MABSMABS
SERVICESCANSHOP

Open-source licenties

Deze dienst maakt gebruik van de volgende open-sourceprojecten. Wij zijn de auteurs en hun gemeenschappen dankbaar.

OrcaSlicer

OrcaSlicer is een G-code-generator voor 3D-printers, die door deze dienst wordt gebruikt om geüploade modellen te slicen en printparameters te berekenen.

Gmsh

Gmsh is een eindige-elementenmeshgenerator die wordt gebruikt om STEP/STP CAD-bestanden om te zetten naar STL-meshes voor 3D printen.

Three.js

Three.js is een JavaScript 3D-bibliotheek die wordt gebruikt om de interactieve modelpreview in uw browser weer te geven.

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.

Alle bovenstaande tools worden als zelfstandige processen of clientzijde bibliotheken aangeroepen en zijn niet gewijzigd. De bijbehorende broncode is beschikbaar via de bovenstaande links.

Onderzoeksbibliografie

Onze geautomatiseerde risicoanalyse-algoritmen zijn gebaseerd op het volgende peer-reviewed onderzoek. Wij erkennen met dankbaarheid de auteurs wier werk ten grondslag ligt aan onze geometrische analyse-engines.

SLS-risicoanalyse

Ontpoederbaarheid, dunne-wanddetectie, vervormingsvoorspelling en scancomplexiteitsscore voor 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

    Gebruikt voor: 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

    Gebruikt voor: 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

    Gebruikt voor: 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)

    Gebruikt voor: depowderability analysis — trapped powder detection via voxel void connectivity

mSLA-complexiteitsanalyse (AMCI)

Additive Manufacturing Complexity Index aangepast voor masked stereolithography harsprinten.

  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

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

FDM-risicoanalyse

Overhangdetectie, hechtvlakanalyse, kromtrekkingsvoorspelling en fragiliteitsscore voor 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

    Gebruikt voor: 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

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

Algemene AM-maakbaarheid

Technologieoverstijgende overzichten en meta-reviews over geautomatiseerde printbaarheidsanalyse.

  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

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

Open-source licenties | Manifattura Additiva Bresciana