Heat treatment command center
AI Heat Treatment Optimizer
Material-to-recipe engineering workflow with physics, AI prediction and quality feedback.
Active projects
12
Attention 3 need engineering review
Optimized this month
38
On target +22% vs prior month
Average recipe score
93.4
On target Across validated projects
Open risk alerts
3
Attention 1 high · 2 medium
Project portfolio
Most recent heat-treatment engineering cases
| Project | Part / Material | Process | Status | Score |
|---|---|---|---|---|
| HT-2026-041 Drive Shaft | 42CrMo4 | Quench + Temper | Optimizing | 96 |
| HT-2026-040 Gear Hub | 20CrMnTi | Carburize + Quench | Running | 93 |
| HT-2026-039 Mold Core | H13 | Anneal + Temper | Review | 81 |
| HT-2026-038 Bearing Ring | 52100 | Spheroidize + Quench | Verified | 95 |
Current route
HT-2026-041 · Drive Shaft
1
Preheat
Validated650°C · 30 min
2
Austenitize
Optimized845°C · 42 min
3
Quench
Recommended40°C · ≤ 8 s transfer
4
Temper
Optimized560°C · 120 min
5
Final Cool
StandardAir · To ambient
Process window
Reference thermal trajectory
9007005003000
Actual / optimizedConstraint boundary
AI insight
Polymer quench is the best trade-off
Predicted hardness remains inside 48–52 HRC while lowering quench-crack risk versus water.
Quality loop
42
validated batches feeding model calibration
System health
Simulation engineOnline
MCP gatewayOnline
Vision serviceOnline