MINERAL PROCESSING / DECISION SUPPORT

Optimisation lab

Explore a synthetic copper circuit. Change the operating conditions, respect the constraints, and see what a better decision could be worth.

OPERATING POINT STUDIOSteady-state demonstration · Model 1.0

SYNTHETIC DATA · No plant connection. Recommendations are illustrative and must not be applied to operating equipment.

03 / Explore the operating envelope

Height & colour: operating contribution (USD/h)

Loading operating envelope…

Feed: 600–1,400 t/h · Effort: 20–100%
BaselineCandidateFeasible optimumOutside limits
Initialising the model…
Incremental contributionCandidate minus baseline / USD per hour
Annualised scenarioAt 8,000 operating hours; not a forecast
Recovered copper changeTonnes of recovered Cu per hour
Like-for-like comparison under the current assumptions
PerformanceBaselineCandidateChange

Constraint headroom

Value bridge

What the model recommends

Economics, model equations & limitations

Transparent calculation

Q = feed (t/h); U = separation effort (%); H = hardness factor; G = feed grade (% Cu).

R = clip(94 − 0.000025(Q−750)² − 0.0025(U−72)² − 4(H−1), 0, 100)
P = Q × (6 + 0.08U) × H
Cu = Q × G/100 × R/100
Contribution = Cu × Cu value − P × power cost − Q × variable cost

Read the result correctly

Coefficients are invented for this demonstration. Copper value is a scenario input, not a current market quote. Contribution excludes capital, fixed costs, payability, treatment charges and other site-specific effects.

Search grid: 5 t/h feed × 1 percentage-point effort. The result is the best feasible grid point, not a continuous or dynamic plant optimum. Energy minimisation can favour low production; compare contribution before deciding.

Sensitivity varies grade ±10% and recovery ±2 percentage points at fixed setpoints. It is not a confidence interval. Annualisation assumes unchanged conditions and hours.

From demonstration to deployment: calibrate against historian data, validate on withheld periods, review safe limits with operations, and verify benefits through a controlled trial. Discuss your circuit ↗