1. Optimizacija pretoka zraka v sušilni omariVid Ojsteršek, 2025, magistrsko delo Opis: Magistrska naloga obravnava optimizacijo pretoka zraka v sušilni omari s toplotno črpalko. Glavni problem je neenakomerna porazdelitev zračnega toka po zadnji steni in stropu komore, kar negativno vpliva na učinkovitost in enakomernost sušenja perila. Namen raziskave je bil izboljšati tokovne razmere z nadgradnjo dveh ključnih komponent: ventilatorskega ohišja in zadnje stene, v katere so bili integrirani usmerniki zraka.
Raziskava temelji na kombinaciji eksperimentalnih meritev in numeričnih simulacij (CFD). Eksperimentalno je bil pretok merjen s senzorji AccuTrac, numerične simulacije pa so bile izvedene v programu Ansys Fluent z metodo končnih volumnov in modelom turbulence k-ω SST. Rezultati obeh pristopov so pokazali, da integracija usmernikov zagotavlja bolj enakomerno porazdelitev hitrosti zraka skozi odprtine na zadnji steni in stropu. Doseženo je bilo optimalno razmerje pretoka – približno 66 % skozi zadnjo steno in 34 % skozi strop – kar izboljša kroženje zraka v komori ter poveča učinkovitost in kakovost sušenja.
Delo potrjuje, da kombinacija numeričnega in eksperimentalnega pristopa omogoča učinkovito optimizacijo pretoka zraka v sušilnih napravah. Poleg tega naloga ponuja smernice za nadaljnje raziskave, kot so vključitev toplotnih izmenjevalcev v model, analiza vpliva vlage in akustičnih lastnosti ter preizkus alternativnih oblik odprtin. Ključne besede: sušilna omara, optimizacija, toplotna črpalka, RDT simulacija, usmerniki Objavljeno v DKUM: 20.11.2025; Ogledov: 0; Prenosov: 0
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2. Študija prenosa toplote iz police liofilizatorja na vialeJakob Šantl, 2025, diplomsko delo Opis: V diplomskem delu je predstavljena študija prenosa toplote iz police liofilizatorja na viale. Predstavljeno je teoretsko ozadje prenosa toplote ter procesa liofilizacije. S pomočjo numeričnih simulacij smo analizirali prenos toplote na realno ter poenostavljeno geometrijo viale 10R, pri čemer smo z definiranjem toplotnega upora med vialo in polico liofilizatorja poenostavljene geometrije opisali toplotne razmere v realni viali. Rezultate simulacij smo primerjali z eksperimentalno pridobljenimi temperaturnimi poteki ohlajanja destilirane vode v vialah. V diplomskem delu smo ugotovili, da je za validacijo numerične simulacije z eksperimentalnimi rezultati ključno poznavanje masnega toka grelno-hladilnega medija v policah liofilizatorja, ki bistveno vpliva na intenziteto prenosa toplote iz polic liofilizatorja na viale. Ključne besede: prenos toplote, liofilizacija, računalniška dinamika tekočin, viala Objavljeno v DKUM: 02.10.2025; Ogledov: 0; Prenosov: 15
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3. Optimizacija porazdelitve lukenj na distribucijski plošči plinskega gorilnika na vodik : magistrsko deloValentin Planinšič, 2025, magistrsko delo Opis: V magistrskem delu je obravnavana optimizacija porazdelitve lukenj na distribucijski plošči plinskega gorilnika, namenjenega zgorevanju vodika. S pomočjo numeričnih simulacij RDT v programu Ansys Fluent so bili analizirani vplivi geometrije plošče, velikosti lukenj, moči gorilnika ter vrste goriva na enakomernost porazdelitve pretoka skozi odprtine. Rezultati so pokazali, da velikost lukenj in vrsta goriva bistveno vplivata
na indeks uniformnosti in tlačne padce, pri čemer se pri vodiku izkaže, da je
enakomernost porazdelitve toka večja kot pri metanu. Na podlagi rezultatov so podana tudi priporočila za učinkovitejšo zasnovo distribucijskih plošč plinskih gorilnikov. Ključne besede: plinski gorilnik, metan, vodik, distribucijska plošča, indeks uniformnosti, računalniška dinamika tekočin (RDT), numerična simulacija, tlačni padec Objavljeno v DKUM: 01.10.2025; Ogledov: 0; Prenosov: 14
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4. A coupled multilevel vial lyophilization model for the pressure coupling in a freeze dryerBlaž Kamenik, Jure Ravnik, Timi Gomboc, Matej Zadravec, Matjaž Hriberšek, 2025, izvirni znanstveni članek Opis: With computational modeling of lyophilization in vials, the pressure coupling between the sublimation front and the drying chamber has traditionally been calculated using a simplified mass transfer resistance model in the form of a model, which takes into account the headspace and the stopper in a simplified way. In developing a 3D CFD-based digital twin of lyophilization in vials, a need arises for a mass flow rate-dependent vial headspace/stopper model, as it enables a more accurate calculation of the pressure conditions above the shelf as well as pressure conditions directly at the sublimation front, the latter directly affecting the sublimation mass transfer rate as well as the temperature inside the product, which is crucial for determining the risk of product collapse. The local pressure variations at a shelf level affect the heat transfer conditions due to heat conduction in the low pressure environment of the drying chamber. In the present work the development of a coupled multilevel vial lyophilization model for the freeze-drying of vials is reported, with the time-dependent 1D heat and mass transfer model at the vial level coupled with the time-dependent 3D low-pressure CFD model of the flow of the water vapor–air mixture in the drying chamber heated by the shelves. A direct pressure coupling between the sublimation front and the drying chamber space in form of vial type specific headspace/stopper resistance model is implemented. The developed multilevel lyophilization model is used to study the pressure build-up above the shelf and the headspace of the vial and its influence on the product temperature at the bottom of the vial using simulations carried out for different chamber pressures (6 Pa and 22 Pa), shelf temperatures (−20 oC and +10 oC) and vial types (10R and 15R). By implementing previously developed vial headspace/stopper pressure resistance models, the computational results show that the pressure build-up above the shelf and vial headspace significantly affect the product temperature at the bottom of the vial, especially at low chamber pressures ( Pa) and small gap sizes between the rubber stopper and the shelf above it. The increased pressure outside the vial leads also to higher heat transfer by conduction, which is particularly pronounced at the central shelf positions and within smaller shelf gaps. These results underline the importance of using a coupled multilevel model when analyzing the relationship between the local pressure variations above the shelf and their direct influence on product drying conditions, further improving the predictive capabilities of CFD based multilevel lyophilization models, especially with respect to detecting the product collapse temperature. Ključne besede: freeze-drying, conjugate heat and mass transfer, computational fluid dynamics, multi-scale modeling Objavljeno v DKUM: 17.06.2025; Ogledov: 0; Prenosov: 14
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5. Advancing nanofluid numerical modelling: A novel Euler–Lagrange method with experimental validationNejc Vovk, Blaž Kamenik, Elif Begum Elcioglu, Erdem Ozyurt, Ziya Haktan Karadeniz, Alpaslan Turgut, Jure Ravnik, 2025, izvirni znanstveni članek Opis: We present a novel approach to numerical modelling of thermal nanofluids based on the Euler–Lagrange method. This approach overcomes the challenge of extremely fine temporal discretization, which previous Euler–Lagrange nanofluid numerical models struggled to address, while also avoiding the need for too many Lagrangian nanoparticles. A numerical uncertainty assessment method is adapted for the proposed approach. The model is validated with a simple verification case and applied to simulate a closed natural circulation loop heat exchanger operating with heating power ranging from 10 W to 50 W and nanoparticle volume fractions of 0.5% to 2%, using an Al2O3–water nanofluid. Results are compared with experimental temperature measurements and an Euler–Euler implementation of the same nanofluid. The model is also applied to simulate the natural convection inside a vertical enclosure, studied experimentally by other authors. The proposed novel approach demonstrates agreement with both experimental data and the Euler–Euler implementation, effectively capturing the overall behaviour of nanofluids. We establish, that the interplay of multiple transport phenomena, that occur in nanofluid operated devices, can be difficult to completely reproduce numerically within the framework of current modelling assumptions. Ključne besede: Euler–Lagrange nanofluid modelling, numerical uncertainty assessment, natural convection loop simulation, nanoparticle concentration analysis, nanofluid heat transfer Objavljeno v DKUM: 17.06.2025; Ogledov: 0; Prenosov: 7
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6. Solidification of gelatine hydrogels by using a cryoplatform and its validation through CFD approachesYasir Beeran Potta Thara, Miha Jordan, Timi Gomboc, Blaž Kamenik, Boštjan Vihar, Vanja Kokol, Matej Zadravec, 2022, izvirni znanstveni članek Opis: In this work, we developed a numerical approach based on an experimental platform
to determine the working conditions on a cryoplatform and to predict and evaluate the cryogenic
printing of hydrogels. Although hydrogels have good biocompatibility, their material properties
make it difficult to print them with high precision and shape fidelity. To overcome these problems, a
cryogenic cooling platform was introduced to accelerate the physical stabilisation of each deposited
layer during the printing process. By precisely controlling solidification (crystallisation), each printed
material can withstand its own weight to maintain shape fidelity, and the porosity of the scaffolds
can also be controlled more selectively. The thermophysical properties of gelatine hydrogels were
investigated to gain a better understanding of the phase change upon freezing. The corresponding
material properties and experimental observations of gelatine solidification served as the basis for
developing a computational fluid model (CFD) to mimic the solidification of gelatine hydrogels
using a cryoplatform at different process conditions and extruder speeds. The goal was to develop a
tool simple enough to predict acceptable process conditions for printing gelatine hydrogels using
a cryoplatform. Ključne besede: gelatine, hydrogel, cryoprinting, CFD simulation, solidification modelling Objavljeno v DKUM: 20.03.2025; Ogledov: 0; Prenosov: 12
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7. Towards a digital twin of primary drying in lyophilization using coupled 3-D equipment CFD and 1-D vial-scale simulationsMatej Zadravec, Efimia Metsi-Guckel, Blaž Kamenik, Johan Remelgas, Johannes G. Khinast, Nick Roscioli, Matthew Flamm, Harshil Renawala, Jeff Najarian, Atul Karande, Avik Sarkar, 2024, izvirni znanstveni članek Opis: A digital twin of lyophilization units was developed to facilitate the scale-up of the lyophilization process from the laboratory to the commercial scale. Our focus was on ensuring successful technology transfer for manufacture of high-quality drug products. Traditionally, lyophilization models have been specific either to the equipment or to the vial. In this study, we integrated the equipment and the vial models in a way that they mutually influenced each other via boundary conditions (two-way coupling). We conducted two sets of calculations. Firstly, we performed steady-state simulations using Computational Fluid Dynamics (CFD) to simulate an ice slab test, which helped determine the equipment capability curve. Secondly, we carried out transient, coupled simulations using a coupled 3-D CFD and 1-D vial scale simulation model to mimic the primary drying phase in a lyophilizer. Using the coupled 3-D CFD and 1-D vial scale model, we were able to determine the product temperature, the sublimation rate and the cycle time based on the temporal and spatial conditions in the lyophilizer. The coupled approach was then applied to capture the effects of process disturbances and failure conditions in the lyophilizer, which enables a more robust process design. Ključne besede: lyophilization, freeze-drying, sublimation Objavljeno v DKUM: 13.03.2025; Ogledov: 0; Prenosov: 18
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8. Euler–Euler numerical model for transport phenomena modeling in a natural circulation loop operated by nanofluidsBlaž Kamenik, Nejc Vovk, Elif Begum Elcioglu, Firat Sezgin, Erdem Ozyurt, Ziya Haktan Karadeniz, Alpaslan Turgut, Jure Ravnik, 2025, izvirni znanstveni članek Opis: This paper explores a computational approach to model multiphase heat transfer and fuid fow in a natural circulation loop utilizing nanofuids. We propose and implement an Euler–Euler framework in a CFD environment, incorporating an innovative boundary condition to preserve mass conservation during thermophoretic particle fux. The model’s accuracy is verifed through a one-dimensional example, by comparing results against both an Euler–Lagrange model and an in-house fnite volume solution. Experimental validation is conducted with aluminum oxide nanofuids at varying nanoparticle concentrations. We prepared the nanofuids and measured their thermophysical properties up to 60◦C. We assess the thermal performance of the nanofuid in natural circulation loop at diferent heating powers via experiment and numerical simulations. The fndings reveal that the heat transfer enhancement ofered by the nanofuid is modest, with minimal diferences observed between the proposed Euler–Euler approach and a simpler single-phase model. The results underscore that while the Euler–Euler model ofers detailed particle–fuid interactions, its practical thermal advantage is limited in this context. Ključne besede: CFD · Euler–Euler, multiphase fow, nanofluid, natural circulation loop, thermophoresis Objavljeno v DKUM: 12.03.2025; Ogledov: 0; Prenosov: 6
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9. Prenos toplote v polici liofilizatorja : diplomsko deloAlen Bihar Bobinski, 2024, diplomsko delo Opis: V diplomskem delu je predstavljena analiza temperaturne porazdelitve po polici laboratorijskega kontaktnega liofilizatorja. Predstavljeno je teoretsko ozadje procesa liofilizacije. Z osmimi termočleni smo izmerili temperaturo po polici liofilizatorja pri dveh različnih postavitvah in pri treh različnih nastavljenih temperaturah police liofilizatorja. S pomočjo numeričnih simulacij smo v poenostavljenem in zanesljivem modelu sestava komore in polic liofilizatorja dobili rezultate temperature izmerjene na istoležnih točkah, kakor pri eksperimentu. Sledila je obdelava podatkov in primerjava v ujemanju dobljenih rezultatov. V diplomskem delu smo ugotovili, da v določenih primerih prihaja do neuniformnosti porazdelitve temperature po polici liofilizatorja, kar lahko pomembno vpliva na učinkovitost procesa liofilizacije. Ključne besede: termočleni, računalniška dinamika tekočin, liofilizacija, prenos toplote Objavljeno v DKUM: 06.03.2025; Ogledov: 0; Prenosov: 75
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10. Sklopljeni numerični model prenosa gibalne količine, energije in snovi med procesom depozicije ledu v kondenzatorju liofilizatorja : magistrsko deloKlemen Meh, 2025, magistrsko delo Opis: Magistrska naloga obravnava numerično modeliranje prenosa gibalne količine, energije in snovi med procesom depozicije ledu v kondenzatorju liofilizatorja. Osredotočili smo se na modeliranje robnega pogoja temperature na hladni steni kondenzatorja. Dosedanji numerični modeli so temeljili na konstantnem robnem pogoju temperaturnega profila na hladni steni kondenzatorja. V tem magistrskem delu pa smo izpeljali enačbe za izračun temperaturnega profila na hladni steni kondenzatorja in jih preizkusili na poenostavljenem modelu. Numerično smo simulirali stacionarne razmere s predpisanim robnim pogojem temperature na realnem modelu. Nato smo simulirali proces depozicije ledu v trajanju ene ure s pomočjo uporabniško definiranih funkcij pri dveh obratovalnih režimih. Ugotovili smo, da je učinkovitost kondenzatorja nekoliko nižja v primerjavi z dosedanjimi rezultati drugih raziskovalcev, dobljenih z upoštevanjem konstantnega robnega pogoja temperaturnega profila na hladni steni kondenzatorja. Razlika rezultatov med dvema različnima pristopoma pa ni izrazita. Naši rezultati so tudi skladni z ugotovitvami drugih avtorjev, ki so prav tako opazili, da je temperatura najvišja na mestu, kjer se začne hladilna tuljava, prav tako pa sta tam najintenzivnejša ponor vodne pare in depozicija ledu. Ključne besede: prenosni pojavi, numerične simulacije, liofilizacija, kondenzator vodne pare, ANSYS Fluent, uporabniško definirane funkcije. Objavljeno v DKUM: 05.02.2025; Ogledov: 0; Prenosov: 41
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