Aria AI Operations Research Portfolio
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Enterprise OR, optimization, and decomposition demos by Aria AI • 151 items • Updated
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region string | drought string | electricity string | strategy string | net_profit_usd float64 | total_water_m3 float64 | energy_cost_usd float64 | scarcity_risk_score float64 | solar_utilization_pct float64 | land_utilization_pct float64 | solve_time_sec float64 |
|---|---|---|---|---|---|---|---|---|---|---|
irrigated_valley | normal | baseline | hybrid_nexus_integrated | 4,638,086.23 | 5,325,698.5 | 0 | 0.08 | 15.9 | 82.8 | 1.468 |
irrigated_valley | moderate_drought | peak_pricing | hybrid_nexus_integrated | 3,829,672.89 | 4,370,948.6 | 0 | 0.22 | 21.6 | 82.8 | 0.03 |
irrigated_valley | severe_drought | volatile | robust_drought | 2,913,063.6 | 2,843,004 | 0 | 0.42 | 38 | 82.8 | 0.023 |
coastal_agriculture | moderate_drought | baseline | crop_planner_pyomo | 3,330,439.35 | 4,025,634.6 | 0 | 0.321 | 24.2 | 87.7 | 0.025 |
arid_oasis | severe_drought | peak_pricing | energy_dispatch_cvxpy | 2,001,224.52 | 3,319,995.4 | 0 | 0.77 | 72.7 | 95.1 | 0.025 |
arid_oasis | normal | volatile | hybrid_nexus_integrated | 3,628,520.14 | 3,319,995.4 | 0 | 0.43 | 0.3 | 95.1 | 0.025 |
coastal_agriculture | severe_drought | peak_pricing | hybrid_nexus_integrated | 2,524,578.25 | 2,773,235.8 | 0 | 0.42 | 24.5 | 87.7 | 0.025 |
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