MABSMABS
SERVICESCANSHOP

Avatud lähtekoodiga litsentsid

See teenus tugineb järgmistele avatud lähtekoodiga projektidele. Oleme tänulikud nende autoritele ja kogukondadele.

OrcaSlicer

OrcaSlicer on G-code generaator 3D-printeritele, mida see teenus kasutab üleslaaditud mudelite viilutamiseks ja prindiparameetrite arvutamiseks.

Gmsh

Gmsh on lõplike elementide võrgugeneraator, mida kasutatakse STEP/STP CAD-failide teisendamiseks STL-võrkudeks 3D-printimiseks.

Three.js

Three.js on JavaScript 3D-teek, mida kasutatakse interaktiivse mudeli eelvaate kuvamiseks teie brauseris.

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.

Kõiki ülalnimetatud tööriistu kasutatakse iseseisvate protsessidena või kliendipoolsete teekidena ja neid ei ole muudetud. Nende lähtekood on saadaval ülalolevate linkide kaudu.

Teaduslik bibliograafia

Meie automaatsed riskihinnangu algoritmid põhinevad järgmisel eelretsenseeritud teadustööl. Tunnustame tänuga autoreid, kelle teadustöö on meie geomeetrilise analüüsi mootorite aluseks.

SLS riskihinnang

Pulbri eemaldatavus, õhukese seina tuvastamine, kõverdumise ennustamine ja skaneerimiskeerukuse hindamine Selective Laser Sintering jaoks.

  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

    Kasutatud: 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

    Kasutatud: 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

    Kasutatud: 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)

    Kasutatud: depowderability analysis — trapped powder detection via voxel void connectivity

mSLA keerukushinnang (AMCI)

Additive Manufacturing Complexity Index, kohandatud masked stereolithography vaiguprintimisele.

  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

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

FDM riskihinnang

Üleulatus, printimisaluse haarduvuse analüüs, kõverdumise ennustamine ja haprususe hindamine Fused Deposition Modeling jaoks.

  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

    Kasutatud: 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

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

Üldine AM valmistatavus

Tehnoloogiaülesed uuringud ja metaülevaated automatiseeritud prinditavuse analüüsi kohta.

  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

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

Avatud lähtekoodiga litsentsid | Manifattura Additiva Bresciana