Generative AI Agent Application for Manufacturing

Resource of GenAI agent development in additive manufacturing contexts.

GenAI Agent Systems in Manufacturing

Agent-Based Systems Resources

This pages focus on some resouces that is used for developing GenAI agent. All resources is divided into 4 catagories: Design, pre-process, in-situ monitoing and post-processing.

Design is an improtant part in AM. if the design, material selection, path planning is wrong, the product will be wrong

Material selcetion

Material selcetion is crucial part for AM. In the below we provide 8 material that are used in MAM based on differnt criterion

Table 1: Material Properties
S. No Material D (g/cm³) MP (°C) SP.H (J/(kgK)) TYS (MPa) MoE (GPa) TC (W/(mK)) Cost /Kg BH ER (lx-m)
1 H13 7.8 1427 460 1380 215 28.6 190 207 0.52
2 316L 8 1400 500 170 193 16.3 380 217 0.74
3 Ti6Al4V 4.42 1649 560 910 114 7.2 1990 334 1.78
4 AlSi12Cu2Fe 2.67 585 963 140 74.5 180 650 100 0.075
5 AlSi10Mg 2.58 600 900 190 70 150 280 75 0.05943
6 Inconel 718 8.192 1426 435 550 204.9 11.4 3000 363 1.182
7 Hastelloy X 8.22 1316 784 385 205 9.1 4000 230 1.18
8 CuSn10 8.8 999 380 180 130 50 600 70 0.16

Here, Density(D), Melting point (MP), Specific heat (SP.H), Tensile strength (Yield) (TYS), Modulus of Elasticity (MoE), Thermal Conductivity (TC), Cost per Kg (Cost), Brinell hardness (BH) and Electrical resistivity (ER).

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