JL

Schedule Result

Optimized production flow · last generated 2026-07-26 09:14

Production Window: 7 days
·Production Required:
5,000 × Material A
3,000 × Material B
Total cost:$9,289
Raw Materials

Raw Aluminum

5,000 units in stock

Raw Steel

3,000 units in stock

Tools

Tool A1 — CNC

85.9h · $1,717

Tool D4 — Cutting

15.3h · $491

Tool C3 — Assembly

19.2h · $537

Tool B2 — Welding

36.8h · $883

Operators

on Tool A1

AC

Amelia Chen

23.0h · $506

SD

Sofia Diaz

46.0h · $1,564

on Tool D4

MN

Marcus Nakamura

11.5h · $288

on Tool C3

PK

Priya Khan

19.2h · $537

JL

Jonas Lopez

19.2h · $594

on Tool B2

DD

Diego Diallo

36.8h · $1,362

HC

Hana Cole

36.8h · $810

Output

Material A — Aluminum Bracket

5,000

ETA Day 5

Material B — Steel Gear

3,000

ETA Day 3

Flow legend:Material A — Aluminum BracketMaterial B — Steel Gear

Operators used

7

minimized from 10

Total labor-hours

192.4

across all shifts

Total cost

$9,289

machine + labor

Completion

Day 4 of 7

3 days of slack

Convergence

GA converged in 200 gens · 18% cheaper than baseline

Operator Gantt

7-day schedule · gaps are breaks / cool-off periods

Material AMaterial BBreak / cool-off
Operator
Day 1
Day 2
Day 3
Day 4
Day 5
Day 6
Day 7
ACAmelia Chen
SDSofia Diaz
MNMarcus Nakamura
PKPriya Khan
JLJonas Lopez
DDDiego Diallo
HCHana Cole

Constraint checks

17 of 19 rules satisfied

2 violations
Tool A1 cool-off respected (10m every 2h)OK
!Tool A1 within max run of 8hFAIL
Tool A1 requires certified operatorOK
Tool A1 maintenance window every 24h scheduledOK
Tool A1 tool change staffed with 2 operatorsOK
Tool D4 cool-off respected (25m every 5h)OK
Tool D4 within max run of 11hOK
Tool D4 requires certified operatorOK
Tool C3 cool-off respected (20m every 4h)OK
Tool C3 within max run of 10hOK
Tool B2 cool-off respected (15m every 3h)OK
!Tool B2 within max run of 9hFAIL
Amelia Chen within 4h consecutive limitOK
Sofia Diaz within 5h consecutive limitOK
Marcus Nakamura within 5h consecutive limitOK
Priya Khan within 6h consecutive limitOK
Jonas Lopez within 4h consecutive limitOK
Diego Diallo within 6h consecutive limitOK
Hana Cole within 4h consecutive limitOK