Scene 5 / 10 · HERO 10:00 WITA — Sabtu, 25 April 2026 · Ir. Sudarto (Mine Planner) terima work order dari CFO: "siapkan blend TNB 75.000 ton, deadline 28/4 06:00, penalti USD 150K jika CV slip". Foxel Blend Optimizer dalam 4 detik menghasilkan 3 recipe alternatif. Ir. Sudarto pilih & lock — eksekusi langsung ke dozer tablet. 10:00 WITA — Saturday, 25 April 2026 · Mr. Sudarto (Mine Planner) receives the work order from the CFO: "Prepare TNB blend 75,000 t, deadline 28/4 06:00, USD 150K penalty if CV slips". In 4 seconds the Foxel Blend Optimizer produces 3 alternative recipes. Mr. Sudarto picks & locks one — execution flows straight to the dozer tablet.
Blend Optimizer — Rekomendasi Recipe AI Blend Optimizer — AI Recipe Recommendation
Model: MILP optimizer · 142 constraint · 18 lot input · <4 detik compute Model: MILP optimizer · 142 constraints · 18 lot inputs · <4 s compute time
Ir. Sudarto
Mine Planner + Blend Planner Mine Planner + Blend Planner
SD

Blend TNB Genco · 75.000 ton · deadline 28/4 06:00 TNB Genco blend · 75,000 t · deadline 28/4 06:00

Foxel scan 18 lot eligible di ROM-North, ROM-South, Product-A. Hitung 142 constraint (spek kontrak, kapasitas dozer, rain risk, aging). Output: 3 alternatif recipe. Recipe A ditandai "direkomendasi" — proyeksi CV 5.085 GAR (margin 85 vs min), margin USD 2,3 M, zero penalty risk. Foxel scanned 18 eligible lots across ROM-North, ROM-South, Product-A. Computed 142 constraints (contract spec, dozer capacity, rain risk, aging). Output: 3 alternative recipes. Recipe A marked "recommended" — projected CV 5,085 GAR (85-point headroom), margin USD 2.3 M, zero penalty risk.

Risiko PenaltiPenalty Risk
ZERO
CV headroom +85 · buffer aman CV headroom +85 · safe buffer

Target Kontrak — PO-2026-042 TNB Genco Contract Target — PO-2026-042 TNB Genco

Shipment #8 dari 8 · barge MV Samudra Jaya VI · Samarinda → Penang Shipment #8 of 8 · barge MV Samudra Jaya VI · Samarinda → Penang
PO-2026-042 Penalti USD 2/t · CV slip Penalty USD 2/t · CV slip
Tonnage
75.000
tontonnes
CV GAR
≥ 5.000
kcal/kg · min
TM
≤ 18,0
% ar · max
Ash
≤ 6,5
% adb · max
Sulphur
≤ 0,50
% adb · max
Size
-50 mm
≥ 90%≥ 90%

Lot Eligible (18) Eligible Lots (18)

142.300 t
High-CV (>5.100 GAR)High-CV (>5,100 GAR)
L-042
PN-B3-02 · 23/4 · 5.230
502 t
L-038
PN-B3-01 · 19/4 · 5.120
498 t
L-035
PN-B3-01 · 16/4 · 5.080
503 t
Mid-CV (4.850-5.100)Mid-CV (4,850-5,100)
L-031
PN-B2-04 · 12/4 · 4.980
501 t
L-028
PS-B1-02 · 9/4 · 4.920
500 t
Pile ROM-South
28.600 t · weighted 5.140
28,6k t
Pile Product-A
48.200 t · weighted 5.085
48,2k t
Low-CV (<4.850 · untuk dilution)Low-CV (<4,850 · for dilution)
Pile ROM-North
42.800 t · weighted 4.820
42,8k t
Pile Product-B
22.700 t · weighted 4.780
22,7k t
+ 9 lot lainnya di Product-B + 9 more lots in Product-B

Recipe A — Rekomendasi AI Recipe A — AI Recommendation

DIPILIHSELECTED
Komposisi 75.000 t — 3 sumber 75,000 t composition — 3 sources
40%
35%
25%
Pile Product-A
High-CV 5.085 · TM 15,2% · dari 5 lot FIFO High-CV 5,085 · TM 15.2% · from 5 FIFO layers
30.000 t 40%
Pile ROM-South
Mid-CV 5.140 · TM 16,8% · crush & blend Mid-CV 5,140 · TM 16.8% · crush & blend
26.250 t 35%
Pile ROM-North
Low-CV 4.820 · bypass sektor NE-2 hotspot Low-CV 4,820 · bypass NE-2 hotspot sector
18.750 t 25%
Total blendTotal blend 75.000 t
Weighted CV (projected GAR) Weighted CV (projected GAR) 5.085 kcal/kg
Durasi eksekusi estimasi: Estimated execution time: 48 jam (28/4 06:00 - 29/4 06:00) · 2 dozer + 1 loader + WB-02 48 hours (28/4 06:00 - 29/4 06:00) · 2 dozers + 1 loader + WB-02

Proyeksi Output & Margin Projected Output & Margin

ALL GREENALL GREEN
CV (GAR) target ≥ 5.000 kcal/kg
5.085 ✓ headroom +85
TM (% ar) target ≤ 18,0%
15,6% ✓ buffer -2,4pp
Ash (% adb) target ≤ 6,5%
5,6% ✓ buffer -0,9pp
Sulphur (% adb) target ≤ 0,50%
0,41% ✓ buffer -0,09pp
Size (-50 mm) target ≥ 90%
93% ✓ buffer +3pp
Margin proyeksi shipment Projected shipment margin
USD 2,34 M
Revenue USD 6,18 M · cost COGS USD 3,84 M · margin 37,9% Revenue USD 6.18 M · COGS USD 3.84 M · 37.9% margin
✓ vs. Recipe B margin -USD 180K · vs. Recipe C margin -USD 340K vs. Recipe B margin -USD 180K · vs. Recipe C margin -USD 340K
3 Recipe Alternatif Dihitung AI 3 AI-Computed Alternative Recipes

Recipe A · Premium-Mid-Low

40% Product-A + 35% ROM-South + 25% ROM-North. Balanced, safe buffer, tidak sentuh hotspot. 40% Product-A + 35% ROM-South + 25% ROM-North. Balanced, safe buffer, avoids hotspot.
CV (GAR)5.085
TM15,6%
Durasi exe48 jam
RisikoRisk LOW
Margin USD 2,34 M

Recipe B · Max-Margin

55% Product-A + 45% ROM-South. Kualitas tinggi, tapi deplete Premium pile untuk buyer berikut. 55% Product-A + 45% ROM-South. Highest quality, but depletes Premium pile for the next buyer.
CV (GAR)5.110
TM15,8%
Durasi exe42 jam
RisikoRisk MED · inv depletion
Margin USD 2,16 M

Recipe C · Aging-First

30% Product-A + 25% ROM-South + 45% ROM-North (reclaim NE-2). Menghabisi pile tua, tapi perlu managed blending. 30% Product-A + 25% ROM-South + 45% ROM-North (reclaim NE-2). Consumes oldest pile but needs managed blending.
CV (GAR)5.015
TM17,2%
Durasi exe56 jam
RisikoRisk HIGH · CV buffer 15
Margin USD 2,00 M
Recipe A dipilih — kunci & eksekusi? Recipe A selected — lock & execute?
Lock akan generate work order ke Pak Sugeng (D-02) + notifikasi Pak Iwan + update jadwal dozer 28/4 06:00. Locking will generate a work order to Mr. Sugeng (D-02), notify Mr. Iwan, and schedule the dozer for 28/4 06:00.
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