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Niko Vujic
2025-08-19 11:33:58 +02:00
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radno/ispitivanje_cvrstoce_fdm_3d_printanog_uzorka.aux
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radno/ispitivanje_cvrstoce_fdm_3d_printanog_uzorka.bbl
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114
radno/ispitivanje_cvrstoce_fdm_3d_printanog_uzorka.bbl-SAVE-ERROR
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\verb https://www.cnckitchen.com/blog/the-effect-of-extrusion-width-on-strength-and-quality-of-3d-prints \verb https://www.cnckitchen.com/blog/the-effect-of-extrusion-width-on-strength-and-quality-of-3d-prints
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radno/ispitivanje_cvrstoce_fdm_3d_printanog_uzorka.bcf
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@@ -2390,3 +2390,11 @@
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radno/ispitivanje_cvrstoce_fdm_3d_printanog_uzorka.blg
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[44] biber:342> INFO - === Sun Aug 17, 2025, 16:06:13 [39] biber:342> INFO - === Tue Aug 19, 2025, 11:33:15
[52] Biber.pm:420> INFO - Reading 'ispitivanje_cvrstoce_fdm_3d_printanog_uzorka.bcf' [47] Biber.pm:420> INFO - Reading 'ispitivanje_cvrstoce_fdm_3d_printanog_uzorka.bcf'
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\OT1/phv/m/n/12 Tijekom talo[]zenja slo-jeva, novi sloj ras-top-lje-nog fi-la-m \OT1/phv/m/n/12 Tijekom talo[]zenja slo-jeva, novi sloj ras-top-lje-nog fi-la-m
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\OT1/phv/m/n/12 ssed: 2025-08-16. 2023. \OT1/phv/m/sc/12 url\OT1/phv/m/n/12 : $ \OT1/phv/m/n/12 ssed: 2025-08-16. 2023. \OT1/phv/m/sc/12 url\OT1/phv/m/n/12 : $
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@@ -136,7 +136,7 @@ Parametre ispisa početno možemo podjeliti u tri glavne skupine.
\subitem Broj slojeva stijenke \subitem Broj slojeva stijenke
\end{enumerate} \end{enumerate}
\subsection{Opis relevantnih parametara ispisa}\label{subsec:odabir_parametara_za_testiranje} \subsection{Opis relevantnih parametara ispisa}\label{subsec:opis_relevantnih_parametara_ispisa}
Iako svaka skupina prethodno navedenih parametara utječe na čvstoću objekta, prve dvije skupine ovise samo o stroju i materijalu, te su samim time konstantne za svaku Iako svaka skupina prethodno navedenih parametara utječe na čvstoću objekta, prve dvije skupine ovise samo o stroju i materijalu, te su samim time konstantne za svaku
kombinaciju stroja i materijala. Korelaciju ćemo u ovome radu tražiti samo između parametara treće skupine, jer su parametri oblika oni koji za različite strojne kombinaciju stroja i materijala. Korelaciju ćemo u ovome radu tražiti samo između parametara treće skupine, jer su parametri oblika oni koji za različite strojne
@@ -158,7 +158,8 @@ Varijacija presjeka u odnosu na različite visine slojeva prikazana je na slici
\begin{figure}[h] \begin{figure}[h]
\centering \centering
\includegraphics[width=0.8\textwidth]{media/imgs/parameters_description/visina_sloja.jpg} \includegraphics[width=0.8\textwidth]{media/imgs/parameters_description/visina_sloja.jpg}
\caption{Transformacija poprečnog presjeka pojedinog sloja s povećanjem debljine sloja. Idealizirani oblik sloja prikazan je preko SEM slika (preuzeto iz \cite{kuznetsov2018strengthPLA}).} \caption{Transformacija poprečnog presjeka pojedinog sloja s povećanjem debljine sloja. Idealizirani oblik sloja prikazan je preko
SEM slika (preuzeto iz \cite{kuznetsov2018strengthPLA}).}
\label{fig:visina_sloja} \label{fig:visina_sloja}
\end{figure} \end{figure}
@@ -519,6 +520,90 @@ U ovom radu koristit će se Taguchijeva metoda kako bi se utvrdio utjecaj 5 fakt
\section{Planiranje eksperimenta}\label{sec:planiranje_eksperimenta} \section{Planiranje eksperimenta}\label{sec:planiranje_eksperimenta}
U ovom poglavlju definirani su ispitivani parametri, pripadajuće razine, korištena Taguchijeva matrica, dimenzije i konfiguracija uzoraka te korišteni materijali i
ispitna oprema. Eksperiment je osmišljen tako da omogući statističku obradu rezultata uz minimalan broj potrebnih ispitivanja, koristeći prednosti Taguchijevog
dizajna eksperimenata.
\subsection{Odabir ispitivanih parametara ispisa}\label{subsec:odabir_ispitivanih_parametara_ispisa}
Među parametrima opisanima u poglavlju \ref{subsec:osnovni_parametri_ispisa} (kako je već ranije navedeno) biti će ispitivani isključivo parametri povezani s
geometrijom objekta, jer isti najviše utječu na čvrstoću strojnog dijela za isti materijal, te za parametre materijala preporučene od proizvođača. Među istim tim
parametrima navedenim u poglavlju \ref{subsec:opis_relevantnih_parametara_ispisa} potrebno je odabrati one čija promjena dovodi do največih varijacija u čvrstoći
gotovih modela. \\
Prođemo li redom kroz iste možemo primjetiti kako: \\
\begin{enumerate}
\item \textbf{Visina sloja}, prema \cite{kuznetsov2018strengthPLA} zbog varijacije u adheziji između slojeva itekako utječe na čvrstoću ispitnog uzorka, pogotovo u
u smijeru anizotropije.
\item \textbf{Širina ekstruzije}, prema \cite{butt2022linewidth} i \cite{hermann2019extrusionwidth} zbog varijacije u adheziji između slojeva utječe na čvrstoću
ispitnog uzorka, također pogotovo u smijeru anizotropije.
\item \textbf{Postotak ispune}, prema \cite{aboelella2025layer}, zbog same promjene u površini poprečnog presjeka modela dolazi do promjene čvrstoće ispitnog
uzorka.
\item \textbf{Debljina gornjih i donjih slojeva} ne utječe na čvrstoću ispitnog uzorka jer se niti jedan od tih slojeva neće nalaziti u kritičnom presjeku.
\item \textbf{Vrsta ispune} \\
Iako vrsta ispune uvelike uteče na čvrstoću ispitnog uzorka, broj uzoraka za ispitivanje svih vrsta ispuna bio bi velik, te ga nije moguće istražiti u ovome
radu. Potrebno je odabrati jednu vrstu ispune koja će biti konstantna kroz promjenu svih ostalih parametara. Postoji sada opcija opredijeliti se na 2D ili 3D
ispunu prema tablicama \ref{tab:2d_ispune} i \ref{tab:3d_ispune}. 3D ispune predstavljaju problem pri kasnijoj analizi podataka iz razloga što im (po samoj
prirodi promjene geometrije kroz Z-os) površina poprečnog presjeka **nije konstantna**. Zbog kasnije analize podataka, to znači da je vrlo teško retroaktivno
odrediti geometriju sloja u kojemu se dogodio lom, te je iz tog razloga potrebno odabrati vrstu ispune s konstantnom površinom i geometrijom poprečnog presjeka,
dakle 2D vrstu ispune. Zbog dobre raspodjele materijala po cijelom poprečnom presjeku i mogućnosti brze izrade odabran je **mrežasti (grid) tip ispune**
\item \textbf{Orijentacija modela na radnoj površini}, prema \cite{article_881254} zbog promjena smijeru anizotropije, orijentacija izrade uvelike utječe na
čvrstoću ispitnog uzorka.
\item \textbf{Broj slojeva stijenke} bi zbog same promjene površine poprečnog presjeka i momenata tromosti presjeka trebao utjecati na čvrstoću dijela, će također
biti promatran u ovome istraživanju.
\end{enumerate}
\subsection{Odabir konfiguracije ispitivanih parametara ispisa}\label{subsec:odabir_konfiguracije_ispitivanih_parametara_ispisa}
Kako bi dobili zadovoljavajuću varijaciju u čvrstoćama ispitnih uzoraka potrebnu za pronalaženje korelacije utjecaja parametara ispisa na čvrstoću, potrebno je
pomno odabrati konfiguracije svakog od tih parametara.
\subsubsection{Odabir konfiguracije visine sloja}\label{subsubsec:odabir_konfiguracije_visine_sloja}
Prema članku \cite{hermann2019layerheight}, nadovezanom na istraživanje \cite{kuznetsov2018strengthPLA} odabrane su visine slojeva od 0.05mm do 0.4mm.
U istraživanju \cite{kuznetsov2018strengthPLA} utjecaj visine sloja na čvrstoću ispitnog uzorka ispitivan je sa dvije mlaznice (0.6mm i 0.4mm) te je varijacija
u visinama sloja bila između 15 \% promjera mlaznice te 100 \% promjera mlaznice.\\
Zbog ograničenja u broju mlaznica, ovo istraživanje će obuhvatiti samo mlaznice promjera 0.4mm (najčešći promjer korišten u stolnim strojevima), te kako bi se dobila
kvalitetna raspodjela podataka, biti će odabrane tri visine sloja prema tablici \ref{tab:konfiguracije_visine_sloja}.\\
\begin{table}[H]
\centering
\caption{Konfiguracije visine sloja}
\label{tab:konfiguracije_visine_sloja}
\begin{tabular}{|c|c|c|}
\hline
\textbf{Visina sloja} & \textbf{Postotak promjera mlaznice} & \textbf{Promjer mlaznice} \\
\hline
0.08mm & 20\% & 0.4mm \\
\hline
0.22mm & 55\% & 0.4mm \\
\hline
0.36mm & 90\% & 0.4mm \\
\hline
\end{tabular}
\end{table}
\subsubsection{Odabir konfiguracije širine ekstruzije}\label{subsubsec:odabir_konfiguracije_sirine_ekstruzije}
Prema članku \cite{hermann2019extrusionwidth}, ispitano je 8 širina ekstruzije u rasponu od 90\% promjera mlaznice do 250\% promjera mlaznice.
U ovome ispitivanju biti će odabrane tri širine ekstruzije, počevši od blagog dodirivanja slojeva (100\% promjera mlaznice) do velikog preklopa (200\% promjera
mlaznice. Konfiguracije parametara biti će ispitivane prema tablici \ref{tab:konfiguracija_širine_ekstruzije}\\
\begin{table}[H]
\centering
\caption{Konfiguracija širine ekstruzije}
\label{tab:konfiguracija_širine_ekstruzije}
\begin{tabular}{|c|c|c|}
\hline
\textbf{Širina ekstruzije} & \textbf{Postotak promjera mlaznice} & \textbf{Promjer mlaznice}\\
\hline
0.4mm & 100\% & 0.4mm \\
\hline
0.6mm & 150\% & 0.4mm \\
\hline
0.8mm & 200\% & 0.4mm \\
\hline
\end{tabular}
\end{table}
%--------------------------------------------------------------------- %---------------------------------------------------------------------
%----------------------LITERATURA------------------------------------- %----------------------LITERATURA-------------------------------------
%--------------------------------------------------------------------- %---------------------------------------------------------------------

43
radno/literatura.bib
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@@ -146,4 +146,47 @@
year={1996} year={1996}
} }
@online{hermann2019layerheight,
author = {Hermann, Stefan},
title = {The influence of layer height on the strength of FDM 3D prints},
year = {2019},
url = {https://www.cnckitchen.com/blog/the-influence-of-layer-height-on-the-strength-of-fdm-3d-prints},
note = {Accessed: 19 August 2025}
}
@article{butt2022linewidth,
author = {Butt, Jawad and Bhaskar, Suresh and Mahmoodkhani, Yahya and Patel, Nilesh and Singh, Jagmeet},
title = {Investigating the Influence of Material Extrusion Rates and Line Widths on FFF-Printed Graphene-Enhanced PLA},
journal = {Journal of Manufacturing and Materials Processing},
volume = {6},
number = {3},
pages = {57},
year = {2022},
doi = {10.3390/jmmp6030057},
url = {https://www.mdpi.com/2504-4494/6/3/57},
note = {Accessed: 16. kolovoza 2025.}
}
@article{aboelella2025layer,
author = {Aboelella, Menna G. and Ebeid, Samy J. and Sayed, Moustafa M.},
title = {Layer combination of similar infill patterns on the tensile and compression behavior of 3D printed PLA},
journal = {Scientific Reports},
volume = {15},
pages = {11759},
year = {2025},
doi = {10.1038/s41598-025-94446-8},
url = {https://www.nature.com/articles/s41598-025-94446-8},
note = {Accessed: 19 August 2025}
}
@article{article_881254,
title={Effect of Build Orientation on Mechanical Behaviour and Build Time of FDM 3D-Printed PLA Parts: An Experimental Investigation},
journal={European Mechanical Science},
volume={5},
pages={116–120},
year={2021},
DOI={10.26701/ems.881254},
author={Eryıldız, Meltem},
number={3},
publisher={Ahmet ÇALIK}
}

2
software/GRID.ipynb
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@@ -2,7 +2,7 @@
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