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machine-learning
538

network-optimizer

Network optimization skill for transportation, assignment, and flow problems on graph structures.

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

oee-calculator

Overall Equipment Effectiveness calculation skill with loss categorization and improvement analysis.

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

smed-analyzer

Single Minute Exchange of Die analysis skill for changeover time reduction.

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

cad-modeling

Expert skill for parametric 3D CAD model development with design intent and configuration management

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

cnc-programming

Expert skill for CNC programming and toolpath optimization using CAM software

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

failure-analysis

Systematic failure analysis methodology for mechanical component failures

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

fatigue-analysis

Specialized skill for fatigue life assessment and durability prediction under cyclic loading conditions

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

gdt-drawing

Specialized skill for geometric dimensioning and tolerancing specification per ASME Y14.5 and ISO 1101

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

material-selection

Systematic material selection using Ashby methodology and performance indices

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

material-testing

Skill for planning and specifying mechanical material tests per ASTM standards

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

mechanism-design

Skill for mechanism kinematics, dynamics, and motion analysis

a5c-ai
a5c-ai
data-ai
open
machine-learning
538

piping-stress

Skill for piping system stress analysis per ASME B31

a5c-ai
a5c-ai
data-ai
open
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