MABSMABS
SERVICESCANSHOP

Atvirojo kodo licencijos

Ši paslauga remiasi šiais atvirojo kodo projektais. Esame dėkingi jų autoriams ir bendruomenėms.

OrcaSlicer

OrcaSlicer yra G-code generatorius 3D spausdintuvams, naudojamas šioje paslaugoje įkeltiems modeliams pjaustyti ir spausdinimo parametrams apskaičiuoti.

Gmsh

Gmsh yra baigtinių elementų tinklelio generatorius, naudojamas STEP/STP CAD failams konvertuoti į STL tinklelius 3D spausdinimui.

Three.js

Three.js yra JavaScript 3D biblioteka, naudojama interaktyviai modelio peržiūrai Jūsų naršyklėje atvaizduoti.

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.

Visi aukščiau nurodyti įrankiai iškviečiami kaip atskiri procesai arba kliento pusės bibliotekos ir nėra modifikuoti. Jų atitinkamas šaltinio kodas prieinamas aukščiau pateiktomis nuorodomis.

Mokslinė bibliografija

Mūsų automatizuoti rizikos vertinimo algoritmai remiasi šiais recenzuotais moksliniais tyrimais. Su dėkingumu pripažįstame autorius, kurių darbai yra mūsų geometrinės analizės variklių pagrindas.

SLS rizikos vertinimas

Miltelių pašalinimo, plonų sienelių aptikimas, deformacijos prognozavimas ir skenavimo sudėtingumo vertinimas Selective Laser Sintering technologijai.

  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

    Naudojama: 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

    Naudojama: 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

    Naudojama: 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)

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

mSLA sudėtingumo vertinimas (AMCI)

Additive Manufacturing Complexity Index, pritaikytas kaukėtinės stereolitografijos derviniam spausdinimui.

  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

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

FDM rizikos vertinimas

Atstumų aptikimas, adhezijos prie platformos analizė, deformacijos prognozavimas ir trapumo vertinimas Fused Deposition Modeling technologijai.

  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

    Naudojama: 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

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

Bendrasis AM gamybingumas

Tarptechnologinės apžvalgos ir meta-apžvalgos apie automatizuotą spausdinamumo analizę.

  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

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

Atvirojo kodo licencijos | Manifattura Additiva Bresciana