MABSMABS
SERVICESCANSHOP

Odprtokodne licence

Ta storitev temelji na naslednjih odprtokodnih projektih. Hvaležni smo njihovim avtorjem in skupnostim.

OrcaSlicer

OrcaSlicer je generator G-code za 3D tiskalnike, ki ga ta storitev uporablja za rezanje naloženih modelov in izračun parametrov tiska.

Gmsh

Gmsh je generator mrež s končnimi elementi, ki se uporablja za pretvorbo STEP/STP CAD datotek v STL mreže za 3D tisk.

Three.js

Three.js je JavaScript 3D knjižnica, ki se uporablja za prikazovanje interaktivnega predogleda modela v vašem brskalniku.

PrusaSlicer

PrusaSlicer is a G-code and SL1 generator for 3D printers, used by this service to slice resin (mSLA) models and extract layer data for quoting.

UVtools

UVtools is a tool for MSLA/DLP resin print file analysis, used by this service to validate sliced SL1 output and extract volume data.

Trimesh

Trimesh is a Python library for loading and processing triangular meshes, used by this service for geometric risk assessment and mesh analysis.

Next.js

Next.js is a React framework for server-rendered web applications, used to build the front-end of this service.

React

React is a JavaScript library for building user interfaces, used as the core UI framework for this service.

Fastify

Fastify is a high-performance Node.js web framework, used to power the mSLA slicing API.

Flask

Flask is a lightweight Python web framework, used to power the FDM slicing and risk assessment APIs.

NumPy

NumPy is a Python library for numerical computing, used for mesh geometry calculations in the slicing and risk assessment engines.

SciPy

SciPy is a Python library for scientific and technical computing, used for spatial analysis in the risk assessment engine.

Caddy

Caddy is a web server with automatic HTTPS, used as the reverse proxy and TLS termination layer for this service.

ClamAV

ClamAV is an open-source antivirus engine, used to scan uploaded files for malware before processing.

Grafana Loki

Grafana Loki is a log aggregation system (with Promtail as the log shipper), used for centralised logging and diagnostics.

Vsa zgornja orodja se kličejo kot samostojni procesi ali knjižnice na strani odjemalca in niso spremenjena. Njihova izvorna koda je na voljo na zgornjih povezavah.

Raziskovalna bibliografija

Naši samodejni algoritmi za oceno tveganja temeljijo na naslednjih recenziranih raziskavah. S hvaležnostjo priznavamo avtorje, katerih delo je temelj naših mehanizmov za geometrijsko analizo.

Ocena tveganja SLS

Ocena odstranljivosti prahu, zaznavanje tankih sten, napovedovanje zvijanja in ocenjevanje zahtevnosti skeniranja za Selective Laser Sintering.

  1. Josupeit, S., Ordia, L., & Schmid, H.-J. (2016). “Modelling of Temperatures and Heat Flow within Laser Sintered Part Cakes.” Additive Manufacturing. doi:10.1016/j.addma.2016.06.002

    Uporabljeno za: warpage risk prediction — position-dependent thermal gradients and height-based cooling risk

  2. Li, J., Yuan, S., Zhu, J., Li, S., & Zhang, W. (2020). “Numerical Model and Experimental Validation for Laser Sinterable Semi-Crystalline Polymer: Shrinkage and Warping.” Polymers, 12, 1373. doi:10.3390/polym12061373

    Uporabljeno za: warpage risk prediction — cross-section analysis for PA12 shrinkage and crystallization-induced strain

  3. Häfele, T., Schneberger, J.-H., Buchholz, S., Vielhaber, M., & Griebsch, J. (2025). “Evaluation of Productivity in Laser Sintering by Measure and Assessment of Geometrical Complexity.” Rapid Prototyping Journal. doi:10.1108/RPJ-07-2024-0289

    Uporabljeno za: scan complexity scoring — SA/V ratio and topological genus as proxy for contour/hatch complexity

  4. Tedia, S., & Williams, C. B. (2016). “Manufacturability Analysis Tool for Additive Manufacturing Using Voxel-Based Geometric Modeling.” Proceedings of the 27th Annual International Solid Freeform Fabrication Symposium, Austin, TX. (no DOI assigned — SFF Symposium proceedings paper)

    Uporabljeno za: depowderability analysis — trapped powder detection via voxel void connectivity

Ocena kompleksnosti mSLA (AMCI)

Additive Manufacturing Complexity Index, prilagojen za masked stereolithography tisk s smolo.

  1. Matoc, D. A., Maheta, N., Kanabar, B. K., & Sata, A. (2025). “Quantifying Manufacturability Complexity Index: A Case Study of VAT Photopolymerization Additive Manufacturing.” 3D Printing and Additive Manufacturing, 12(6), 670–685. doi:10.1089/3dp.2024.0059

    Uporabljeno za: AMCI complexity scoring — geometry, feature, and manufacturability sub-indices (0–100 scale)

Ocena tveganja FDM

Zaznavanje previsov, analiza oprijema na podlago, napovedovanje zvijanja in ocenjevanje krhkosti za Fused Deposition Modeling.

  1. Budinoff, H. D., & McMains, S. (2021). “Will It Print: a Manufacturability Toolbox for 3D Printing.” International Journal on Interactive Design and Manufacturing (IJIDeM), 15, 613–630. doi:10.1007/s12008-021-00786-w

    Uporabljeno za: overhang and warping methodology — face-normal dot product with build direction, cross-section area analysis

  2. Henn, J., Hauptmannl, A., & Gardi, H. A. A. (2025). “Evaluating the Printability of STL Files with ML.” arXiv preprint. doi:10.48550/arXiv.2509.12392

    Uporabljeno za: FDM risk scoring — ML-based printability evaluation of STL geometry (overhangs, thin walls, bridging, warping)

Splošna AM izdelovalnost

Medtehnološki pregledi in meta-analize avtomatizirane analize tisljivosti.

  1. Parry, L. (software). “PySLM (Python Library for SLM/DMLS/SLS Toolpath Generation).” (no DOI assigned — cite as software/repository)

  2. Adam, G. A. O., & Zimmer, D. (2015). “On Design for Additive Manufacturing: Evaluating Geometrical Limitations.” Rapid Prototyping Journal, 21(6), 662–670. doi:10.1108/RPJ-06-2013-0060

    Uporabljeno za: design rule thresholds — minimum wall thickness, hole diameter, and overhang angle limits per technology

Odprtokodne licence | Manifattura Additiva Bresciana