Ogledov: 0; Prenosov: 9
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3. Reduction of surface defects by optimization of casting speed using genetic programming : an industrial case studyMiha Kovačič, Uroš Župerl, Leo Gusel, Miran Brezočnik, 2023, izvirni znanstveni članek Opis: Štore Steel Ltd. produces more than 200 different types of steel with a continuous caster installed in 2016. Several defects, mostly related to thermomechanical behaviour in the mould, originate from the continuous casting process. The same casting speed of 1.6 m/min was used for all steel grades. In May 2023, a project was launched to adjust the casting speed according to the casting temperature. This adjustment included the steel grades with the highest number of surface defects and different carbon content: 16MnCrS5, C22, 30MnVS5, and 46MnVS5. For every 10 °C deviation from the prescribed casting temperature, the speed was changed by 0.02 m/min. During the 2-month period, the ratio of rolled bars with detected surface defects (inspected by an automatic control line) decreased for the mentioned steel grades. The decreases were from 11.27 % to 7.93 %, from 12.73 % to 4.11 %, from 16.28 % to 13.40 %, and from 25.52 % to 16.99 % for 16MnCrS5, C22, 30MnVS5, and 46MnVS5, respectively. Based on the collected chemical composition and casting parameters from these two months, models were obtained using linear regression and genetic programming. These models predict the ratio of rolled bars with detected surface defects and the length of detected surface defects. According to the modelling results, the ratio of rolled bars with detected surface defects and the length of detected surface defects could be minimally reduced by 14 % and 189 %, respectively, using casting speed adjustments. A similar result was achieved from July to November 2023 by adjusting the casting speed for the other 27 types of steel. The same was predicted with the already obtained models. Genetic programming outperformed linear regression. Ključne besede: continuous casting of steel, surface defects, automatic control, machine learning, modelling, optimisation, prediction, linear regression, genetic programming Objavljeno v DKUM: 25.03.2024; Ogledov: 284; Prenosov: 19
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4. Microstructural and phase analysis of CuAlNi shape-memory alloy after continuous castingMirko Gojić, Stjepan Kožuh, Ivan Anžel, Gorazd Lojen, Ivana Ivanić, Borut Kosec, 2013, izvirni znanstveni članek Opis: The results of the characterization of a CuAlNi shape-memory alloy after continuous casting technology are shown. Using this procedure a bar with a diameter of 8 mm was manufactured. After solidification of the alloy the microstructure characterization was carried out using optic microscopy (OM), scanning electron microscopy (SEM), differential scanning calorimetry (DSC) and X-ray diffraction (XRD) methods. Our results showed that the as-cast alloy consisted of the parent β1 and β1’ martensite phases. The martensite phase primary as the needle-like inside grains was observed. Martensite laths have different orientations inside particular grains. It was found that the average grains size is 98.78 µm. The grain diameter near to the external surface is higher than in the center. The average hardness of the alloy was 275 HV1. Ključne besede: shape memory alloys, martensite, continuous casting, grain size Objavljeno v DKUM: 16.03.2017; Ogledov: 1237; Prenosov: 126
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5. Continuous vertical casting of a NiTi alloyAleš Stambolić, Ivan Anžel, Gorazd Lojen, Aleksandra Kocijan, Monika Jenko, Rebeka Rudolf, 2016, izvirni znanstveni članek Opis: In this paper we present research that is connected to the performance of a series of experiments combined with the vacuum-induction melting and continuous vertical casting of a NiTi alloy in order to produce the strand. The theoretical chosen parameters made it possible to obtain a continuously cast strand with a diameter of 11 mm. The strand microstructures were investigated with a light and scanning electron microscope, while the chemical composition of the single phase was identified with the semi-quantitative micro-analysis energy-dispersive X-ray spectroscopy and inductively coupled plasma – optical emission spectrometry. The research showed that the microstructure is dendritic, where in the inter-dendritic region the eutectic is composed of a dark NiTi phase and a bright TiNi3–x phase. In some areas we found Ti carbides and phases rich in Fe. The micro-chemical analysis of the NiTi strand showed that the composition changed over the cross and longitudinal sections, which is proof that the as-cast alloys are inhomogeneous. In the final part, the electrochemical behaviours of NiTi strand samples were compared to a commercially available NiTi cast alloy with the same composition. Ključne besede: NiTi alloy, continuous vertical casting, microstructure, potentiodynamic and impedance test Objavljeno v DKUM: 14.03.2017; Ogledov: 1431; Prenosov: 395
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6. Structure of the continuously cast Ni-based superalloy GMR 235Franc Zupanič, Tonica Bončina, Gorazd Lojen, Boštjan Markoli, Savo Spaić, 2007, izvirni znanstveni članek Opis: In this work we characterized the structure of continuously cast small cross-section rods (O10 mm) of the Ni-based superalloy GMR 235. In the microstructure prevailed dendritic columnar ?-grains with ?'-precipitates. In the interdendritic regions MC-carbide and M3B2-boride were identified. The inverse macrosegregation was very faint, except at the secondary witness marks and natural corrugations. It was found that the alternating drawing mode had much greater influence on microstructure than other casting parameters. Special attention was given to explanation of processes leading to formation of surface marks (primary and secondary witness marks and natural corrugations). Formation of hot tears and appearance of inverse segregation is also discussed. Ključne besede: Ni-based superalloy, solidification, microstructure, continuous casting, surface marks Objavljeno v DKUM: 01.06.2012; Ogledov: 1764; Prenosov: 105
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