The Dust Cloud Challenge · Capstone deliverable

Arizona MegaFab
Parametric Simulator

An executable model derived from the twelve CLD nodes and the state machine's guard conditions. Each constraint block computes one CLD node. Each feedback loop is live: adjust the six inputs to see how R1, R2, B1, B2, B3, and B4 propagate. Or engage Story Mode to watch the system evolve through narrated scenarios.

Model · MBSE v2.0 Analog · TSMC Fab 21 Loops · R1 R2 B1 B2 B3 B4 GRI · 303 · 302 · 413 · 201 · 207
A narrated walk-through that automates the sliders and explains what each CLD loop is doing at each step.
Track Beat 0 of 0
Select a track above to begin.
Speed
Fab Output
Aquifer Depletion
index
Social License
Investor Confidence
§ 01 Tunable inputs
Scenario presets → SMD state
Water recycle rateFAB 65%

B1 Technology Pivot lever — Closed-Loop Water Tech deployment level; reduces Aquifer Depletion and rebuilds Social License to Operate

Renewable energy shareUTIL 25%

B4 Renewable Energy Buffer — dampens Energy Cost & Grid Stress; also signals sustainability commitment to Social License

EJ engagement scoreCOMM 40

R2 Social License Erosion mitigation — community trust posture that moderates Agricultural Community Impact and restores Social License

Wafer starts per monthFAB 50,000

Production volume — drives EUV Lithography Water Demand (R1) and Energy Cost & Grid Stress (B3)

Aquifer recharge rateGEO 8 MGD

Exogenous — natural replenishment rate; limits Aquifer Depletion accumulation independent of fab operations

Grid reserve marginUTIL 15%

Grid spare capacity above peak — base input to Energy Cost & Grid Stress (B3); B4 renewable adoption reduces the effective stress

§ 02 System state · CLD derivation
Current fab state Stable
Fab Operational Output 100%
Move a slider to see which CLD feedback loop drives the state transition.
ENV · GRI 303 · 302 Environmental nodes
EUV Water Demand R1 · B3
EUV Lithography Water Demand
withdrawal = wspm × 0.0003 × (1 − recycle)
Gross UPW demand
Net withdrawal (B1)
Aquifer Depletion R1 · R2
Aquifer Depletion
deficit = withdrawal − recharge; index = deficit/350 × 30
Daily deficit
Depletion index
Guard T1 ≥ 0.4
Energy Cost & Grid Stress B3 · B4
Energy Cost & Grid Stress
adjusted = raw_stress − 0.5 × renewable (B4)
Fab load
Raw grid stress
B4-adjusted stress
Guard T2 ≥ 0.4
Renewable Energy Adoption B4
Renewable Energy Adoption
B4 loop: adoption ↑ → Energy Cost ↓ (−0.5 × fraction)
Adoption fraction
Grid stress dampening
SOC · GRI 413 Social nodes
Agricultural Impact R2
Agricultural Community Impact
0.6 × aquifer + 0.4 × (1 − recharge/18)
Impact index
Social License R2 · B1
Social License to Operate
−0.6·ag + 0.35·recycle + 0.35·ej + 0.15·renew + 0.5
License score
ECON · GRI 201 · 207 Economic nodes
Water Acquisition Cost R1 · R2
Water Acquisition Cost
aquifer × 1.1 + deficit × 0.02
Cost index
Regulatory Pressure R2
Regulatory Pressure
logistic(3·ag + 2·aquifer − 2·social − 3.5)
Pressure index
Guard T3 ≥ 0.5
CHIPS Act Subsidies B2
CHIPS Act Subsidies
max(0, 1 − 1.3 × regulatory_pressure)
Disbursement factor
Guard T4 < 0.05
Investor Confidence R1 · B2 · B3
Investor Confidence
0.5 + 0.35·chips − 0.3·water_cost − 0.2·energy + 0.2·social
Confidence index
AGG · min(…) operator Fab Operational Output
Fab Operational Output R1 · B1 · B3
Fab Operational Output
min(1−1.1·aquifer, 1−0.9·energy_cost, 1−1.3·reg_pressure)
Production utilization
Binding constraint
GRI disclosure metrics — reporting outputs, not CLD feedback nodes
GRI 303-3 · Water withdrawal Net external withdrawal
GRI 305-2 · Scope 2 (market-based) Adjusted for renewable PPAs
GRI 413-1 · Community engagement Social License score